A multi-temperature zone carriage control method and system for pork product cold chain logistics

Abstract

The application discloses a kind of pork product cold chain logistics multi-temperature zone carriage control method and system, it is related to cold chain temperature control technical field, including the following steps: obtaining heat accumulation diffusion fingerprint data, generates dynamic heat field topological evolution atlas, and executes heat potential flow remodeling regulation, forms partitioned heat energy state distribution domain;Based on partitioned heat energy state distribution domain, heat potential channel directional texture modulation and cross-temperature zone cold quantity penetration deployment are executed, and collaborative cold and heat balance regulation field is obtained;Through heat potential steady-state clamping and cold quantity boundary flexible guidance to collaborative cold and heat balance regulation field, generate multi-temperature zone stable temperature control execution state;According to multi-temperature zone stable temperature control execution state, drive cross-temperature zone cold quantity directional migration adjustment and carriage heat disturbance suppression collaborative control;The application is reconstructed by heat field topological evolution, cold and heat collaborative balance regulation and cold quantity directional migration control, solves the problem of uneven temperature distribution and heat disturbance diffusion in traditional cold chain carriage multi-temperature zone.

Description

Technical Field

[0001] This invention relates to the field of cold chain temperature control technology, and more specifically, to a multi-temperature zone compartment control method and system for cold chain logistics of pork products. Background Technology

[0002] With increasingly stringent quality requirements for pork products transported via cold chain logistics, multi-temperature compartments have gradually become crucial for the categorized storage and transportation of fresh pork. However, in actual transportation, factors such as cargo loading status, compartment spatial structure, door opening and closing operations, and external environmental fluctuations cause the heat and cold energy within the compartment to be constantly in a dynamic state of flux. This leads to heat exchange and localized heat accumulation between different temperature zones, resulting in a significantly uneven temperature distribution. Furthermore, the heat diffusion and cold energy transport paths continuously change during transportation, exhibiting complex spatial coupling. Localized thermal disturbances can also propagate along the compartment space, affecting the temperature control of adjacent zones. Therefore, achieving coordinated control of the internal heat and cold states of the compartment and the orderly migration of cold energy across temperature zones has become a pressing technical challenge in the field of cold chain logistics control for pork products.

[0003] For example, the invention patent with announcement number CN119623217B discloses a heat dissipation control method and device for a high-performance computing power autonomous driving FPC sensing module. The method includes the following steps: collecting temperature data from the target FPC sensing module using a preset distributed thermal array to obtain three-dimensional temperature field data; calculating the heat flow path of the target FPC sensing module based on the three-dimensional temperature field data to obtain a heat flow density distribution map; performing topology optimization calculations on the target FPC sensing module based on the heat flow density distribution map to obtain a heat dissipation structure layout scheme; dynamically optimizing the heat dissipation structure layout scheme using a branch and bound algorithm to obtain a heat dissipation control parameter set; inputting the heat dissipation control parameter set into a preset execution unit and performing real-time heat dissipation control on the target FPC sensing module to obtain an ideal heat dissipation state. This solves the problem that traditional methods often cannot accurately and effectively cool local hot spots and lack the flexibility to adapt to dynamic thermal changes under different workloads.

[0004] For example, the invention patent with publication number CN121207364A discloses a temperature prediction method and system for a power integrated module based on multidimensional data. Specifically, it relates to the field of temperature measurement technology and is used to solve the problems of temperature field distortion and unreliable measurement results caused by thermal disturbances introduced by sensors in the temperature monitoring of existing power integrated modules. The method forms multidimensional temperature data by acquiring measurement data from multiple temperature sensors, reconstructs a virtual heat flow path based on the temperature gradient distribution, and performs deviation analysis with the heat flow path of the module's inherent structure to determine the impact of thermal disturbances. When disturbed, the topological characteristics of the reference isothermal surface are acquired, a real-time isothermal surface is constructed, and the spatial location and influence range of thermal disturbances are identified by detecting abrupt changes in curvature distribution. A local thermal conductivity correction field is established to reconstruct the thermal field of the multidimensional temperature data to generate corrected temperature field data. Finally, the temperature change trend is analyzed based on the corrected temperature field data to predict the future temperature state.

[0005] The above-disclosed technical solutions have at least the following technical problems: Traditional multi-temperature zone control in refrigerated trucks relies on fixed zone adjustments, which makes it difficult to reflect the cold and heat coupling migration process, leading to cross-temperature zone temperature fluctuations and local imbalances.

[0006] To address the above problems, this invention proposes a solution. Summary of the Invention

[0007] To overcome the above-mentioned deficiencies of the prior art, embodiments of the present invention provide a multi-temperature zone compartment control method and system for cold chain logistics of pork products. By reconstructing the thermal field topology, regulating the synergistic balance of cold and heat, and controlling the directional migration of cold energy, the method solves the problems of uneven temperature distribution and thermal disturbance diffusion in the multi-temperature zones of traditional cold chain compartments.

[0008] To achieve the above objectives, the present invention provides the following technical solution: A multi-temperature zone compartment control method for cold chain logistics of pork products includes: acquiring heat accumulation and diffusion fingerprint data, generating a dynamic thermal field topology evolution map, and performing thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain; performing directional texturing modulation of thermal potential channels and cross-temperature zone cold energy penetration allocation based on the partitioned thermal energy storage state distribution domain to obtain a coordinated thermal balance regulation field; generating a multi-temperature zone stable temperature control execution state by performing thermal potential steady-state clamping and cold energy boundary flexible guidance on the coordinated thermal balance regulation field; and driving coordinated control of cross-temperature zone cold energy directional migration regulation and compartment thermal disturbance suppression based on the multi-temperature zone stable temperature control execution state.

[0009] In a preferred technical solution, the steps of acquiring thermal accumulation diffusion fingerprint data, generating a dynamic thermal field topology evolution map, and performing thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain are as follows: acquiring thermal accumulation diffusion fingerprint data and establishing a thermal diffusion behavior record set; performing thermal response trajectory weaving on the thermal diffusion behavior record set to construct a thermal potential flow evolution sequence; performing thermal diffusion source chain tracing based on the thermal potential flow evolution sequence to form a thermal potential transmission network; performing thermal potential flow convergence induction according to the thermal potential transmission network to obtain thermal potential flow clusters; performing thermal potential gradient domestication on the thermal potential flow clusters to form a thermal potential conduction structure; performing thermal potential flow reshaping regulation on the thermal potential conduction structure to form a thermal potential flow network, and simultaneously completing the thermal energy storage boundary condensation to form a stable thermal energy storage distribution boundary; performing thermal energy storage state localization based on the thermal potential flow network and the thermal energy storage distribution boundary to form a partitioned thermal energy storage state distribution domain.

[0010] In a preferred embodiment, the process of forming a thermal potential conduction structure by performing thermal potential gradient domestication on the thermal potential flow cluster is as follows: spatial rasterization embedding is performed on the path units of the thermal potential flow cluster to form a path raster primitive set; multi-directional heat flow vector splitting and filtering is performed on the path raster primitive set to form a set of branching marked paths; dominant thermal potential channel locking is performed on the set of branching marked paths to generate a dominant thermal potential channel cluster; spatial energy level domain projection is performed on the dominant thermal potential channel cluster to form energy level mapping path distribution data; hierarchical passage constraints are performed on the energy level mapping path distribution data to generate a set of hierarchically controlled path segments; stability memory weighting is performed on the set of hierarchically controlled path segments to obtain a priority transfer chain structure; and hierarchical progressive organization is performed on the priority transfer chain structure to output the thermal potential conduction structure.

[0011] In a preferred technical solution, the step of performing directional texturing modulation of thermal potential channels and cross-temperature zone cold energy infiltration allocation based on the partitioned thermal energy storage state distribution domain to obtain a coordinated thermal balance control field is as follows: The partitioned thermal energy storage state distribution domain is subjected to three-dimensional grid discretization mapping to form a spatial mapping dataset; the spatial mapping dataset is subjected to thermal potential dominant ridge line extraction processing to generate a thermal potential channel skeleton chain; the thermal potential channel skeleton chain is subjected to vector domain segmented anchoring to form a stable channel unit set; the stable channel unit set is subjected to energy level texturing hierarchical rearrangement to generate a hierarchical thermal potential texturing channel structure; the hierarchical thermal potential texturing channel structure is subjected to cross-domain thermal potential coupling interface construction to obtain a cross-domain coupling channel chain; the cross-energy level coupling link is subjected to cold energy infiltration coordinated docking to form a cold and heat coordinated infiltration pathway structure; the cold and heat coordinated infiltration pathway structure is subjected to entropy constraint optimization and ordering to output a coordinated thermal balance control field.

[0012] In a preferred technical solution, the vector domain segmented anchoring of the thermal potential channel skeleton chain to form a stable channel unit set is specifically as follows: Multi-plane vector projection is performed on each path node in the thermal potential channel skeleton chain to form a set of directional projection trajectories. Based on the directional projection trajectory set, projection band convergence organization is performed to obtain a directional projection band cluster. Thermal potential inertial continuation analysis is performed on the directional projection band cluster to form an inertial continuation trajectory set. Inertial decay inflection point capture is performed on the inertial continuation trajectory set to form an inertial inflection point set. Directional field adsorption and reorganization is performed on the inertial inflection point set, and the directional turning interface node group is adsorbed and attached to the adjacent directional field mainstream axis to obtain a directional adsorption node set. Anchor point sequence weaving is performed on the directional adsorption node set to form a directional anchor point chain sequence. Stable channel unit set is output by performing unidirectional channel binding on the directional anchor point chain sequence.

[0013] In a preferred technical solution, the process of performing cold energy penetration and coordinated docking on the cross-energy-level coupling link to form a cold-heat coordinated penetration pathway structure is as follows: Extracting the heat and cold flow direction vectors of the nodes in the cross-energy-level coupling link and performing time-series vector expansion to form an axially expanded vector chain; performing reverse potential difference traction mapping based on the axially expanded vector chain to generate a bidirectional potential difference mapping point set; performing staggered phase locking pairing on the bidirectional potential difference mapping point set and establishing phase coupling transmission unit groups between the locking points; performing port-based reconstruction on the phase coupling transmission unit groups to obtain a port-connected grid system; performing potential energy folding mapping and cross-domain nested reconstruction based on the port-connected grid system, and generating nested coupled transmission unit clusters at the folding positions to form a multi-layer embedded transmission band; performing bimodal through-chain arrangement on the multi-layer nested transmission unit clusters to obtain a bidirectional through-chain transmission form; performing topology convergence and redundant path compression according to the bimodal through-chain transmission form to output the cold-heat coordinated penetration pathway structure.

[0014] In a preferred technical solution, the step of generating a multi-temperature domain stable temperature control execution state by performing thermal potential steady-state clamping and cold energy boundary flexible guidance on the collaborative thermal balance control field is as follows: A unified temporal alignment and path number rearrangement are performed based on the collaborative thermal balance control field to form a hot and cold flow node sequence list; a thermal potential stable baseline is solidified on the hot and cold flow node sequence list to generate a thermal potential steady-state constraint spectrum; thermal potential constraint suppression mapping is performed based on the disturbance triggering identifier in the thermal potential steady-state constraint spectrum to form a controlled thermal potential guide zone; cold energy boundary attachment analysis is performed on the controlled thermal potential guide zone to obtain a hot and cold boundary interlocking zone; flexible trajectory traction is performed based on the hot and cold boundary interlocking zone to form a flexible collaborative migration corridor; phase misalignment coupling reconstruction is performed on the flexible collaborative migration corridor to generate a hot and cold collaborative coupling axis; and multi-domain lock-state solidification is performed on the hot and cold collaborative coupling axis to form a multi-temperature domain stable temperature control execution state.

[0015] In a preferred embodiment, the flexible trajectory traction based on the hot-cold boundary interlocking zone to form a flexible collaborative migration corridor is performed as follows: Boundary vector segmentation and anchoring are performed according to the thermal potential chain segments within the hot-cold boundary interlocking zone to form a thermal potential vector anchoring sequence; a distributed anchor point driving array is constructed based on the thermal potential vector anchoring sequence to form an anchor point driving mapping structure; multi-anchor domain affiliation coupling matching is performed on cold flow nodes to form an anchor domain affiliation node chain; segmented continuous interpolation reconstruction is performed on the anchor domain affiliation node chain to form a segmented continuous aligned trajectory chain; potential difference gradient-driven migration control processing is performed on the segmented continuous aligned trajectory chain to form a gradient-controlled migration chain; topological staggered arrangement processing is performed on the gradient-controlled migration chain and the thermal potential vector anchoring sequence to form an alternating through structure; anchor point locking and structure solidification processing are performed according to the staggered through topology, and topological compression mapping is performed on the cross-interval connection relationship to output a flexible collaborative migration corridor structure.

[0016] In a preferred technical solution, the step of driving cross-temperature zone cold energy directional migration regulation and carriage thermal disturbance suppression coordinated control based on the multi-temperature zone stable temperature control execution state is as follows: A unified timing adjustment process is performed based on the multi-temperature zone stable temperature control execution state to form a basic coordinated control sequence unit set; cross-temperature zone cold energy dominant path calibration is performed on the basic coordinated control sequence unit set to form a dual-domain path association sequence; cold energy directional traction construction is performed on the dual-domain path association sequence to generate a cold energy directional migration chain; thermal disturbance reverse suppression shaping is performed on the cold energy directional migration chain to form a thermal disturbance convergence path cluster; axial parallel coupling is performed on the thermal disturbance convergence path cluster and the cold energy directional migration chain to obtain a coaxial staggered propulsion chain; thermal disturbance shielding and cold energy guidance are performed on the coaxial staggered propulsion chain to generate a cold and heat coordinated constraint channel structure; cross-temperature zone progressive locking is performed on the cold and heat coordinated constraint channel structure to output the cross-temperature zone cold energy directional migration regulation and carriage thermal disturbance suppression coordinated control results.

[0017] A multi-temperature zone compartment control system for cold chain logistics of pork products includes a thermal field evolution module, a hot and cold channel modulation module, a steady-state temperature control generation module, and a collaborative regulation execution module, which are interconnected: The thermal field evolution module is used to acquire thermal accumulation and diffusion fingerprint data, generate a dynamic thermal field topology evolution map, and perform thermal potential flow reshaping regulation to form a zoned thermal energy storage state distribution domain; The hot and cold channel modulation module is used to perform directional texturing modulation of thermal potential channels and cross-temperature zone cold energy penetration distribution based on the zoned thermal energy storage state distribution domain to obtain a collaborative hot and cold balance regulation field; The steady-state temperature control generation module is used to generate a multi-temperature zone stable temperature control execution state by performing thermal potential steady-state clamping and cold energy boundary flexible guidance on the collaborative hot and cold balance regulation field; The collaborative regulation execution module is used to drive cross-temperature zone cold energy directional migration regulation and compartment thermal disturbance suppression collaborative control based on the multi-temperature zone stable temperature control execution state.

[0018] The technical effects and advantages of the multi-temperature zone compartment control method and system for cold chain logistics of pork products of this invention are as follows: 1. This invention acquires thermal accumulation and diffusion fingerprint data and constructs a dynamic thermal field topology evolution map to record and structurally represent the accumulation location and diffusion direction of heat in various areas inside the carriage. Simultaneously, it combines thermal potential flow reshaping and regulation to reorganize and rearrange the original heat distribution paths. This transforms the originally dispersed and overlapping thermal energy storage states into spatially partitioned regions, forming a partitioned thermal energy storage state distribution domain. In this process, heat changes are gradually transformed from discrete fluctuations into a continuously trackable spatial distribution, thus improving the representation level. This improves the integrity of the thermal field change process inside the carriage and makes the correspondence between the thermal distribution states of different areas under multi-temperature zone conditions clearer and more distinguishable. Furthermore, by performing directional texturing modulation of thermal potential channels based on the distribution domain of zoned thermal energy storage, and in conjunction with cross-temperature zone cold energy infiltration and distribution, the original heat transfer path and cold energy compensation path are synchronously adjusted and rematched, so that the heat transfer channels form a relatively stable correspondence in spatial distribution. This reduces the random deviation of cross-temperature zone heat exchange paths during actual control and improves the continuity and matching stability of cold energy transfer between different temperature zones.

[0019] 2. This invention performs steady-state clamping of thermal potential in the coordinated thermal balance control field and combines it with flexible guidance of the cold energy boundary to constrain and stabilize the thermal potential fluctuation region. Simultaneously, it flexibly limits the cold energy action boundary in a partitioned manner, ensuring that thermal potential changes remain in a controllable convergent state during spatial propagation and that the cold energy distribution extends orderly along the boundary conditions. This process effectively weakens the interference of local thermal disturbances on the overall temperature field structure, thereby reducing temperature drift and imbalance between multiple temperature zones. Furthermore, by driving cross-temperature zone cold energy directional migration regulation and carriage thermal disturbance suppression through multi-temperature domain stable temperature control execution state, the cold energy migration path and thermal disturbance suppression path are executed synchronously under the same control framework. This effectively improves the path consistency and execution stability of cross-temperature zone cold energy regulation and enhances the continuous stability maintenance capability of the overall temperature field of the carriage. Attached Figure Description

[0020] Figure 1 This is a flowchart illustrating a multi-temperature zone compartment control method for cold chain logistics of pork products according to the present invention.

[0021] Figure 2 This is a schematic diagram of the system structure of a multi-temperature zone compartment control method for cold chain logistics of pork products according to the present invention. Technical solution

[0022] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative effort are within the scope of protection of the present invention.

[0023] Example 1, Figure 1 This invention provides a multi-temperature zone compartment control method for cold chain logistics of pork products, comprising the following steps: S1, acquire thermal accumulation diffusion fingerprint data, generate dynamic thermal field topology evolution map, and perform thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain; In this embodiment, thermal accumulation diffusion fingerprint data is acquired, a dynamic thermal field topology evolution map is generated, and thermal potential flow reshaping regulation is performed to form a partitioned thermal energy storage state distribution domain, as detailed below: The thermal accumulation and diffusion fingerprint data of pork products in different stacking levels and spatial areas within the transport compartment were obtained, and the thermal migration response characteristics between the cargo surface, interior, and compartment interface were extracted simultaneously to establish a corresponding thermal diffusion behavior record set. The thermal accumulation and diffusion fingerprint data included cargo surface temperature distribution data, cargo interior temperature distribution data, cargo heat retention data, spatial temperature gradient data, heat flow diffusion direction data, heat diffusion path data, interface heat exchange data, cold energy penetration trajectory data, thermal migration persistence characteristic data, and thermal disturbance response data. Thermal response trajectory weaving is performed on the thermal diffusion behavior record set to correlate and couple the thermal migration processes occurring at different spatial locations according to the sequence of thermal diffusion, constructing a thermal potential flow evolution sequence with continuous transmission characteristics. Specifically: First, the data of each sampling point in the thermal diffusion behavior record set are aligned to a time reference, and the spatial coordinates of the carriage are gridded. Then, the thermal migration response of each grid cell between adjacent time steps is compared one by one, that is, the direction and magnitude of temperature rise and fall of the same spatial grid at consecutive time steps are determined, and adjacent grid cells that meet the conditions of consistent direction and continuous change are marked as potential thermal migration associated units. Next, cross-time link connection is performed on the potential thermal migration associated units, that is, grid cells that undergo thermal change in the previous time step are connected layer by layer with grid cells that undergo corresponding directional change in the next time step according to spatial adjacency. The process involves forming initial thermal migration links, and then performing directional stability screening on nodes in the links where multi-directional diffusion conflicts occur. This involves prioritizing conflicting connections and retaining links in the dominant diffusion direction. Subsequently, the screened thermal migration links are spliced ​​using time series. This involves spatially connecting the terminating grid cells of adjacent links with the starting grid cells of the next link in ascending time order, and performing neighborhood compensation mapping on connection locations with spatial jumps. This involves inserting transition grid cells between adjacent grids to maintain spatial continuity. Next, the spliced ​​thermal migration links are concatenated using trajectory concatenation. This involves sequentially connecting each link according to the order in which heat diffusion occurs, and performing unified merging identification on duplicate intersection nodes. Finally, all concatenated thermal migration trajectories are ordered according to the time progression, and a thermal potential flow evolution sequence with continuous transmission characteristics is output. Based on the thermal potential evolution sequence, heat diffusion source chain tracing is performed to identify the dominant thermal potential sources that continuously influence heat migration behavior inside the carriage, and to establish a dynamic mapping relationship between thermal potential sources and heat diffusion paths, forming a traceable thermal potential transfer network. Specifically, the thermal potential evolution sequence is first segmented and sliced, and the temperature increment change value and heat flow direction vector data of the corresponding spatial grid cell are extracted in each time slice. The change trajectory of the same grid in consecutive time slices is concatenated and calibrated. Then, thermal response abrupt change detection is performed on all grid cells, that is, the temperature rise rate change amplitude of adjacent time slices is compared grid by grid. Grids that consistently maintain a change level higher than the average change level of the neighboring grids and have directional consistency are marked as candidate heat source starting cells. Next, neighborhood expansion backtracking is performed on the candidate heat source starting cells, that is, with the cell as the center, grid cells with a continuous pointing relationship with the heat flow direction are searched layer by layer outward according to the eight spatial neighbors. The heat flow direction and arrival time in each layer of expansion are recorded to generate a backtracking path. Then, the backtracking path is filtered by direction, that is, the heat flow direction in each layer of expansion path is compared segment by segment, only the path branch whose direction continuously points to the same main propagation axis is retained, and the branch path that deviates from the main axis is removed. Next, cross-time link splicing is performed on the selected path, that is, the path nodes with overlapping or adjacent spatial positions in adjacent time slices are connected segment by segment, and the connection relationship of the broken spatial position is filled by heat flow interpolation of adjacent grids. Then, convergence point detection is performed on the spliced ​​multiple paths, that is, the spatial grids that are repeatedly passed in multiple time paths and continuously carry heat flow input are identified, and the dominant node of such grids is marked. Finally, the dominant node and its corresponding path set are bound and registered in chronological order, and the corresponding spatial expansion trajectory and path extension relationship are recorded one by one, so as to obtain the heat potential transfer network. Based on the heat potential transmission network, heat potential flow convergence induction is performed. Heat potential flows with the same heat migration direction are directionally aggregated to obtain heat potential flow clusters with stable transmission characteristics. Specifically, the process involves: first, each heat migration path in the heat potential transmission network is segmented and discretized according to the time series, and each segment is converted into a standardized path unit composed of spatial grid coordinates and heat flow direction vectors. Then, direction encoding is performed on all path units, that is, the heat flow direction is normalized and calibrated, and the direction change between adjacent time steps is recorded segment by segment. Next, neighborhood convergence screening is performed on the path units, that is, with each grid as the center, adjacent path units are extracted, and the angle between their direction vectors is calculated. Path units with an angle that is consistently smaller than the neighborhood convergence range are grouped into the same candidate flow group. Finally, cross-path node alignment is performed on the candidate flow groups, that is, different paths are aligned. Grid nodes that are spatially close and temporally adjacent in the path are matched point by point, and a node correspondence table is established. At the same time, neighborhood compensation matching is performed on misaligned nodes to fill in the gaps with the nearest consistent direction node. Then, flow direction stable segment extraction is performed on the aligned path set, that is, the segments with continuous consistent direction in the path are detected segment by segment, and the continuous stable segments are spliced ​​and connected in chronological order. Subsequently, the confluence node locking is performed on the spliced ​​path set, that is, the nodes that multiple paths repeatedly pass through in the same spatial grid are identified, and the number of times the path enters and the departure direction of the node are recorded and compared. The nodes that meet the condition of continuous multi-path merging are marked as confluence core nodes. Finally, based on the confluence core nodes, all paths that are connected to them in a stable direction are uniformly collected and arranged in order, and the thermal potential flow cluster is output. By performing thermal potential gradient domestication on the thermal potential cluster, disordered diffusion paths are constrained and dominant transmission paths are strengthened, forming a thermal potential conduction structure with hierarchical progressive characteristics. The thermal potential conduction structure is subjected to thermal potential flow reshaping and regulation. By adjusting the transmission priority and diffusion tendency between different thermal potential flow clusters, a coordinated thermal potential flow network is formed, and the thermal energy storage boundary condensation is completed simultaneously to form a stable thermal energy storage distribution boundary. Specifically, firstly, each thermal potential flow cluster in the thermal potential conduction structure is independently identified, and the spatial grid occupancy sequence and heat flow direction vector sequence of each thermal potential flow cluster are extracted. Then, the spatial grids of different thermal potential flow clusters under the same time slice are superimposed and compared point by point, and the entry time, exit time, and direction change of each cluster in the overlapping grid are recorded to form an inter-cluster spatial coupling record table. Next, the transmission priority is determined on the inter-cluster spatial coupling record table, that is, based on the number of grids continuously traversed by the path and the number of direction fluctuations, each thermal potential flow cluster is sorted level by level, and multiple clusters within the same grid are treated. Conflicts are marked at their locations. Then, the dominant flow direction is locked on the conflict-marked grid. This means that the heat flow path with the longest duration and the smallest directional change is selected as the dominant path in the conflict grid, and the in-and-out connections of other paths are redirected to the adjacent grid nodes of the dominant path. Next, spatial diffusion constraints are applied to the adjusted heat potential flow clusters. This means that the diffusion boundaries of each cluster are scanned layer by layer according to the grid adjacency relationship, and the diffusion nodes that exceed the stable neighborhood range are reclaimed or extended. Furthermore, boundary contact domain extraction is performed on the corrected heat potential flow clusters. This means that the grid regions where different clusters repeatedly contact each other in multiple time slices are identified, and the number of consecutive occurrences of these regions is counted. Finally, the grid regions that meet the continuous contact condition are merged and calibrated, and the boundary evolution process is recorded in chronological order to output the stable thermal energy storage distribution boundary. Based on the thermal potential flow network and thermal energy storage distribution boundary, thermal energy storage state localization is performed. Spatial regions with similar thermal energy storage characteristics are clustered and merged to form regional thermal energy storage state distribution domains. Specifically, firstly, the spatial grid cells in the thermal potential flow network are uniformly rasterized and superimposed with the thermal energy storage distribution boundary for positioning. Then, the thermal energy storage change sequence of each grid cell under continuous time slices is extracted point by point, and the change trend of adjacent time steps is directionally encoded, recording its heating, cooling, and steady-state switching trajectory. Next, feature comparison is performed on all grid cells, that is, the thermal energy storage sequence, trend direction, and boundary state of different grids are compared one by one, and the grids exceeding the preset neighborhood range are associated and paired. The table is then processed by performing spatial adjacency expansion on the associated pairing relationship table. This involves expanding the search for adjacent grid cells layer by layer, using the paired grids as the core, and retaining only the expanded nodes that maintain consistency in the direction of time series change. At the same time, nodes that cross boundaries but have abrupt trend changes are removed. Next, path locking is performed on the expanded grid set, which involves reconnecting discontinuous links in chronological order and marking the links that cannot be reconnected as segments. Then, region merging is performed on all segmented links, which involves merging spatially continuous links with consistent thermal energy storage change trends level by level. Finally, the merged spatial regions are sorted and numbered according to the stability of thermal energy storage change, and the output is organized sequentially according to the spatial adjacency relationship to form a partitioned thermal energy storage state distribution domain.

[0024] In this embodiment, by performing thermal potential gradient training on the thermal potential clusters, disordered diffusion paths are constrained and dominant transmission paths are strengthened, forming a thermal potential conduction structure with hierarchical progression characteristics, as detailed below: Spatial rasterization embedding is performed on the thermal potential flow cluster path unit to map the path node to the three-dimensional discrete mesh of the carriage, and the time slice index and thermal flow direction vector sequence are bound simultaneously to construct standardized path primitives, thereby forming a path raster primitive set; A multi-directional heat flow vector splitting and filtering process is performed on the path grid primitive set. Within the same grid neighborhood, each heat flow direction entering the path is expanded and compared to form a set of split-marked paths. Specifically: First, a standardized entry vector record is established for each grid node in the path grid primitive set. The heat flow entry direction is converted into a unit direction vector according to the three-dimensional coordinate system of the carriage, and the corresponding time slice number and entry sequence identifier are simultaneously labeled. Then, all entry vectors are aggregated within the same grid neighborhood and stacked hierarchically according to time slices to form a time-by-time vector set. Next, a comparison calculation is performed on the time-by-time vector sets between adjacent time slices, that is, the angle difference and spatial offset distance between each direction vector are obtained, and paths with angle differences exceeding the neighborhood consistency range and spatial offset distance are selected. Path nodes exhibiting bifurcation characteristics are marked as split candidate nodes. Subsequently, directional domain expansion is performed on the split candidate nodes, that is, independent directional subdomains are generated according to different entry directions with the current grid as the center, and the original path links are split and mapped according to the directional subdomains. Next, path extension and alignment are performed on the split subdomain links, that is, nodes with the same direction in adjacent time slices are connected step by step, and intermediate transition nodes are supplemented for skip grids that appear during the connection process through neighbor supplementation. Then, directional stable segment extraction is performed on all extended path links, link segments that continuously maintain the same entry direction are identified segment by segment, and the segments are concatenated and merged. Finally, the merged path links are reorganized according to grid coordinates and time order, and the set of split marked paths is output. A dominant thermal potential channel locking process is implemented on the set of branching marked paths. Dominant channels are selected based on the longest continuous connection time and the smallest directional fluctuation. Neighborhood-guided reconnection is then performed on the remaining paths to generate a cluster of dominant thermal potential channels. Specifically: First, the complete connection trajectory of each path in the set of branching marked paths is extracted, and the number of consecutive connections and the location of interruptions from the starting node to the ending node are simultaneously counted. Then, continuous connection verification is performed on each path, i.e., checking for direct thermal flow connections between adjacent grids along the path nodes. Path segments without spatial breaks and capable of continuous cross-grid transmission are marked as continuous connection segments, and their covered spatial span is summarized. Next, the stability of the path direction is compared node by node, i.e., the changes in thermal flow direction between adjacent nodes are recorded sequentially, and the direction is maintained. Path segments with consistent or small variation are marked, and their stable transmission length is accumulated. Then, the continuous length and directional stable length of each path are compared and screened side by side. The path that simultaneously satisfies the longest continuous range and the smallest directional change is determined as the dominant channel reference chain. Next, spatial neighborhood expansion is performed with the dominant channel reference chain as the core. Path nodes that are directly adjacent to the main chain nodes and whose heat flow direction is the same are searched outward node by node and are successively incorporated into the main channel set. Then, neighborhood access is performed on the remaining non-dominant paths. Their broken nodes are located one by one to the grid where the nearest main channel node is located, and the connection path is re-established. At the same time, connection segments that are significantly different from the main channel direction are deleted. Finally, all paths after the access is completed are re-aggregated and arranged according to the main channel node order to form a dominant thermal potential channel cluster. Spatial energy level domain projection is performed on the dominant thermal potential channel cluster to divide the thermal energy storage distribution boundary of the carriage into hierarchical energy level domains, forming energy level mapping path distribution data. Specifically, the three-dimensional spatial coordinates of each path node in the dominant thermal potential channel cluster are extracted, and the local thermal energy storage values ​​of the corresponding grid and the thermal difference change records of adjacent grids are obtained simultaneously. Then, the entire grid is hierarchically calibrated, that is, continuous grids with similar thermal energy storage are divided into several spatial energy level domains according to the equal value interval, and a unique identifier code is assigned to each energy level domain. Next, energy level domain affiliation matching is performed point by point for the path nodes, that is, the corresponding energy level domain number is located according to the spatial coordinates of the grid where the node is located, and the node coordinates are bound to the energy level domain number and recorded. Subsequently, the paths are rearranged and categorized according to energy level domain numbers. Nodes that fall consecutively in the same energy level domain are sequentially connected, and the starting and ending nodes of each node are recorded. Next, path segments spanning multiple energy level domains are segmented, that is, the path is divided into multiple sub-segments according to the actual spatial boundary positions, and each sub-segment is mapped to the corresponding energy level domain sequence. At the same time, the connection index relationship between each sub-segment is preserved. Then, the path sub-segments within each energy level domain are sorted and arranged according to the spatial coordinate progression direction, and the connection relationship between nodes is recorded segment by segment number. Finally, all path sub-segments and their connection indices within all energy level domains are summarized according to energy level domain numbers, and the energy level mapping path distribution data is output. A hierarchical passage constraint is applied to the energy level mapping path distribution data. For non-dominant paths, path truncation markings are applied at energy level boundaries, generating a hierarchically controlled path segment set. Specifically: First, each path in the energy level mapping path distribution data is reconstructed into a spatial grid trajectory in node order, and the corresponding energy level domain number, grid coordinates, and heat flow direction vector for each node are extracted simultaneously. Then, energy level change detection is performed node-by-node on the path, i.e., the energy level domain number changes of adjacent nodes are compared one by one. When a cross-domain change is detected, the node is marked as an energy level boundary contact node, and the corresponding spatial coordinates and connection relationships with the preceding and following nodes are recorded. Finally, path filtering is applied to all non-dominant paths, and paths not participating in the dominant channel are uniformly included in the constraint processing. The system first identifies the object and iterates through its trajectory. Then, for each path, it disconnects the connection at the energy level boundary contact node, which means breaking the continuous connection between the preceding and following meshes at that node. The original path is then split into a front path sub-chain and a rear path sub-chain. Next, the split path sub-chains are rearranged according to the spatial coordinate progression direction and the time entry order. Breakpoint index relationships are established between the sub-chains. Then, neighborhood aggregation is performed on all path sub-chains, which means grouping and aggregating sub-chains with the same starting energy level domain or adjacent spatial positions, and removing sub-chains that cross multiple energy level boundaries and have no continuous spatial adjacency. Finally, the aggregated path sub-chains are arranged in ascending order of energy level domain number, and a set of hierarchically controlled path segments is output. A stability memory weighting method is applied to the hierarchically controlled path segment set. Stability weights are assigned to paths based on their frequency of occurrence and duration of continuous presence in historical time slices, resulting in a priority transmission chain structure. Specifically: First, each path segment in the hierarchically controlled path segment set is expanded into a spatial grid path chain according to its node sequence, and its corresponding historical time slice record index is extracted simultaneously. Then, each path chain is matched point-by-point with the historical path database in terms of spatial coordinates. Successfully matched path nodes are archived and registered according to their time slice numbers. Next, the occurrence of each path in different time slices is scanned sequentially. Path segments with completely identical spatial nodes in consecutive time slices are marked as continuous segments, and the start and end time slice numbers and coverage length of these continuous segments are recorded. Simultaneously, paths that appear in the time series but disappear and then reappear are marked as discontinuous. The process involves recording the location of each discontinuity, then performing frequency statistics on all path segments, accumulating the number of times a path appears in each time slice, and merging and numbering records of repeated occurrences of the same path in different time periods. Next, the process involves determining the strength of continuity of each path segment, classifying the path segments based on the length of continuous occurrence and the number of discontinuities, and simultaneously extracting their corresponding direction vector records. Path segments with smaller direction changes and longer continuous durations are assigned to the high-stability sequence. The high-stability and low-stability sequences are then stratified and organized, and a stability weight label is generated for each path segment. Next, all path segments are sorted in descending order according to their stability weights, and the path connection relationships are reorganized using the sorting results as an index. Finally, the sorted path segments are sequentially concatenated according to their original spatial adjacency relationships, and the priority propagation chain structure is output. The priority transfer chain structure is hierarchically organized, with paths sequentially unfolded and rearranged according to stability weights and energy level progression. Spatial connectivity between adjacent path nodes is then redistributed, outputting the thermal potential conduction structure. Specifically: first, each path in the priority transfer chain structure is decomposed into a spatial grid node sequence; then, a two-dimensional attribute mapping is performed on all paths, binding stability weights to energy level numbers; next, paths are partitioned and categorized according to energy level domain numbers, grouping path nodes within the same energy level domain into the same spatial hierarchical unit, and within each hierarchical unit, paths are sorted according to stability weights; finally, a progressive arrangement is performed between paths of different energy level levels, i.e., lower energy level layers... Starting with the first energy level, higher energy levels expand outwards sequentially. Each node connecting different energy levels is marked with its corresponding relationship to its preceding or following energy level. Next, spatial connectivity between adjacent path nodes is redistributed. This involves recalculating the spatial adjacency grid for each node's subsequent connections, eliminating original connections that cross non-adjacent grids, and re-establishing continuous connection links based on the nearest spatial neighborhood. Simultaneously, the adjusted connectivity relationships are written into the path connection index structure. Subsequently, all paths are rearranged sequentially according to energy level progression and stability sorting, and the node connectivity relationships are rearranged and updated segment by segment in the progressive direction. Finally, the rearranged path sequence and the updated connection index are integrated to output the thermal potential conduction structure.

[0025] S2, based on the partitioned thermal energy storage state distribution domain, performs directional texturing modulation of thermal potential channels and cross-temperature zone cold energy infiltration and distribution to obtain a coordinated cold and heat balance control field; In this embodiment, based on the partitioned thermal energy storage state distribution domain, directional texturing modulation of thermal potential channels and cross-temperature zone cold energy infiltration allocation are performed to obtain a coordinated thermal balance control field, as detailed below: A three-dimensional grid discretization mapping is performed on the zoned thermal energy storage distribution domain. Each energy storage unit is recoded as a node according to the spatial coordinates of the carriage, and the energy storage gradient identifier and adjacency topology are bound simultaneously to form a spatial mapping dataset. Specifically, firstly, a three-dimensional reference coordinate benchmark is constructed for the interior space of the carriage. The spatial continuum is discretized into units according to the geometric envelope relationship to form an indexable spatial unit set. Position anchoring sampling is performed on each spatial unit in the indexable spatial unit set, and its center point coordinates, boundary contact surface, and spatial occupancy status are registered simultaneously to establish a unit spatial occupancy record. Then, spatial positioning mapping is performed on each energy storage unit in the zoned thermal energy storage distribution domain. The actual thermal distribution position is matched and bound with the geometric relationship of the spatial unit, and the binding result is written into the corresponding unit record. In the process of constructing the system, the node identification rewriting is performed on all spatial units. This involves combining and encoding the spatial index, hierarchical position, and regional affiliation to generate a unique node identifier and establishing a bidirectional mapping relationship with the original spatial units. Next, energy storage gradient profile binding is performed on the nodes. This involves comparing the thermal energy storage states of adjacent nodes to mark them as gradient leap nodes, gradient stable nodes, or gradient decay nodes, and recording their adjacent gradient connection directions. Then, adjacency relationship construction is performed on the nodes. Physically contacting or nearest neighboring nodes are retrieved in the spatial neighborhood centered on the node, and connection edges are established based on the contact surface sharing relationship. At the same time, the connection edges are assigned directional transmission attributes and contact strength identifiers. Finally, the node identifiers, gradient profiles, and adjacency connection relationships are structurally integrated and organized to form a spatial mapping dataset. Thermal potential dominant ridge extraction is performed on the spatial mapping dataset. The dominant thermal flow migration trajectory is traced node by node along the continuous direction of the high energy storage gradient, and the trajectory is continuously connected by constraint to generate a thermal potential channel skeleton chain. Specifically: First, gradient orientation layering is performed on the nodes in the spatial mapping dataset, that is, nodes are layered and marked according to the energy storage gradient from high to low, and a spatial adjacency index table is established for each gradient layer. Then, multi-directional flow determination is performed on high gradient nodes, that is, the direction of all adjacent connection edges of each node is compared, and connection edges that satisfy continuous extension to lower gradients are retained first, while the remaining connection edges are temporarily stored as candidate branches. Next, based on the priority connection edges, path ridge core screening is performed, and nodes that simultaneously bear multiple low gradient inflows and have a single dominant output direction are marked as ridge core nodes, and the ridge core nodes are used as the center. The core extends outward to form a ridge core link segment. Then, flow coupling continuation is performed on the ridge core link segment. That is, endpoint matching is performed between adjacent link segments based on spatial adjacency strength and gradient continuation direction. Link segments with consistent direction and spatial continuity are sequentially spliced ​​together, and branches that deviate from the mainstream direction are reattached to the neighborhood of the nearest ridge core node. Next, energy level transition convergence is performed on the spliced ​​links. That is, at the node where cross-gradient layer connection occurs, multi-directional connection is compressed into a single dominant transition path, and the spatial mapping relationship of the transition path is recorded. Then, flow path merging is performed on all converged links. Multiple links that repeatedly cross the same spatial region are merged into the same track. Only the dominant passage trajectory is retained, and the other trajectories are converted into accompanying recording paths. Finally, the merged dominant passage trajectories are sequentially organized according to the spatial progression direction to output the thermal potential channel skeleton chain. Vector domain segmented anchoring is performed on the thermal potential channel skeleton chain. Spatial vector solution is performed on the heat flow direction of each node and a sequence of directional anchor points is established. Segmented anchoring interfaces are generated at the locations of abrupt changes in direction. Continuous anchor point chains with the same direction are locked and merged to form a stable channel unit set. A layered rearrangement of energy level textures is performed on the stable channel unit set, and overlapping paths are reconstructed and arranged in layers according to the dominant thermal potential direction to generate a layered thermal potential textured channel structure. Specifically: First, the path nodes in the stable channel unit set are grouped and registered, and channel units with the same gradient layer are grouped into the same energy level register. Then, coordinate standardization processing is performed on the channel units in each energy level register, that is, the nodes are uniformly converted to a unified expression form under the three-dimensional reference coordinate system of the carriage, while retaining the original connection relationship and path order mark. Next, spatial occupancy comparison is performed on the channel units between different energy level registers, that is, the conflict mark registration of node pairs with overlapping or intersecting positions is performed, and a list of overlapping node pairs is generated. Subsequently, the overlapping node pair list is subjected to a main... The process involves selecting and prioritizing path nodes with continuous unidirectional extension characteristics, identifying them as dominant paths, and marking the remaining path nodes as subordinate branch nodes. Next, the dominant paths are hierarchically rearranged, spatially stratified according to energy level from high to low, and arranged sequentially within each energy level according to path continuity. Simultaneously, subordinate branch nodes are laterally attached, reattached to the nearest neighbor node of the corresponding dominant path. Then, node replacement is performed in cross-layer conflict areas, retaining only dominant path nodes in spatially overlapping locations and redistributing the replaced nodes to unoccupied adjacent spatial units. Finally, all channel paths after hierarchical sorting and spatial reorganization are structurally integrated to output a hierarchical thermal texture channel structure. A cross-domain thermal potential coupling interface is constructed for the layered thermal potential textured channel structure. Directional coupling interfaces are established for nodes experiencing cross-domain energy storage changes, and endpoint docking and interface binding are performed on the cross-boundary heat flow paths to obtain a cross-domain coupling channel chain. Specifically: First, the upper and lower layer relationships of the path nodes in the layered thermal potential textured channel structure are identified, that is, nodes at the contact boundary of adjacent energy levels are extracted as a set of cross-domain interaction node pairs. Then, cross-layer connection backtracking is performed on the set of cross-domain interaction node pairs, that is, tracing back the exit connection edge in the upper layer path and the inlet connection edge in the lower layer path for each pair. Next, porting processing is performed on the cross-domain interaction node pairs, that is, generating a directional output port structure on the exit side of the upper layer path and a directional access port structure on the inlet side of the lower layer path. The process involves spatial projection alignment and registration of the port structure, followed by neighborhood adsorption matching. This involves pairwise adsorption connections between the upper output port and the lower input port based on spatial proximity and thermal flow direction, establishing cross-layer connection mapping links. Next, path compression integration is performed on the cross-layer connection mapping links, connecting the originally separate upper and lower layer paths at the interface positions and incorporating the cross-layer connection segments into the same continuous channel record sequence. Subsequently, interface locking is performed on the continuous channel record sequence, generating stable connection constraint records at all cross-layer connection positions and performing path regularization on redundant cross connections to retain the main passage link. Finally, the path sequences that have completed port matching and cross-layer connection are uniformly summarized to output the cross-domain coupling channel chain. Perform cold energy penetration coordinated docking on the cross-energy level coupling link, perform spatial neighborhood vector matching between the low energy storage path and the high energy storage path, and construct a bidirectional thermal-cold potential flow coupling channel to form a cold-thermal coordinated penetration path structure. The cold and heat co-penetration pathway structure is subjected to entropy-constrained optimization and ordering, followed by segmentation, reorganization, and optimized splicing. Disordered cross-coupled branches are eliminated, and a co-coordinated cold and heat balance control field is output. Specifically, the path units in the pathway structure are read point by point according to the spatial trajectory sequence, and the heat flow and cold flow direction vectors and their adjacent connection directions of each node are extracted simultaneously. Then, the flow direction is discretized for the path units, that is, the direction changes between continuous nodes are converted into a direction status code sequence, and the positions where the direction reversal occurs frequently are perturbed and recorded. Next, the pathways are classified, that is, the paths with continuous and stable direction status codes and continuous spatial extension are classified as the main passage sequence, and the paths with high-frequency jumps in direction status codes and multi-directional intersections are classified as interference branches. The main traffic sequence is then optimized and sorted, which involves arranging the paths sequentially based on spatial extension priority and directional continuity to generate a main traffic sequence chain. Next, node jumps are performed on the main traffic sequence chain, where endpoints are rematched based on nearest neighbor spatial nodes at locations with spatial gaps or misalignments, and continuously connectable path segments are sequentially spliced ​​into a complete path chain. Subsequently, branch stripping is performed on the spliced ​​complete path chain, which involves identifying multi-path intersections that repeatedly cross the same spatial node, removing branches with reverse interweaving and multiple merging, and retaining only a single dominant traffic path. Finally, the path set after sorting, splicing, and stripping is uniformly organized to output a coordinated hot and cold balance control field.

[0026] In this embodiment, vector domain segmented anchoring is performed on the thermal potential channel skeleton chain. Spatial vector solutions are calculated for the heat flow direction of each node, and a sequence of directional anchor points is established. Segmented anchoring interfaces are generated at locations of abrupt changes in direction, and continuous anchor point segments in the same direction are locked and merged to form a stable channel unit set, as detailed below: Multi-plane vector projection is performed on each path node in the thermal channel skeleton chain. The heat flow direction corresponding to each node is mapped to the longitudinal reference plane, transverse reference plane and vertical reference plane of the carriage respectively. The directional projection trajectory and projection extension position are recorded in each projection plane to form a set of directional projection trajectories. Based on the directional projection trajectory set, projection band clustering is performed. Spatially continuous trajectory segments with similar projection extension directions are aggregated and a continuous projection band structure is constructed along the trajectory extension direction, resulting in a directional projection band cluster. Specifically: First, the endpoint coordinates of each trajectory segment in the directional projection trajectory set are recoded, that is, the starting point, intermediate turning point, and ending point of each trajectory segment are converted into a unified three-dimensional coordinate sequence in a spatially progressive order, forming a standard trajectory expression unit. Then, using the ending coordinates of each trajectory segment as a reference, the trajectory segment with the closest spatial distance and whose starting coordinates can be matched is retrieved in the three-dimensional spatial neighborhood of the carriage, and the trajectory segments that satisfy the spatial proximity relationship are constructed as candidate connection pairs. Next, directional recursive matching is performed on the candidate connection pairs, that is, the projection direction of the end of the previous trajectory segment is matched with the projection direction of the starting point of the next trajectory segment. A point-by-point vector extension comparison is performed, and trajectory segments with continuously progressive changes in direction and no reverse reversal features are retained as connectable units. Then, chain-like connection is performed on the connectable units, that is, trajectory segments that meet the connection conditions are spliced ​​at their endpoints in spatial continuity order, and connection node records are generated at the splicing positions. At the same time, the connection nodes are embedded into the trajectory structure to form continuous chain trajectory units. Subsequently, lateral spatial adsorption and recombination are performed on the chain trajectory units, that is, multiple chain trajectory units that are spatially parallel and have small directional deviations are grouped together in parallel according to the projection direction, and their interval distance is compressed by node remapping to form a continuous strip structure. Finally, the continuous strip structure is sequentially spliced ​​according to the main extension direction, and the strip structure with the beginning and end connected in space and the same direction is progressively spliced ​​to output the directional projection strip cluster. By performing thermal potential inertial continuation analysis on the directional projection band cluster, the heat flow propagation trajectory is tracked node by node along the extension direction of each projection band, and the directional deflection process and continuation propagation state of each node during continuous propagation are recorded to form an inertial continuation trajectory set. Specifically, firstly, the node chain sequence of each projection band in the directional projection band cluster is unfolded, that is, the nodes in the projection band are rearranged into a single direction sequence according to the spatial extension direction, and the synchronous heat flow direction vector of each node and the connection vector of adjacent nodes are extracted. Then, a propagation tracking pointer is established with the first node of the projection band as the starting point, and the process is advanced point by point along the node sequence. The difference between the direction vectors of the current node and the next node is calculated one by one, and the difference results are transcribed into direction deflection record items. At the same time, the node records are recorded. The preceding node pointing relationship and the subsequent node succession relationship are written into the middle to form the projection band propagation chain. Then, the projection band propagation chain is subjected to inertial continuation, that is, the node segment where the direction change between multiple consecutive nodes maintains a single progressive trend is marked as the continuation propagation segment, and the node position with the reverse direction or obvious reversal feature is marked as the deflection trigger point. At the trigger point, the continuous propagation index is cut off but the upstream and downstream connection data is retained. Subsequently, the segmented propagation segment is subjected to chain reconnection, that is, all continuation propagation segments are reconnected in spatial adjacency order, and transition node records are embedded at the junction of adjacent segments. Finally, all projection band propagation chains are uniformly summarized, and the node sequence, deflection record and continuation segment combination relationship in each chain are structured and output to form an inertial continuation trajectory set. Based on the inertial continuation trajectory set, inertial decay inflection point capture is performed. During trajectory propagation, the location where the heat flow continuation direction continuously deviates is identified, and the corresponding nodes before and after the deviation are extracted along the trajectory propagation sequence. These nodes are then constructed into a direction inflection interface node group, forming an inertial inflection point set. Specifically, firstly, the node chain structure of each trajectory in the inertial continuation trajectory set is expanded, restoring the trajectory to a continuous node sequence according to the spatial propagation sequence. Subsequently, using the continuous node sequence as the processing benchmark, a forward direction difference calculation is established for each node. The angle difference between the current node's direction vector and the previous node's direction vector is calculated node by node, and the direction difference of multiple consecutive nodes is continuously increased. The position of the state is marked as the candidate node of the direction deviation. Then, continuous segment aggregation is performed on the candidate node of the direction deviation. The nodes that are continuously distributed in space and have the same deviation trend are merged into segments to form inertial decay segments. Subsequently, interface node extraction is performed on the inertial decay segments. That is, the forward interface node is extracted at the node position before the start of the segment and the backward interface node is extracted at the node position after the end of the segment. The two types of nodes are paired according to the spatial adjacency relationship to form the direction turning interface node group. At the same time, the spatial coordinates and connection path relationship of each group of nodes are bound to the record. Finally, all the direction turning interface node groups are sorted and organized according to the trajectory propagation order to output the inertial inflection point set. A directional field adsorption and reshaping process is performed on the inertial inflection point set. A local thermal potential dominant directional field is established within the car space grid, and the directional inflection interface node groups are adsorbed and attached to the mainstream axis of the adjacent directional field to obtain a directional adsorption node set. Specifically, firstly, heat flow direction sampling calculation is performed on each cell of the car space grid. The heat flow direction vectors entering and leaving each grid cell are superimposed, and the superposition result is used as the dominant directional axis of the grid. At the same time, the dominant directional axes of adjacent grids are connected and recorded. Subsequently, spatial coordinate mapping is performed on each interface node group in the inertial inflection point set. Each node in the node group is projected into the corresponding grid cell, and the connection relationship between the dominant directional axis of the cell and the adjacent axis is extracted. Next, axis alignment calculations are performed on the node groups, which involves calculating the angle between the heat flow direction vector of the node and the dominant axis of the grid at each point, and taking the axis with the smallest angle as the target axis for node adsorption. At the same time, the node positions are repositioned by projection along the axis. Then, for nodes that have deviated across grids, neighborhood grid reassignment is performed, which means that they are rebound to grid cells that are closer to the dominant direction, and their axis affiliation is updated synchronously. Next, axis sequence sorting is performed on the node groups that have completed adsorption, which means that the nodes are rearranged according to their projection order on the target axis, and a continuous axis connection relationship is established between adjacent nodes. Finally, all node groups that have completed adsorption mapping are integrated and the directional adsorption node set is output. Anchor point sequence weaving is performed based on the directional adsorption node set. Nodes continuously distributed along the mainstream axis of the same directional field are connected in series according to the order of heat flow propagation, and independent anchoring segments are established between adjacent inertial inflection points to form a directional anchor point chain sequence. Specifically, firstly, the nodes in the directional adsorption node set are classified and organized according to their respective mainstream axes, and a node spatial projection sequence is constructed using the mainstream axis as a unit. The spatial position of each node in the axis direction is converted into axis projection coordinates. Then, each node is sorted in ascending order according to the axis projection coordinates, and the sorting result is written into the axis sequence structure to form a basic series sequence. Next, continuous connection construction is performed on adjacent nodes in the basic series sequence, that is, the departure direction of the previous node is connected to the next node. The entry direction of each point is compared one by one, and continuous anchor link is established between node pairs whose directions continue in the same direction. At the same time, the direction continuity status of each link is recorded. Then, nodes with abrupt changes in direction are identified and treated as sequence segmentation nodes. Continuous node segments are extracted before and after each segment and each segment is defined as an independent anchoring segment. At the same time, the nodes within the independent anchoring segment are reconnected in the original axis order to maintain the continuity within the segment. Next, all anchoring segments and continuous link are alternately spliced, that is, adjacent segments and links are connected in sequence according to the axis progression direction, and the inter-segment anchoring identification relationship is established at the connection point. Finally, the spliced ​​axis sequence is uniformly sorted and the direction anchoring chain sequence is output. By performing co-directional channel binding on the directional anchor chain sequence, anchor chain segments with consistent propagation directions and located within the same directional field adsorption zone are merged and recombined. Continuous passage organization is then performed on the merged chain segments to output a stable channel unit set. Specifically: First, each chain segment in the directional anchor chain sequence is spatially classified according to its directional field adsorption zone, and each chain segment is converted into an axial projection sequence along the mainstream axis. Then, pairwise direction vector matching calculations are performed between chain segments, combining chain segments whose included angles satisfy the co-directional continuity condition into a co-directional candidate set. The chain segments within the co-directional candidate set are then arranged in ascending order according to their axial starting coordinates. Finally, channel binding is performed on the co-directional candidate set. The process involves connecting the endpoints of continuously distributed chain segments with the same orientation within the same adsorption zone, establishing endpoint connection records at the boundaries of adjacent chain segments, and reconnecting discontinuous chain segments through the nearest axial adjacency. Subsequently, the reconnected chain segments are merged and reorganized, that is, the continuously connected chain segments with the same orientation are sequentially spliced ​​into a single chain structure, and the structural segment identifiers are retained at the original chain segment boundaries to record the splicing relationship. Next, the merged chain structure is continuously processed, that is, the entire link is reordered according to the axial propagation order, and redundancy is removed and merged for nodes with intersections and repetitions. Finally, all chain structures that have completed the binding and processing are output uniformly to form a stable channel unit set.

[0027] In this embodiment, cold energy penetration collaborative docking is performed on the cross-energy level coupling link. The low-energy storage path and the high-energy storage path are matched by spatial neighborhood vector matching, and a bidirectional thermal-cold potential flow coupling channel is constructed to form a cold-thermal collaborative penetration path structure, as detailed below: Extract the heat flow and cold flow direction vectors of nodes in the cross-energy-level coupling link, and perform time-series vector expansion. Project the directional changes of the same node in different spatial neighborhoods onto the main progressive axis to form an axially expanded vector chain. Based on the axially expanded vector chain, a reverse potential difference traction mapping is performed to construct a reverse potential difference driving axis between the low-energy storage path and the high-energy storage path. Cold and hot flows are projected onto the positive and negative dual-domain spaces of the driving axis, generating a bidirectional potential difference mapping point set. Specifically, the node sequence in the axially expanded vector chain is first sorted point by point, and the synchronous hot or cold flow direction vector of each node is extracted to form node sequence units. Then, based on the node sequence units, low-energy storage nodes and high-energy storage nodes are paired up one by one within a continuous spatial adjacency range. That is, each pair of nodes establishes a corresponding connection relationship according to the principle of shortest spatial distance, and this connection relationship is used as the basis for generating the driving axis to construct an axial connection baseline that runs through both types of node sequences. Next, the axial connection baseline is segmented and discretized. The connecting line segments between adjacent nodes are divided into axial segmented units with a fixed spatial step size. The dominant extension direction in each segmented unit is determined as the directional reference for that segment. Then, with the directional reference as a constraint, the hot or cold flow vectors of the nodes are coaxially projected. That is, the vector component consistent with the hot flow direction is projected to the forward domain, and the vector component consistent with the cold flow direction is projected to the reverse domain. The projection belonging relationship of each node in the corresponding segmented unit is recorded. Next, the nodes in all segmented units are spatially rearranged according to the forward and reverse domains respectively, while keeping their continuous index relationship on the drive axis unchanged. Finally, the forward projection node sets and reverse projection node sets in all segmented units are merged according to the same axial structure to output a bidirectional potential difference mapping point set. By performing staggered phase-locking pairing on the bidirectional potential difference mapping point set, hot potential nodes and cold energy nodes that satisfy phase complementarity within the spatial neighborhood are locked point by point, and a phase coupling transfer unit group is established between the locked points. Specifically, the nodes in the bidirectional potential difference mapping point set are first sequentially expanded, and the projection domain data and spatial coordinate data of each node are extracted simultaneously to form a node list with sequence identifiers. Then, based on the drive axis segmentation unit, the node list is segmented and aggregated. Nodes falling within the same segmentation unit and adjacent segmentation units are divided into local neighborhood node sets. Next, hot potential nodes and cold energy nodes are matched pair by pair in the local neighborhood node set. The forward projection sequence of the hot potential node and the backward projection sequence of the cold energy node are cross-compared according to the drive axis index, and the index is then... Node pairs with staggered corresponding positions are marked as candidate locking pairs. Then, phase filtering is performed on the candidate locking pairs, that is, the projection change direction of the nodes in the continuous segmented units is compared segment by segment. Node pairs with complementary change directions and corresponding relationships in multiple adjacent segments are retained as valid locking pairs. Next, point-by-point binding operation is performed on the valid locking pairs, establishing a one-to-one correspondence between the thermal potential node and the cold energy node according to the driving axis index, and writing the segmented unit number and neighborhood affiliation identifier of the node to which it belongs in the binding record. Then, the coupling connection path is constructed based on the bound node pairs, that is, each node pair is sequentially connected in the driving axis direction, and spatial connection records are added between adjacent node pairs. Finally, all coupling connection paths are summarized according to the segmented unit order, and the phase coupling transfer unit group is output. Port-based reconstruction is performed on the phase-coupled transfer unit group, decomposing each coupled node into input and output port pairs to obtain a port-connected mesh system. Specifically, this involves: firstly, extracting the driving axis index, spatial coordinates, and correspondence between hot potential and cold energy nodes from the coupled nodes in the phase-coupled transfer unit group, and transcribing each node pair record into a standard node element record format; then, using the driving axis segmented unit as the boundary, performing region aggregation on all node elements, that is, dividing the node elements within the same segmented unit and its adjacent segmented units into local processing domains; next, within each local processing domain, performing port direction splitting on each coupled node, that is, marking the flow direction corresponding to the hot potential side as input data and the flow direction corresponding to the cold energy side as output data, and generating a dual-port mesh based on this flow direction marking. The process begins with a data structure. Then, a port generation operation is performed on each coupled node, decomposing the original node into two independent units: an input port record and an output port record. These units inherit the spatial coordinates and drive axis index of the original node, respectively, and a port type identifier is appended to each record. Next, target matching is performed on the input port records. Within the same local processing domain, the corresponding output port record is retrieved according to the continuity of the drive axis index, and port docking relationships are established using index adjacency as the connection condition. Furthermore, all port docking relationships are structurally summarized, and the pairing results of input and output ports are written into a port connection table. Each connection relationship is appended with an axial sequence number and a spatial distance identifier. Finally, the port connection table is uniformly sorted according to the drive axis segmentation unit order, and the output port connection mesh system is established. Based on a port-connected mesh system, potential energy folding mapping and cross-domain nested reconstruction are performed. Low-energy storage path nodes are compressed and mapped to the shortest potential migration path on the main axis of high-energy storage paths according to a progressive potential difference relationship. Nested coupled transmission unit clusters are generated at the folding positions, creating multi-layered embedded transmission bands for hot and cold paths. Specifically: First, the port connections in the port-connected mesh system are linearly sorted according to the driving axis index, and the input port, output port, spatial coordinates, and energy storage status identifier are extracted from each connection to form a structured port link record. Then, based on the energy storage status identifier, the port link record is divided into a low-energy storage port set and a high-energy storage port set. A spatial adjacency index table for the two types of ports is established within the same driving axis segment unit. Finally, using the high-energy storage port... Using the set as the main axis reference, point-to-point proximity matching is performed on each port in the low energy storage port set, mapping it to the nearest high energy storage port position on the drive axis index, and recording the spatial offset sequence of the mapping path. Then, compression is performed on all mapping paths, that is, merging multiple consecutive offset paths into a single axial folding path, and node merging is performed at the intersection or overlap of paths, that is, merging the corresponding input and output port relationships into a unified port pair record. Next, the port pair record is further split at each folding position, reconstructing the original single-layer connection relationship into a nested connection structure between upper and lower layers, and re-establishing the port docking index relationship between the upper and lower layers. Finally, all nested connection structures are merged and arranged according to the drive axis order, outputting a multi-layer embedded conveyor belt structure. A dual-modal through-chain arrangement is performed on multi-layered nested transmission unit clusters, asynchronously staggering and splicing the heat transfer channels and cold infiltration channels within the same axial system, resulting in a continuous bidirectional through-chain transmission pattern. Specifically, the multi-layered nested transmission unit clusters are first numbered hierarchically according to the drive axis index, and the heat potential channel ports and cold infiltration channel ports within each layer are registered as two separate sequence queues. Then, using the drive axis as a unified reference axis, the heat potential sequences are sorted in the forward index direction to form a forward queue, and the cold infiltration sequences are sorted in the reverse index direction to form a backtracking queue. An index mapping relationship is established between the two types of queues. Next, an interleaving matching operation is performed on the index mapping relationship, that is, adjacent positions in the forward queue are matched. The port node is bound point by point to the port node offset by one axial unit in the backtrack queue, and the corresponding spatial offset and level number are written in the binding record. Then, the binding result is alternately concatenated, that is, the hot energy channel segment and the cold energy channel segment are spliced ​​in the hot energy segment-cold energy segment cyclical order, and a channel switching identifier node is inserted at each switching position to maintain the continuous recording of the link. Next, the spliced ​​channel chain is subjected to a breakpoint repair operation, that is, the breakpoint is identified on the drive axis index, and the nearest port nodes on both sides of the position are re-established to restore the continuous path. Finally, the repaired overall channel chain is uniformly sorted according to the drive axis order, and the dual-modal through chain transmission form is output. Based on the bimodal through-chain transmission pattern, topological convergence and redundant path compression are performed. Multiple intersections and loop return paths are ordered by single-axis projection along the main potential transmission axis. Boundary reconnection constraints are applied to residual bifurcation paths, outputting a cold-hot synergistic penetration pathway structure. Specifically: First, the channel nodes in the bimodal through-chain transmission pattern are sequentially encoded according to the driving axis index, and the connection relationships of each node are organized into an axial connection list. Then, the spatial coordinates of the nodes in the axial connection list are merged, that is, nodes in the same or adjacent spatial positions with multiple connection relationships are divided into cross-redundant node groups, and the combination relationship of the entry and exit paths of each node group is recorded. Next, an axial mapping is established based on the main potential transmission axis, i.e. All non-redundant connection paths are mapped point by point to a unified axis according to the axial coordinates, and the mapping results are rearranged in ascending order of index to form a main axis path sequence. Then, the repeated interlacing connections in the main axis path sequence are compressed, and the connection segments that appear multiple times in the same axial interval are merged into a single connection record. The connection relationship of the merged path is then merged into the corresponding main path node. Next, a bifurcation identification operation is performed on the compressed path sequence. Nodes that deviate from the continuous direction of the main axis are marked as bifurcation nodes, and the nearest connectable node is searched in the axial neighborhood before and after each bifurcation node. The node is then rebound to the main axis path to form a boundary reconnection relationship. Finally, the path set after compression, reordering and reconnection is uniformly sorted to output the cold and hot synergistic permeation pathway structure.

[0028] S3 generates a multi-temperature domain stable temperature control execution state by using thermal potential steady-state clamping and cold capacity boundary flexible guidance on the collaborative thermal balance control field. In this embodiment, by applying steady-state thermal potential clamping and flexible boundary guidance to the coordinated thermal equilibrium control field, a multi-temperature domain stable temperature control execution state is generated, as detailed below: Based on the spatially nodeized heat and cold flow records in the collaborative thermal balance control field, the heat and cold flow directions of each node are uniformly aligned in time and rearranged in path numbering to form a heat and cold flow node sequence table. Specifically, firstly, the time base of the spatially nodeized heat and cold flow records is adjusted, that is, the heat and cold flow direction data at different sampling times are mapped to a unified time axis base, and a standard time index mark is written for each node. Subsequently, the spatial positions of the nodes in the collaborative thermal balance control field are progressively sorted and reconstructed, that is, the original scattered nodes are reconnected into an initial spatial sequence chain according to spatial continuity. Then, the direction vectors of adjacent nodes in the initial spatial sequence chain are sequentially processed. For comparison, a direction buffer identifier is inserted into the node where the angle between the hot flow and cold flow directions changes abruptly, and the connection pointer relationship between the preceding and following nodes is preserved simultaneously. Then, a path encoding rewrite operation is performed on the node chain after adding the buffer identifier, that is, the spatial partition number, flow direction category number, and sequence order number are combined and encoded to generate a new path index field, and this index field is written into each node structural unit. Subsequently, a unified direction projection is performed on the node sequence after the path encoding is completed, that is, all hot flow and cold flow directions are uniformly projected to the car main axis reference coordinate system. Finally, all nodes are sequentially rearranged according to the updated path index field to output the hot and cold flow node sequence table. The thermal potential stability baseline is solidified on the hot and cold flow node sequence list. Continuous, unidirectional, and continuously flowing thermal potential path segments are continuously locked to generate a thermal potential steady-state constraint spectrum. Specifically: First, the hot and cold flow node sequence list is sequentially rearranged according to spatial path index, and the hot and cold flow direction vectors and their adjacent connection data for each node are extracted. Then, the axial decomposition of each node's direction vector is performed, that is, non-principal axis components are eliminated, only the principal vector components are retained and written back to the node direction field. Next, a point-by-point direction determination is performed between adjacent nodes, that is, node sequences with stable and abrupt changes in the direction vector angle are continuously marked, and a reverse offset or flow direction is detected. A break marker node is inserted at the break point, while preserving the connection index relationship between the preceding and following nodes. Next, inter-segment compression is performed on the continuously marked path segments, that is, the spatially adjacent node segments with the same direction are merged and rewritten, and the path boundary index and continuity status marker of the segment start and end point are updated synchronously. Then, stability locking is performed on the merged path segments, that is, the path segments that maintain unidirectional flow characteristics are written into the frozen state and their index mapping relationship is solidified. At the same time, segments with disturbance characteristics are isolated and marked, and the main path sequence is removed. Finally, all solidified path segments are merged and sorted according to the spatial progression direction to form a thermal potential steady-state constraint spectrum. Based on the disturbance triggering identifier in the thermal potential steady-state constraint spectrum, thermal potential constraint suppression mapping is performed. Fluctuating thermal potential path segments are subject to unidirectional constraint, and the original bidirectional return flow relationship is directionally compressed and reconstructed to form a controlled thermal potential guide zone. Specifically: First, the path segment with the disturbance triggering identifier is subjected to flow state extraction, that is, it is independently separated from the original steady-state link, while simultaneously retaining its upstream and downstream connection direction data and spatial adjacency records. Then, the hot and cold flow directions within the path segment are aligned, that is, opposing flow components are canceled and merged, retaining only the dominant propulsion direction, which is written into the dominant flow direction field of the path segment. Finally, the connection relationship between the path segment and adjacent paths is... The process involves splitting the line-by-line relationship, which involves breaking down the original back-and-forth interlinking connection pairs into unidirectional advancing connection units. Directional constraint identifiers and source association codes are written at the connection nodes. Next, the paths of the split connection units are reordered, which means adjusting the spatial order of connections that turn back and cross to a unidirectional progressive sequence. Cross-node loop paths are truncated and then reconnected. After that, the reconstructed path segments are flow-direction locked, which means binding all connection units in an irreversible direction and freezing their bidirectional return flow capability. At the same time, the remaining reverse connections are isolated, sealed, and removed from the main chain index. Finally, the path segments that have completed unidirectional constraint and compression reconstruction are chained together in the advancing order to output a controlled thermal potential guide band. A cold flow boundary attachment analysis is performed on the controlled thermal potential guide zone. Neighborhood attachment matching is performed on cold flow nodes in adjacent spaces outside the thermal potential chain segment, and a cold flow embedding connection sequence is established according to the spatial contact order to obtain the cold-thermal boundary interlocking zone. Specifically: First, the boundary contour of the controlled thermal potential guide zone is expanded and buffered, that is, cold flow nodes within a certain range adjacent to the outside of the guide zone are gradually added to the attachment list. Then, the direction decomposition and reconstruction of the cold flow nodes is performed, that is, its original cold flow vector is split into a tangential component along the boundary direction and a radial component pointing inwards to the guide zone, retaining only the tangential component as the attachment reference. Finally, the contact relationship between the cold flow nodes and the thermal potential chain segment boundary is matched point by point. The process involves binding the shortest distance and tangentially aligned node pairs together and writing the contact number and boundary landing point index into the binding relationship. Next, boundary sequence rearrangement is performed on all bound nodes, that is, the cold flow nodes are sequentially connected according to their extension direction on the boundary of the hot potential chain segment, and the location of the discontinuous node is interpolated by proximity. Furthermore, embedding constraints are written into the rearranged cold flow sequence, that is, its connection relationship is limited to a unidirectional sliding structure along the boundary, and the conflict is cleared for cross-embedded or repeated mapped nodes, retaining only the dominant attachment path. Finally, the cold flow node chain that has completed the attachment constraints and sequence reconstruction is bound to the boundary of the hot potential guide zone, and the cold and hot boundary interlocking zone is output. Based on the flexible trajectory traction of the cold and hot boundary interlocking zone, the cold flow nodes are slid and aligned point by point along the extension direction of the thermal potential chain segment, and adjustable coupling connection units are constructed between the nodes to form a flexible collaborative migration corridor. A phase-shifted coupling reconstruction is performed on the flexible collaborative migration corridor. The flow direction time series of the thermal potential chain segments and the cold energy embedded connection sequences are interleaved and rearranged, and cross-sequence alignment matching relationships are established within the spatial neighborhood to generate a thermal-cold collaborative coupling axis. Specifically: First, the thermal potential chain segments and the cold energy embedded connection sequences within the flexible collaborative migration corridor are discretized node by node. This involves uniformly writing the entry direction, exit direction, and continuation direction of each node into the direction marker field, and generating a dual-sequence time series index chain according to the flow direction progression order. Then, a phase-shifted embedding arrangement is performed on the dual-sequence time series index chain, that is, thermal potential nodes and cold energy nodes are embedded into the same time series track in an alternating manner, and directional conflicts are addressed. The nodes are rearranged to the next available time sequence position using a delayed insertion method. Then, spatial coupling mapping is performed on the rearranged dual-sequence nodes, that is, hot potential nodes and cold potential nodes are paired one by one according to spatial contact proximity. Next, axial co-construction is performed on the paired nodes, that is, all hot and cold nodes are mapped to a unified extended main axis and their positions are merged through the main axis reference. Furthermore, the connection relationship is reconstructed on the structure after axial co-construction, the original independent links are rewritten into hot and cold alternating through connections, and redundant back-folding connections are eliminated, retaining only the continuous through main links. Finally, the structure that has completed the misaligned rearrangement and co-construction mapping is output as a whole axial consolidation, forming a hot and cold synergistic coupling axis. Multi-domain lock-state solidification is performed on the thermal synergistic coupling axis band, and the thermal potential chain and cold flow embedding chain are uniformly locked and mapped along the spatial axis to form a multi-temperature domain stable temperature control execution state. Specifically, firstly, the thermal potential chain and cold flow embedding chain within the thermal synergistic coupling axis band are re-encoded along their axial sequences, that is, the spatial landing point, flow direction, and connection relationship of each node are transcribed into a unified identifier unit, and then reorganized into a double-chain mapping sequence according to the axial extension order. Subsequently, coaxial coupling alignment is performed on the double-chain mapping sequence, that is, thermal potential nodes and cold flow nodes are paired point by point according to their axial adjacency relationship. After that, lock-state binding is performed on the paired nodes, that is, the continuously connected and directionally stable node pairs are solidified into non-lock-state binding. The system can detach the connection unit and re-embed nodes with local offsets or intersections using the nearest axial regression method. Then, it performs multi-domain constraint writing on the bound structure, that is, synchronously writes the heat transfer state and cold flow embedding state into a unified control field and establishes continuous state maintenance records between nodes. Furthermore, it performs axial compression on the overall locked structure, that is, projects all nodes onto the same extended baseline and compresses and integrates repeated overlapping connections, retaining only a single main axis through path. Finally, it performs overall solidification output on the double-chain structure that has completed compression and locking, so that the heat potential chain and the cold flow embedding chain form a stable coupling state in the same axial system, and obtains a multi-temperature domain stable temperature control execution state.

[0029] In this embodiment, flexible trajectory traction is performed based on the cold and hot boundary interlocking zone. The cold flow nodes are slid and aligned point by point along the extension direction of the thermal potential chain segment, and adjustable coupling connection units are constructed between the nodes to form a flexible cooperative migration corridor, as detailed below: Based on the thermal potential chain segments within the hot-cold boundary interlocking zone, boundary vector segmentation and anchoring are performed. The continuous thermal potential chain segments are vectorized and divided according to their spatial extension direction, and directional constraint calibration units are generated for each segment, forming a thermal potential vector anchoring sequence. Specifically: First, the thermal potential chain segments are continuously segmented along the node connection path, i.e., the spatial direction change between adjacent nodes is used as the segmentation basis, dividing the entire chain segment into several continuous segments with consistent directions. The directional data of the first and last nodes of each continuous segment are recorded. Then, the dominant direction of each continuous segment is determined, i.e., all directional components within the segment are merged and calculated, retaining only the dominant extension direction as the standard direction of the segment, and writing this direction into the segment-level direction field. Next, a segment-by-segment direction comparison is performed between adjacent continuous segments, i.e., the direction... The positions where the difference exceeds the preset continuity condition are marked as breakpoints, and a direction switching node is written at the breakpoint to record the direction change relationship between the preceding and following segments. Then, all continuous segments are reconnected in spatial extension order, that is, segments with the same direction and spatially adjacent are connected in sequence, and the connection relationship on both sides of the breakpoint is supplemented. Next, the spatial direction of the concatenated segment sequence is unified, that is, the main direction of each segment is uniformly mapped to the direction of the main extension axis of the carriage, and each segment is reassigned an axial sequence number. Then, a front-to-back direction correspondence is established between adjacent segments, and the output direction of the previous segment is bound to the input direction of the next segment to form a progressive connection structure between segments. Finally, all segment-level structures that have completed direction calibration and progressive binding are output in sequence to form a thermal potential vector anchoring sequence. A distributed anchor-driven array is constructed based on the thermal potential vector anchoring sequence. Primary and secondary anchors are deployed on the thermal potential chain segment according to an equidistant control rule, and a directional recursive constraint link is established between adjacent anchors. Simultaneously, a guidance consistency mapping relationship is introduced between anchors to form an anchor-driven mapping structure. Specifically: First, continuous spatial measurement is performed on each segment of the thermal potential vector anchoring sequence. That is, candidate anchor positions are located point by point on the chain segment based on the equidistant interval between nodes within the segment. Nodes located at the segment start node, segment end node, and critical position of direction change are marked as primary anchors, and the remaining nodes distributed at fixed intervals are marked as secondary anchors. Anchor attribute codes and segment affiliation data are written to these secondary anchors. Then, direction vector inheritance is performed on each anchor point, that is, the main direction vector of the segment where the anchor point is located is synchronously mapped to the anchor point's own direction field, and the connection index of its preceding and following nodes is retained. Finally, sequential execution is performed between adjacent anchor points. The process involves registering the direction of anchor transfer, binding the output direction of the previous anchor point to the input direction of the next anchor point in pairs, marking breakpoints for anchor point pairs with abrupt direction changes while preserving the original connection relationships, and then performing spatial adjacency checks on all anchor points. This involves merging and connecting anchor point pairs within the same chain segment that meet the continuous contact condition, while supplementing connection indexes for cross-segment adjacent anchor points. Next, the process involves performing orientation adjustments between anchor points, writing back the direction of anchor points whose direction deviates from the extension direction of the main chain segment, and simultaneously updating their recursive direction records. Subsequently, the connection relationships between main anchor points and secondary anchor points are hierarchically reorganized, with main anchor points serving as connection skeleton nodes and secondary anchor points as supplementary transfer nodes inserted between adjacent main anchor points to form a hierarchical anchor point connection sequence. Finally, the anchor point type data, direction recursive relationships, adjacency connection relationships, and hierarchical arrangement results are structurally integrated to output the anchor point-driven mapping structure. Multi-anchor domain attribution coupling matching is performed on cold flow nodes, mapping them to multiple candidate anchor point intervals according to their spatial neighborhood relationships, forming an anchor domain attribution node chain. Specifically, firstly, the neighborhood range of each cold flow node is defined, that is, based on the spatial extension direction of its chain segment, multiple anchor point coverage intervals are intercepted on the forward and backward extension paths, and the anchor points within the coverage intervals are numbered and written into the candidate pool. At the same time, the spatial coordinates and direction vectors of each candidate anchor point are recorded. Then, the direction vector of the cold flow node itself is normalized, and the angle between it and the direction vectors of each anchor point in the candidate pool is calculated pairwise. The anchor point with the smallest angle deviation and continuous direction in the same direction is determined as the primary attribution anchor point. Then, secondary attribution marking is performed on the remaining candidate anchor points, and the nodes are assigned to anchor points with the same attribution node. Anchors that are spatially close to cold flow nodes but have slightly larger directional deviations are included in the secondary affiliation set, and a backup mapping number and association level are written to them. Then, a primary path binding relationship is established between cold flow nodes and primary affiliation anchors, and their numbers are paired and written into the binding index table, while the directional difference is recorded synchronously. Next, an auxiliary mapping relationship is established between cold flow nodes and secondary affiliation anchors, and they are written into the candidate index structure in the form of parallel links and arranged and registered in spatial order. Then, a bidirectional write-back is performed on all binding relationships, that is, the affiliation anchor set identifier is written at the cold flow node end, and the corresponding cold flow node reference number is written at the anchor end. Finally, the primary affiliation matching results, secondary affiliation mapping relationships and bidirectional index structure are integrated and the anchor domain affiliation node chain is output. By performing piecewise continuous interpolation reconstruction on the anchor domain attribution node chain, a sequence interpolation path is established within each anchor point interval based on the thermal potential chain segment direction, forming a piecewise continuous aligned trajectory chain. Specifically: First, the anchor domain attribution node chain is divided into intervals according to the distribution of main anchor points. The node sets between adjacent main anchor points are defined as independent processing units, and the cold flow nodes within each unit are rewritten with interval identifiers and sequence position codes. Then, the dominant direction vector of the thermal potential chain segment is extracted within each interval as the path constraint reference, and this direction vector is decomposed into forward progressive components and lateral correction components. Next, piecewise interpolation is performed on the cold flow nodes within the interval, that is, the nodes are mapped onto the main direction extension axis in an equidistant projection manner, and their positions are redistributed. Finally, a recursive alignment operation is performed between adjacent intervals, i.e. The direction output state of the end node of the previous interval is matched point by point with the direction input state of the start node of the next interval. Nodes whose direction deviation exceeds the continuous constraint range are shifted sequentially. Then, gap detection is performed at the interval boundary, that is, the position where there is a gap or breakpoint is marked as the compensation insertion point, and a path continuous compensation node is generated at the position. At the same time, the direction of the compensation node is set as the weighted transition vector of the main direction of the preceding and following intervals and written into the cross-interval connection index. Subsequently, a unified order reconstruction is performed on all nodes in the interval and the compensation nodes, that is, they are re-stitched into a continuous path chain according to the progressive direction, and the global path numbering system is updated to maintain chain consistency. Finally, the entire node sequence that has completed interpolation reconstruction, recursive alignment and compensation filling is output in a structured manner to form a segmented continuous aligned trajectory chain. Based on a segmented continuous aligned trajectory chain, potential gradient-driven migration control is performed to convert the cold flow node positions into gradient offset states relative to the hot potential chain segments, forming a gradient-controlled migration chain. Specifically: First, a correspondence is established point-by-point between the cold flow nodes in the segmented continuous aligned trajectory chain. Each cold flow node is matched one-to-one with the reference position in the main axis direction of the hot potential chain segment within its interval, and the offset difference between the two in spatial position and direction is calculated. Then, all cold flow nodes are classified according to the offset difference, that is, nodes with small offset, medium offset, and large offset are assigned to different gradient level sequences, and their original interval numbers and connection indices are retained. Next, a hierarchical progressive trajectory is performed on nodes of different gradient levels, that is, low gradient nodes are moved along the main direction of the hot potential chain segment. For short-distance close-proximity adjustments, the mid-gradient nodes are recursively aligned segment by segment according to intervals, and the high-gradient nodes are rearranged across segments according to cross-interval paths. After each position change, the node connection relationship and sequence index are updated synchronously. Then, dynamic potential balance constraint units are set during the node migration process to continuously record the displacement distance and direction changes of each node and limit the displacement difference between adjacent nodes. Next, the node sequence that has completed gradient processing is uniformly sorted, that is, all cold flow nodes are rearranged into a continuous path chain according to the updated position relationship, and the connection index relationship between nodes is reconstructed synchronously. Finally, the node chain after gradient offset identification, hierarchical progressive processing and constraint control is output in a structured manner to form a gradient control migration chain. A topological interleaving arrangement is performed on the gradient-controlled migration chain and the thermal potential vector anchoring sequence. Cold flow nodes are embedded and rearranged according to the thermal potential anchor point order, creating an alternating through structure for both types of links on the same topological axis. Specifically: First, the thermal potential anchor point sequence is used as the dominant skeleton path, which is then solidified point by point along the spatial extension direction as the main passing node sequence, and the sequential relationship between each node is simultaneously marked. Then, cold flow nodes in the gradient-controlled migration chain are assigned to their corresponding anchor point intervals according to their spatial location, and cold flow nodes are inserted one by one between adjacent anchor points. Next, an alternating arrangement is performed on the embedded hybrid node chain, that is, the thermal potential anchor points and cold flow nodes are arranged according to the main... The nodes—accompanying nodes—main nodes are rearranged segment by segment according to their rhythm. When nodes are stacked or cross-segment interspersed, they are repositioned into the corresponding segments according to the interval where the nearest main passing node is located. Then, a segment-by-segment dependency relationship is established between the main node and the accompanying node. Each hot anchor point forms a local coupling unit with the adjacent cold flow nodes before and after it. The cold flow nodes are also restricted by the connection position of the adjacent main nodes. Next, the overall link direction is uniformly sorted out, that is, all connection relationships are sorted out in a unidirectional progression according to the main passing direction, eliminating reverse back-folding connections. Finally, the overall structure with interlaced arrangement and nested reconstruction is output to form a hot and cold double-chain coupling connection structure. Based on the staggered and interconnected topology, anchor point locking and structural solidification are performed, and topological compression mapping is applied to cross-interval connections to output a flexible collaborative migration corridor structure. Specifically: First, a state sealing record is established for each anchor point in the staggered and interconnected topology, that is, the current connection direction, previous and subsequent relationships, and interval affiliation data of each anchor point are solidified and written. Then, the connection directions of all anchor points are adjusted in the same direction, that is, connections with reverse or foldback directions are adjusted to unidirectional progressive connections along the main extension direction. Subsequently, path merging is performed on cross-interval connections, that is, connection chains with repeated crossing or intersecting loop characteristics in different intervals are compared segment by segment, and selected... The path with the strongest spatial continuity and the fewest path repetitions is selected as the dominant connection chain. The remaining repetitive links are stripped and removed from the main structure. Then, topology compression is performed on the retained dominant connection chain, which means that the connection nodes originally distributed in multiple intervals are re-aggregated along the main axis extension direction and reconnected into a continuous chain path according to the node sequence. At the same time, the cross-interval connection is folded into a single-segment through connection structure. Subsequently, breakpoint shaping is performed on the compressed link structure, which means that the positions with gaps or jumps in the path are sequentially connected according to the nearest neighbor node relationship. Finally, the chain result after direction locking, path merging and structural compression is output as a whole to form a flexible collaborative migration corridor structure.

[0030] S4, based on the multi-temperature domain stable temperature control execution state, drives the coordinated control of cross-temperature zone cold energy directional migration adjustment and carriage thermal disturbance suppression; In this embodiment, based on the multi-temperature domain stable temperature control execution state, the coordinated control of cross-temperature zone cold energy directional migration adjustment and carriage thermal disturbance suppression is driven, as follows: Based on the heat flow and cold flow operation records of the nodes in the carriage space under multi-temperature domain stable temperature control execution state, and after uniformly processing the flow direction and migration trajectory of each node in a time sequence, a basic collaborative control sequence unit set is formed. By performing cross-temperature zone cold energy dominant path calibration on the basic collaborative control sequence unit set, the cold energy trajectory in the low energy storage area is continuously chained together, and the thermal disturbance trajectory in the high energy storage area is spatially mapped to form a dual-domain path association sequence. Specifically, firstly, each node in the basic collaborative control sequence unit set is partitioned and archived according to its thermal and cold states. That is, the cold energy nodes in the low energy storage state are sequentially connected point by point according to their spatial adjacency relationship. The discontinuous cold energy trajectories are spliced ​​across nodes, and a path continuation identifier is recorded at each splicing position, so that the cold energy trajectory forms a dominant continuous advancing chain segment. Subsequently, spatial positioning matching is performed on the thermal disturbance nodes in the high energy storage area, that is, they are mapped one by one to the adjacent interval node positions of the cold energy chain segment, and the process is carried out according to the segment boundaries. The process involves segmenting and attaching thermal disturbance trajectories into the cold energy chain structure. Next, the cold energy chain segments and the embedded thermal disturbance segments are rearranged in the same order, meaning the two types of trajectories are arranged in an alternating pattern according to a unified spatial direction. Any intersecting or misaligned connections are adjusted by extending them to the nearest neighbor. Then, node-by-node mapping and binding are performed on the two types of trajectories, meaning cold energy nodes are associated one-to-one with their corresponding thermal disturbance nodes based on spatial proximity, and cross-interval mapping relationships are extended in a chain-like manner. Next, structural processing is performed on the bound dual-domain trajectories, meaning all connections are uniformly adjusted to a unidirectional progressive connection form, and reverse connections are locally rearranged. Finally, the dual-domain trajectories that have completed the connecting splicing and mapping binding processes are output as a whole, forming a dual-domain path association sequence. A cold energy-oriented migration chain is constructed by constructing a cold energy-oriented migration chain for the dual-domain path association sequence. Cold energy nodes are arranged sequentially according to the main migration direction, and directional constraint connection structures are set at the temperature zone boundaries to generate a cold energy-oriented migration chain. Specifically, firstly, the cold energy nodes in the dual-domain path association sequence are sequentially rearranged according to the spatial advancement direction, that is, the originally scattered cold energy nodes are connected segment by segment according to the same migration direction, and continuous connection identifiers are written between adjacent nodes to generate a cold energy node sequence. Then, the cold energy node sequence is directionally adjusted, that is, the connection relationships of nodes with directional offsets are unidirectionally adjusted, and the adjusted connection relationships are rewritten into the node link structure in a progressive order. Next... For cold energy nodes at cross-temperature zone boundaries, boundary segmentation is performed, that is, nodes on both sides of the boundary are assigned to different categories, and unidirectional constraints are applied to cross-boundary connections, that is, bidirectional connections are decomposed into forward connection units, and boundary constraint fields are written at the connection locations. Then, spatial proximity is performed to fill in the discontinuous segments in the cold energy node links, that is, the interval nodes are filled in sequentially according to the nearest spatial adjacency relationship, and the filled nodes are included in the main migration sequence. Next, path rectification is performed on the node links after the filling, that is, all nodes are reordered according to the main migration direction, and path regularization is performed on local cross connections. Finally, the rectified cold energy node links are output as a whole to form a cold energy directional migration chain. Thermal disturbance reverse suppression and shaping is performed on the cold energy directional migration chain. Thermal disturbance nodes exhibiting diffusion characteristics are reverse-bundled and re-converged along the main migration axis path, forming a thermal disturbance bundle path cluster. Specifically: First, the thermal disturbance nodes in the cold energy directional migration chain are marked with diffusion morphology, that is, nodes with an outward trend in spatial distribution are recorded one by one for their offset direction and adjacent connection relationship, and grouped according to the offset direction. Then, the connection direction of each group of thermal disturbance nodes is reversed, that is, the original connection relationship extending outward from the center is reversed segment by segment to a connection relationship pointing towards the main migration axis, while maintaining the continuity of the original sequence index between nodes during the adjustment process. Next, axial pullback is performed on the thermal disturbance nodes that have completed the direction reversal. This involves rearranging each node step by step according to its spatial distance from the main migration axis and writing connection continuation identifiers at the insertion positions. Then, path reconstruction is performed on the pulled-back node chain. This involves continuously connecting the scattered thermal disturbance nodes in the main axis direction and splitting and rearranging the connection segments with intersections or repeated loops. Next, axial compression is performed on the reconstructed thermal disturbance chain. This involves arranging all nodes close together segment by segment along the main migration axis direction and sequentially integrating the cross-segment connections. Finally, the thermal disturbance node chain after compression and reconstruction is output as a whole to generate a thermal disturbance bundle path cluster. Axially parallel coupling is performed on the thermal disturbance merging path cluster and the cold energy directional migration chain. A coaxial arrangement of the two paths is established along the main extension direction of the carriage, and the intersection nodes are alternately arranged to obtain a coaxial staggered propulsion chain. Specifically, firstly, the main axis direction of the thermal disturbance merging path cluster and the cold energy directional migration chain is unified, and the spatial extension directions of the two types of paths are projected onto the same main extension axis of the carriage. The axial positions of each node are aligned with the reference. Then, the nodes in the two types of paths are matched point by point, that is, the thermal disturbance nodes and cold energy nodes that are spatially adjacent are paired and marked, and their intersection position index and connection order relationship are recorded. Then, the intersection nodes are alternately rearranged, that is, the thermal disturbance nodes and the cold energy nodes are arranged in a one-to-one sequence in an intermittent manner, and the nodes with positional conflicts during the arrangement are inserted and adjusted in sequence. Then, the parallel arrangement of the dual-path structure is coaxially attached, that is, the thermal disturbance path and the cold energy path are pressed together in space, and the cross-segment connection is continuously spliced. Next, the intersection area in the coaxial structure is connected and unified, that is, all intersection nodes are reconnected in a predetermined alternating order, and the local duplicate connections are deduplicated. Finally, the overall structure after parallel coupling and alternating connection processing is output to obtain the coaxial staggered propulsion chain. A combined thermal disturbance shielding and cold energy guidance process is implemented for the coaxial staggered propulsion chain. A directional blocking connection structure is constructed around the thermal disturbance nodes, and priority penetration constraints are applied to the cold energy path, generating a thermal-cold co-constraint channel structure. Specifically: First, the spatial neighborhood of the thermal disturbance nodes in the coaxial staggered propulsion chain is defined. This involves conducting a ring-shaped adjacency sampling along the connection direction centered on the thermal disturbance node, marking each connection within the sampling range as an operable connection segment, and recording its entry and exit directions. Then, the operable connection segments are reversed and segmented, i.e., the connections pointing towards the thermal disturbance propagation direction are disassembled segment by segment, and a unidirectional isolation marker is written at the disassembly node. Next, the cold energy path is... The flow path is processed by performing a main sequence advance and reorganization, which involves arranging the cold energy nodes one by one according to the main migration direction and writing a continuous passage mark for each adjacent node. Then, the flow diversion and reconstruction are performed at the intersection of the thermal disturbance node and the cold energy path, which involves splitting the intersection connection into an independent unidirectional channel and re-embedding the cold energy channel into the main axis advance sequence, removing the reverse flow connection and retaining only the forward connection structure. Next, the overall path after reconstruction is processed by performing a cooperative constraint rearrangement, which involves alternating the thermal disturbance isolation segment and the cold energy through segment and sequentially connecting the cross-segment connections node by node. Finally, the path structure after the diversion and rearrangement is output as a whole to obtain the cold and hot cooperative constraint channel structure. A cross-temperature zone progressive locking process is implemented on the cold and heat co-constraint channel structure. The cold energy directional migration path and the thermal disturbance controlled path are solidified segment by segment according to the spatial progressive relationship, and the connection relationship is confirmed unidirectionally. The results of the cross-temperature zone cold energy directional migration regulation and carriage thermal disturbance suppression coordinated control are output. Specifically, the cold and heat co-constraint channel structure is first segmented along the main extension direction of the carriage, that is, the channel is divided into continuous progressive spatial segments, and the corresponding positional relationship of the cold energy path nodes and thermal disturbance path nodes is marked in each segment. Then, the cold energy directional migration path in each segment is solidified node by node, that is, its connection sequence in space is written into the fixed connection record point by point according to the predetermined advancement direction. Simultaneously, the controlled path of thermal disturbance is locked. Then, progressive connection is performed on the cross-segment connection points, that is, the end node of the previous segment is connected to the starting node of the next segment one by one. Subsequently, unidirectional constraints are applied to all cross-segment connections, that is, the original bidirectional connection is split into forward connection units and a direction locking mark is written at the connection node. Next, the path sequence is reconstructed for the overall channel structure, that is, the connection relationship of each segment is rearranged according to the spatial progressive direction, and the connection segments with intersections or folds are locally reconnected. Finally, the channel structure after solidification and unidirectional processing is output as a whole, forming the collaborative control result of cross-temperature zone cold energy directional migration regulation and carriage thermal disturbance suppression.

[0031] Example 2, Figure 2The present invention provides a system for multi-temperature zone compartment control in cold chain logistics of pork products, comprising a thermal field evolution module, a hot and cold aisle modulation module, a steady-state temperature control generation module, and a collaborative control execution module, with connections between the modules: The thermal field evolution module is used to acquire thermal accumulation and diffusion fingerprint data, generate dynamic thermal field topology evolution map, and perform thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain. The hot and cold channel modulation module is used to perform directional texturing modulation of thermal potential channels and cross-temperature zone cold infiltration distribution based on the zoned thermal energy storage state distribution domain, so as to obtain a coordinated hot and cold balance control field. The steady-state temperature control generation module is used to generate a multi-temperature domain stable temperature control execution state by performing thermal potential steady-state clamping and cold energy boundary flexible guidance on the collaborative thermal balance control field. The coordinated control execution module is used to drive the coordinated control of cross-temperature zone cold energy directional migration adjustment and carriage thermal disturbance suppression based on the stable temperature control execution state in multiple temperature domains.

[0032] The above embodiments can be implemented, in whole or in part, by software, hardware, firmware, or any other combination thereof. When implemented using software, the above embodiments can be implemented, in whole or in part, in the form of a computer program product.

[0033] Those skilled in the art will recognize that the modules and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of this application.

[0034] In addition, the functional modules in the various embodiments of this application can be integrated into one processing module, or each module can exist physically separately, or two or more modules can be integrated into one module.

[0035] The above description is merely a specific technical solution of this application, but the scope of protection of this application is not limited thereto. Any variations or substitutions that can be easily conceived by those skilled in the art within the scope of the technology disclosed in this application should be included within the scope of protection of this application. Therefore, the scope of protection of this application should be determined by the scope of the claims.

[0036] In conclusion, the above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principles of the present invention should be included within the protection scope of the present invention.

Claims

1. A method for controlling multi-temperature zone compartments in cold chain logistics of pork products, characterized in that, include: Acquire thermal storage diffusion fingerprint data, generate dynamic thermal field topology evolution map, and perform thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain; Based on the partitioned thermal energy storage state distribution domain, directional texturing modulation of thermal potential channels and cross-temperature zone cold energy infiltration and distribution are performed to obtain a coordinated thermal balance control field. By applying thermal potential steady-state clamping and cold capacity boundary flexible guidance to the collaborative thermal balance control field, a multi-temperature domain stable temperature control execution state is generated. Based on the multi-temperature domain stable temperature control execution state, the system drives the coordinated control of cross-temperature zone cold energy directional migration adjustment and carriage thermal disturbance suppression.

2. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 1, characterized in that, The process of acquiring thermal accumulation diffusion fingerprint data, generating a dynamic thermal field topology evolution map, and performing thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain is as follows: Acquire thermal accumulation and diffusion fingerprint data, and establish a thermal diffusion behavior record set; Perform thermal response trajectory weaving on the thermal diffusion behavior record set to construct a thermal potential flow evolution sequence; Based on the heat potential flow evolution sequence, the heat diffusion source chain is traced to form a heat potential transfer network; Based on the heat potential transmission network, heat potential flow convergence induction is performed to obtain heat potential flow clusters; By performing thermal potential gradient acclimation on the thermal potential clusters, a thermal potential conduction structure is formed; The thermal potential conduction structure is subjected to thermal potential flow reshaping and regulation to form a thermal potential flow network, and the thermal energy storage boundary is simultaneously condensed to form a stable thermal energy storage distribution boundary. Based on the thermal potential flow network and the thermal energy storage distribution boundary, thermal energy storage state localization is performed to form a partitioned thermal energy storage state distribution domain.

3. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 2, characterized in that, The process of performing thermal potential gradient domestication on the thermal potential flow cluster to form a thermal potential conduction structure is as follows: Spatial rasterization embedding is performed on the thermal potential flow cluster path units to form a path raster primitive set; Perform multi-directional heat flux vector splitting and filtering on the path grid primitive set to form a set of flow-splitting marked paths; Perform dominant thermal potential channel locking on the set of diversion marked paths to generate a dominant thermal potential channel cluster; Spatial energy level domain projection is performed on the dominant thermal potential channel cluster to form energy level mapping path distribution data; Apply hierarchical access constraints to the energy level mapping path distribution data to generate a hierarchically controlled set of path segments. Perform stability memory weighting on the hierarchical controlled path segment set to obtain the priority transmission chain structure; A hierarchical progressive organization is performed on the priority transmission chain structure to output the thermal potential conduction structure.

4. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 1, characterized in that, The method of performing directional texturing modulation of thermal potential channels and cross-temperature zone cold infiltration allocation based on the partitioned thermal energy storage state distribution domain yields a coordinated thermal balance control field, as detailed below: A three-dimensional grid discretization mapping is performed on the partitioned thermal energy storage state distribution domain to form a spatial mapping dataset; Perform thermal potential dominant ridge extraction processing on the spatial mapping dataset to generate thermal potential channel skeleton chain; Vector domain segmentation and anchoring are performed on the thermal potential channel skeleton chain to form a stable channel unit set; A hierarchical rearrangement of energy level texture is performed on the stable channel unit set to generate a hierarchical thermal potential textured channel structure. A cross-domain thermal potential coupling interface is constructed on the layered thermal potential textured channel structure to obtain a cross-domain coupled channel chain. Perform cold energy penetration coordinated docking on cross-energy level coupling links to form a cold and hot coordinated penetration pathway structure; Entropy-constrained optimization and ordering are performed on the cold and heat synergistic infiltration pathway structure to output a synergistic cold and heat balance control field.

5. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 4, characterized in that, The vector domain segmentation and anchoring of the thermal potential channel skeleton chain is performed to form a stable channel unit set, as detailed below: Perform multi-plane vector projection on each path node in the thermal potential channel skeleton chain to form a set of directional projection trajectories; Based on the directional projection trajectory set, projection band clustering is performed to obtain directional projection band clusters; By performing thermal potential inertial continuation analysis on the directional projection band cluster, an inertial continuation trajectory set is formed; Based on the set of inertial continuation trajectories, inertial decay inflection point capture is performed to form a set of inertial inflection points; The inertial inflection point set is subjected to directional field adsorption and reshaping, and the directional inflection interface node group is adsorbed and attached to the adjacent directional field mainstream axis to obtain the directional adsorption node set. Anchor point sequence weaving is performed based on the directional adsorption node set to form a directional anchor point chain sequence; A stable set of channel units is output by performing unidirectional channel binding on the directional anchor chain sequence.

6. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 4, characterized in that, The cold energy penetration coordinated docking of the cross-energy-level coupling link forms a cold and hot coordinated penetration pathway structure, as detailed below: Extract the heat and cold flow direction vectors of nodes in the cross-level coupling link, and perform time-series vector expansion to form an axially expanded vector chain; Based on the axially expanded vector chain, reverse potential difference traction mapping is performed to generate a two-way potential difference mapping point set; By performing interleaved phase-locked pairing on the bidirectional potential difference mapping point set, and establishing a phase coupling transfer unit group between the locked points; Porting reconstruction is performed on the phase-coupled transfer unit group to obtain a port-connected mesh system; Based on the port-connected grid system, potential energy folding mapping and cross-domain nested reconstruction are performed, and nested coupled transmission unit clusters are generated at the folding position to form a multi-layer embedded transmission band. A bi-modal through-processing arrangement is performed on a multi-layer nested transmission unit cluster to obtain a bi-directional through-chain transmission pattern. Based on the dual-modal through-chain transmission pattern, topological convergence and redundant path compression are performed to output a cold and hot synergistic permeation pathway structure.

7. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 1, characterized in that, The process involves thermal potential steady-state clamping and cold energy boundary flexible guidance of the coordinated thermal balance control field to generate a multi-temperature domain stable temperature control execution state, as detailed below: Based on the coordinated hot and cold balance control field, a unified time sequence alignment and path number rearrangement are performed to form a hot and cold flow node sequence list; The thermal potential stability baseline is solidified on the hot and cold flow node sequence list to generate a thermal potential steady-state constraint spectrum. Based on the disturbance triggering flag in the steady-state thermal potential constraint spectrum, thermal potential constraint suppression mapping is performed to form a controlled thermal potential conduction zone; By performing cold energy boundary attachment analysis on the controlled thermal potential flow zone, the cold and hot boundary interlocking zone is obtained; Flexible trajectory traction is executed based on the hot and cold boundary interlocking zone to form a flexible collaborative migration corridor; Phase misalignment coupling reconstruction is performed on the flexible collaborative migration corridor to generate a cold and hot collaborative coupling axis. Multi-domain lock-state curing is performed on the cold and heat synergistic coupling shaft belt to form a stable temperature control execution state in multiple temperature domains.

8. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 7, characterized in that, The flexible trajectory traction based on the hot and cold boundary interlocking zone forms a flexible cooperative migration corridor, as detailed below: Based on the thermal potential chain segments within the hot and cold boundary interlocking zone, the boundary vector is segmented and anchored to form a thermal potential vector anchoring sequence. A distributed anchor point driving array is constructed based on the thermal potential vector anchoring sequence to form an anchor point driving mapping structure. Perform multi-anchor domain affiliation coupling matching on cold flow nodes to form a chain of anchor domain affiliation nodes; By performing segmented continuous interpolation reconstruction on the anchor domain belonging node chain, a segmented continuous aligned trajectory chain is formed; Based on the segmented continuous aligned trajectory chain, potential gradient-driven migration control processing is performed to form a gradient-controlled migration chain. A topological interleaving process is performed on the gradient-controlled migration chain and the thermal potential vector anchoring sequence to form an alternating and interconnected structure. Based on the interlaced and interconnected topology, anchor point locking and structural solidification are performed, and topological compression mapping is performed on the cross-interval connection relationship to output a flexible collaborative migration corridor structure.

9. The method for controlling the multi-temperature zone compartments of a cold chain logistics vehicle for pork products according to claim 1, characterized in that, The coordinated control of cross-temperature zone cold energy directional migration adjustment and carriage thermal disturbance suppression based on the multi-temperature domain stable temperature control execution state is as follows: Based on the multi-temperature domain stable temperature control execution state, a unified timing adjustment process is performed to form a basic collaborative control sequence unit set; By performing cross-temperature zone cooling capacity dominant path calibration on the basic collaborative control sequence unit set, a dual-domain path association sequence is formed; Cold energy-oriented traction is constructed on the dual-domain path association sequence to generate a cold energy-oriented migration chain; Thermal perturbation reverse suppression and shaping are performed on the cold energy directional migration chain to form a thermal perturbation bundle path cluster; Axial parallel coupling is performed on the thermal disturbance culminating path cluster and the cold energy directional migration chain to obtain a coaxial staggered propulsion chain; A thermal disturbance shielding and cold energy guidance co-process is applied to the coaxial staggered propulsion chain to generate a thermally and coldly coordinated constraint channel structure. A cross-temperature zone progressive locking is performed on the cold and heat co-constraint channel structure, and the results of the cross-temperature zone cold energy directional migration regulation and carriage thermal disturbance suppression co-control are output.

10. A system using a multi-temperature zone compartment control method for cold chain logistics of pork products as described in any one of claims 1-9, characterized in that, It includes a thermal field evolution module, a hot and cold channel modulation module, a steady-state temperature control generation module, and a collaborative control execution module, with connections between the modules: The thermal field evolution module is used to acquire thermal accumulation and diffusion fingerprint data, generate dynamic thermal field topology evolution map, and perform thermal potential flow reshaping regulation to form a partitioned thermal energy storage state distribution domain. The hot and cold channel modulation module is used to perform directional texturing modulation of thermal potential channels and cross-temperature zone cold infiltration distribution based on the zoned thermal energy storage state distribution domain, so as to obtain a coordinated hot and cold balance control field. The steady-state temperature control generation module is used to generate a multi-temperature domain stable temperature control execution state by performing thermal potential steady-state clamping and cold energy boundary flexible guidance on the collaborative thermal balance control field. The coordinated control execution module is used to drive the coordinated control of cross-temperature zone cold energy directional migration adjustment and carriage thermal disturbance suppression based on the stable temperature control execution state in multiple temperature domains.

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