60results about How to "Avoid duplication of work" patented technology

The invention discloses an all-terrain photovoltaic power station intelligent weeding robot control system based on shielding real-time monitoring, and relates to the technical field of intelligent planning. Environmental data of a photovoltaic power station are collected, an environmental data set S is constructed and preprocessed, a photovoltaic power station three-dimensional model is constructed, and the three-dimensional model of the photovoltaic power station is constructed according to the three-dimensional model of the photovoltaic power station; using a path planning algorithm to obtain an operation path, collecting operation data of the intelligent weeding robot in real time in the weeding operation process, constructing an operation data set D, and obtaining a path comprehensive score LJ of each grid region according to the operation data set D, and comparing and analyzing the path comprehensive score LJ with a preset first path score threshold LY and a preset second path score threshold LP, evaluating the operation path, and carrying out operation path adjustment on the grid region of which the evaluation result is that the operation path has deviation, so that the instantaneity and the accuracy of the weeding operation are improved, and the weeding operation efficiency is improved.

The invention belongs to the field of microwave heating, and discloses a solid-state microwave source which comprises a circuit board and a radio frequency connector connected with the circuit board, a heating element is arranged on the circuit board and connected with a first heat dissipation component through a heat sink, and one side, away from the first heat dissipation component, of the circuit board is detachably connected with a cover plate. An installation step is arranged on the surface of the first heat dissipation component and extends to at least one side edge of the first heat dissipation component, the heat sink is arranged in the installation step, and a second heat dissipation component is fixedly connected in the installation step and outside the side edge of the heat sink. The heat sink is arranged on the surface of the heat dissipation component through an open type step structure, the heat dissipation effect is further enhanced, a heating component and a radio frequency load which are prone to damage can be independently pulled out under the condition that a cover plate is not opened, replacement is more convenient, repeated work of secondary melting of welding spots to release stress is avoided, and the service life of the heat sink is prolonged. And the microwave oven is better in safety performance, free of maintenance, long in service life and suitable for microwave generation.

The present invention discloses a method for predicting mud loss before drilling in complex well conditions based on BP neural network, the method comprising: S1, collecting historical seismic attribute data of the target area, engineering and geological data materials corresponding to the loss cases; S2, standardizing the collected data, and converting all data for the convenience of implementing the method; S3, taking the pre-processed historical seismic data as input, the loss situation as output, and the real loss state as the standard value, supervising training and optimizing to obtain a loss prediction neural network model; S4, inputting the real-time seismic data of the target area, and the model automatically judges the loss situation corresponding to each depth in this area. The present invention solves the problem that it is difficult to accurately predict the well conditions before drilling in existing complex well conditions and mud loss is easy to occur.

The invention discloses an intelligent building engineering management system based on a BIM platform, and relates to the technical field of building engineering management, and the system comprises a BIM model database, a participant interface module, a real-time synchronization module, an automatic notification module, an authority management module and a block chain recording module. According to the intelligent building engineering management system based on the BIM platform, computing resources and storage capacity are flexibly adjusted according to project requirements, and the requirements of projects of different scales are met; the block chain recording module supports a multi-chain synchronization function, and different participants can record on independent chains; therefore, the security of the data is ensured, the expandability of the building engineering management system is improved, and the individual requirements of different participants are met; the automatic notification module adopts a plurality of channel notification modes, and supports a user-defined reminding mode and priority setting of a participant; therefore, information transmission is more flexible and diversified, and working habits and requirements of different participants are met.

The invention relates to the technical field of heavy oil reservoir exploitation, in particular to a device and a method for realizing viscosity-reducing huff-puff exploitation of heavy oil by injecting natural gas into a well and pressurizing. According to the technical scheme, a gas supply pipeline is tripped into an annular space between a sleeve and a pump cylinder, the upper end of the gas supply pipeline is connected with a natural gas injection device on the ground, and the lower end of the gas supply pipeline is communicated with a gas inlet of an underground natural gas booster pump; a gas injection packer is installed on the lower middle side of a pump cylinder, an oil inlet hole is formed in the pipe wall of the lower side of the gas injection packer, and the lower end of the gas injection packer is connected with an underground natural gas booster pump through a transition adapter. The device has the advantages that the pressure of natural gas can be increased in a relay mode, the natural gas is dynamically mixed and dissolved in thickened oil, the viscosity of the natural gas is remarkably reduced, the natural gas is increased along with volume expansion, flowing to a shaft is facilitated, in addition, the foam oil effect can be formed, and the functions of reducing viscosity and increasing yield of a thickened oil reservoir are achieved; and the total operation cost is lower than the steam thermal recovery cost, and the safety is also greatly improved.

The invention discloses a thermal power steam turbine general assembly through-flow measurement method. Relates to the field of thermal power generation turbosets. At present, the problem that the installation progress of a power plant is affected due to the fact that an existing rotor manufacturing period and a stator assembly manufacturing period are not matched due to a final assembly assembly period is solved. A high-precision numerical control vertical lathe is used for machining the steam turbine stator part sleeve gland sealing teeth, the concentricity requirement of the through-flow position of the stator part sleeve is met, machining diameter data phi A are measured, during final assembly of a steam turbine, the center of the stator part sleeve is adjusted, a dummy shaft tool is used for measuring the gland sealing tooth center value, the up-down deviation omega and the left-right deviation delta, and the upper half part of the stator part sleeve is combined. The diameter phi A of the gland plate is measured again, and it is guaranteed that the deviation between the diameter phi A and the machining deviation is within 0.10 mm; machining the rotor by using a numerical control horizontal lathe, ensuring the concentricity of the shroud ring and the body position, and measuring the machining diameter phi B; and radial through-flow clearance calculation and gland sealing tooth repair are carried out to replace an original rotor in-place actual through-flow clearance measurement method, so that the production efficiency is improved. The method is applied to the field of turbine assembly measurement.

The invention provides a test method, a test device and a test bench for an intelligent driving system. The test method comprises the following steps: collecting original drive test data; acquiring transmission configuration data corresponding to the target test scene; target transmission data in the original drive test data is screened based on the transmission configuration data, and the target transmission data is recharged to the tested end through the Ethernet transmission gateway, so that an intelligent driving system located at the tested end can respond to the target transmission data; receiving target response data of the intelligent driving system returned by the tested end through the Ethernet transmission gateway, wherein the target response data is obtained by screening response data of the intelligent driving system based on the transmission configuration data; and testing the intelligent driving system according to the target response data to obtain a test result of the intelligent driving system. The method has low requirements on software and hardware environments of equipment, does not occupy the storage space of the domain controller, improves the test efficiency and the test accuracy, and is suitable for different projects and different intelligent driving software versions.

The utility model is suitable for the technical field of explosive destruction, and provides a multi-jet energy-gathering device for destroying underwater unexploded ordnance, which comprises a detonating cord, a plurality of jet flow energy-gathering devices and a plurality of jet flow energy-gathering devices, the input end of the multi-point delay explosion propagation network is connected with the detonating cord; the explosion propagation output assembly is connected with the energy-gathered jet projectile; the fixing support is connected with the energy-gathered jet projectile and used for fixing the energy-gathered jet projectile; and the energy-gathered jet projectile is fixed on the fixed bracket. The device is high in adaptability, the detonation point of the unexploded ordnance can be adjusted by fixing the position of the support, and the device is not limited by the size and specification of the unexploded ordnance; when the charging part is difficult to determine, a plurality of energy-gathered jet bullets are placed, and repeated operation of secondary destruction can be avoided by synchronous or delayed detonation, so that the effectiveness and the reliability of underwater unexploded ordnance destruction work are improved; the whole charging structure has high sealing performance, so that the energy-gathered jet projectile and other initiating explosive devices are in a sealed environment, the waterproof effect is good, and the reliability of the destruction effect is guaranteed.

The utility model relates to an oil production wellhead hanger, and belongs to the technical field of wellhead devices. The oil production wellhead hanger comprises a flange plate used for being connected with a flange on a casing four-way body and a hanging short section connected to a center channel of the flange plate in a threaded mode. The lower end of the hanging short section is provided with a pipe column connecting end used for being connected with a pipe column, and an overflowing channel penetrating through the upper end and the lower end of the hanging short section is arranged in the hanging short section. According to the oil production wellhead hanger, the situation that an O-shaped rubber ring of a conventional hollow conical built-in hanger is punctured and damaged by mechanical force or is aged and damaged due to long-time soaking in high-temperature, high-pressure, high-acid and / or high-salt fluid, and production halt is caused can be avoided.

The utility model provides an automobile air-inlet grille automatic assembling mechanism and an assembling method thereof. The assembling mechanism comprises a connecting rod assembling mechanism arranged on one side of a bottom plate, a motor assembling mechanism arranged on the front side of a connecting rod pushing air cylinder and blade assembling mechanisms symmetrically arranged on the two sides of the motor assembling mechanism. The blade assembling mechanism comprises a blade clamping assembly, a first driving assembly and a second driving assembly are arranged on the front side and the rear side of the blade clamping assembly correspondingly, and the first driving assembly drives the blade clamping assembly to reciprocate in the direction of the motor assembling mechanism to achieve connection between a blade and a connecting rod. The second driving assembly drives the blade clamping assembly to conduct angle rotation on the blades. According to the air-inlet grille assembling device, the air-inlet grille can be quickly and effectively assembled in place, and continuous and repeated manual operation is avoided. The assembling efficiency is high, and labor and time are saved. And the blade assembling mechanism is combined with an arc-shaped groove, so that the rotating angle of the blade is more accurately controlled in a limited space and at low cost.

The invention relates to a micro-spraying hose optimization design method based on a genetic algorithm, and the method comprises the steps: micro-spraying hose longitudinal hole array optimization parameter determination: according to the parameter requirements of a micro-spraying hose, a plurality of groups of micro-spraying hose longitudinal hole array optimization parameters are determined by applying the genetic algorithm, and the optimization parameters comprise the diameter of a spraying hole, the number of holes in the group, the interval value of the group holes and the interval value of the spraying hole; determining an edge distance range of edge holes in a single side of the micro-spraying belt, and for any group of longitudinal hole array optimization parameters of the micro-spraying belt, applying a genetic algorithm to obtain a group of hole position optimal parameters of spraying holes of the micro-spraying belt corresponding to the longitudinal hole array optimization parameters of the micro-spraying belt; the optimal parameters comprise the edge distance of each spray hole, a group hole pitch fine-tuning value and a spray hole pitch fine-tuning value; a plurality of micro-spraying hose optimization design schemes are obtained; and actual spraying widths corresponding to the multiple micro-spraying belt design schemes are obtained, and the optimal design scheme is determined according to the actual spraying widths and the micro-spraying belt spraying widths.

The present invention relates to the field of vacuum monitoring technology, and in particular to a vacuum preloading soil vacuum degree monitoring system and method, the monitoring system comprising: a plurality of acquisition modules, a plurality of vacuum degree sensors, a first comparison module generation module, a second comparison module, a marking module, a division module, a third comparison module and an adjustment module; obtaining the preloading data of each monitoring point in the target area, and determining whether the preloading conditions of each monitoring point meet the preset standards; analyzing the preloading data of each monitoring point, and classifying and marking each monitoring point according to the analysis results; dividing the target area into regions according to the classification and marking results, and determining the actual operation mode of each vacuum pump according to the regional division results. The present invention can effectively identify problems existing in the preloading process, timely adjust the operation mode of the vacuum pump, ensure the optimization of the preloading effect, improve the utilization rate of equipment such as vacuum pumps, and reduce resource waste.

The invention discloses a design simulation method and system for a double-support-arm main cross beam arc-shaped metal gate, and belongs to the technical field of hydraulic metal gates. According to an existing gate simulation scheme, size information of all parts cannot be generated, and the efficiency and accuracy of gate modeling simulation are affected. According to the design simulation method for the double-support-arm main cross beam arc-shaped metal gate, the scene parameter acquisition model, the gate component design model, the gate component size generation model and the simulation gate generation model are constructed, so that the structure size and the position parameter of the gate component can be obtained directly according to scene parameter information; the design simulation of the double-support-arm main cross beam arc-shaped metal gate is completed, so that the size of each part of the gate does not need to be manually calculated, and the part size information can be automatically generated directly through the simulation model, so that the time required for gate design can be effectively shortened, tedious calculation and repeated work are effectively avoided, and the design efficiency is improved. And the efficiency and accuracy of gate modeling simulation are improved.

The utility model relates to the technical field of electric control, in particular to a multi-mode door opening low-power consumption dirty clothes groove electric control device which comprises a dirty clothes groove body, one end of the dirty clothes groove body is rotationally connected with a plurality of opening and closing doors, the top ends of the opening and closing doors are provided with first moving grooves, and one side of the dirty clothes groove body is provided with a plurality of second moving grooves. A second moving block is slidably connected into the second moving groove, a first moving block is rotatably connected into the first moving groove, the first moving block is semicircular, and a first electromagnet is fixedly connected to the top end of the first moving block. Compared with the prior art, when the dirty clothes groove body is used, only one opening and closing door can be opened at a time, it is guaranteed that dirty clothes smoothly reach the bottom end of the dirty clothes groove body, the situation that dirty clothes delivered at a high position go out from a delivery door at a low position is avoided, and the situations that workers work repeatedly and the dirty clothes are polluted again are avoided.

The invention relates to the technical field of electronic products, in particular to a multi-dimensional sensor fused electronic product all-dimensional quality detection method, and solves the problems that in the prior art, a complicated electronic product possibly needs higher-grade detection equipment and method to ensure the quality and performance of the electronic product, and the detection difficulty is gradually increased. The invention discloses a multi-dimensional sensor fused electronic product comprehensive quality detection method. The method comprises a preparation stage, a data acquisition and processing stage, a data analysis and evaluation stage, an environmental adaptability test stage, a safety and reliability evaluation stage, a comprehensive evaluation and report stage and a detection target determination stage. According to the method, clear and specific operation guidance is provided for detection personnel through definition enhancement and detailed steps, so that each step has a clear target and a clear method, fuzziness and uncertainty in operation are reduced, efficiency is improved, the detection personnel can master a detection process more quickly through detailed step guidance, learning and exploration time is shortened, and detection efficiency is improved. Therefore, the working efficiency is improved.

The present application relates to the technical field of geotechnical engineering investigation, and specifically discloses a rock-soil investigation adjustable-depth sampling method, which acquires pore fluid pressure data in real time through a sensor group arranged at the front end of a sampler; based on the data, the evolution trend of the pressure field in front of the sampler is dynamically predicted, and a prediction result containing the pressure abnormal state and its space-time information is generated; the prediction result is processed in stages to obtain a pressure risk level; the level is used in a collaborative decision with the soil sensitivity and the target sampling quality to generate a dynamic control strategy; finally, the penetration action of the sampler is adjusted in real time according to the strategy, including performing a micro-retraction and re-penetration cycle or a gradual deceleration operation, and the control effect is ensured through closed-loop optimization; the present application can actively suppress water hammer and cavitation effect, and improve the quality and reliability of obtaining undisturbed samples in complex strata.

The invention discloses a method and a device for testing business process guidance data. The method comprises the following steps: acquiring local guidance data corresponding to a current process node and a picture of an operation interface corresponding to the current process node; comparing the picture of the operation interface with the first frame picture in the local guidance data; if the picture of the operation interface is not consistent with the first frame picture in the local guidance data, marking an operation object in the local guidance data contained in the operation interface to obtain new local guidance data and replace the local guidance data; screening out a process node having an association relationship with the new local guidance data, and identifying the process node as a target process node; and testing the local guidance data corresponding to the target process node to obtain a test result. By means of image comparison, interface changes can be rapidly detected and analyzed, local data can be updated, repeated work of manual operation is avoided, affected process nodes are screened out and tested, unnecessary whole-process testing is reduced, and the overall testing efficiency is improved.

The present application belongs to the technical field of environmental protection, and relates to a multifunctional well for risk management and control of soil organic pollutants and an operation method thereof. The multifunctional well comprises a segmented shell well pipe, a filter layer, a water stop layer and other components. The outer side of the well pipe is segmented and surrounded by the filter layer and the water stop layer according to functional requirements. The inside of the well pipe is provided with a soil gas guide pipe, a groundwater guide pipe and an online monitoring device. The upper part of the well pipe is provided with a volatile organic compound adsorption device. The top of the well pipe is a concealed well platform below the ground. The operation method comprises groundwater and soil gas monitoring, abnormality early warning and emergency disposal measures. Compared with the prior art, the multifunctional well has the advantages of integrated design, reduced repeated construction of groundwater monitoring wells and other functional wells, reduced number of well construction, shortened construction period and saved investment cost. Meanwhile, the multifunctional well can long-term online monitor pollutants, water level and pressure in the multi-phase medium, take emergency measures in time in response to abnormal conditions in the blocking structure, and effectively prevent pollution leakage risks.

The invention discloses a device capable of conveniently and rapidly disassembling and assembling a tire. The device comprises a hub self-adaptive fixing component, a shifting adjusting component, a sliding limiting component and a disassembling rotating component. The invention belongs to the field of tire disassembly, and particularly relates to a device convenient for quickly disassembling and assembling a tire. According to the hub self-adaptive fixing component, rims of bicycle hubs with various inner diameters are autonomously fixed, stable operation conditions are provided for tire replacement work, walking operation of personnel is avoided under the condition that the rotating component is detached for operation, the operation time is saved, meanwhile, the working efficiency is improved, and the labor intensity of workers is lowered. And the device can adapt to rims with various inner diameters, and the flexibility and practicability of the device are greatly improved.

The utility model relates to the technical field of linear guide rail machining, in particular to a linear guide rail end face automatic chamfering device which comprises a base, an X-direction feeding mechanism, a Y-direction feeding mechanism, a Z-direction feeding mechanism and a clamping mechanism, the X-direction feeding mechanism is fixedly connected to the upper end of the base, the Y-direction feeding mechanism is connected to the upper end of the X-direction feeding mechanism in a sliding mode, and the Z-direction feeding mechanism is connected to the lower end of the Z-direction feeding mechanism in a sliding mode. The Z-direction feeding mechanism is connected to the upper end of the Y-direction feeding mechanism in a sliding mode, the X-direction feeding mechanism, the Y-direction feeding mechanism and the Z-direction feeding mechanism are the same in structure, and a chamfering mechanism is fixedly connected to the Z-direction feeding mechanism. Through the coordinated movement of the X-direction feeding mechanism, the Y-direction feeding mechanism and the Z-direction feeding mechanism, the automatic chamfering device can be matched with an electric spindle to thoroughly chamfer and remove burrs along the outer contour of the linear guide rail, automatic chamfering of the end face of the linear guide rail is achieved, the production efficiency can be greatly improved through the automatic operation, and the production cost is reduced. Tediousness and instability of traditional manual chamfering are avoided.

Based on a method and system for graphically designing a virtual loop, a terminal and a storage medium, a virtual terminal and a hierarchical structure of the virtual terminal in an ICD model corresponding to an IED device are extracted, the virtual terminal is mapped into an SCL object of a digital design platform, and the SCL object is associated with a virtual terminal input primitive and a virtual terminal output primitive; the hierarchical structure of the virtual terminal input primitive and the virtual terminal output primitive is consistent with the hierarchical structure of the virtual terminal in the ICD model; according to a virtual terminal connection relationship required by design, virtual loop connection is carried out by adopting a connecting line, the virtual loop connection direction is from a virtual terminal output primitive to a virtual terminal input primitive, and a virtual loop is designed based on graphics; and after the virtual loop is connected, writing a connection relationship between the SCL object corresponding to the virtual terminal output primitive and the SCL object corresponding to the virtual terminal input primitive into the SCD file. According to the invention, unified design of the virtual loop and the real loop is realized, and a basis is provided for digitalization of automatic design of the secondary full loop, virtual-real full-path tracing and the like.

The present invention discloses an interactive network platform for the development and optimization of customized implants, which relates to the field of medical device technology. The key points of its technical solution are: including a security verification module for data security protection; a template storage module for storing design templates; a solution design module for generating an initialization design solution; an analysis and verification module for defect verification of the solution; a data storage module for data storage; and a payment module for automatically paying the template designer. The digital platform can directly upload and call DICOM data without the need to manually copy the disc from the hospital to the engineer. At the same time, the clinically verified implant solution is templated so that patients with similar cases can directly apply it, avoiding repeated design, and each product can track its design solution and production information. By managing each design template in a blockchain-like manner, the template designer is given a certain amount of compensation each time it is used, which can better protect and motivate the template designer.

The application discloses a portal system implementation method and device based on multi-terminal integration, and a medium. The method comprises the following steps: receiving an access request initiated by a current user based on any terminal device, analyzing the access request to obtain a business scenario and a terminal type corresponding to the access request; determining at least one business system and a corresponding calling sequence required to realize the business scenario according to the business scenario; sequentially initiating a corresponding business capability calling request to the business system according to the calling sequence; receiving an execution result returned by each business system in response to the business capability calling request, dynamically assembling the execution result into an interface adapted to the terminal type according to the terminal type, and displaying the interface on the terminal device, so as to obtain a portal system integrating business capabilities of each business system.

The invention discloses an archive numbering method and device, equipment, a medium and a product, and is applied to the technical field of big data processing. The method comprises the following steps: acquiring a to-be-numbered file, the to-be-numbered file comprising a target file identifier; a target numbering rule matched with an affiliation institution of the file to be numbered is obtained from a first mapping relation, the target numbering rule comprises a plurality of numbering characters, and the first mapping relation comprises a one-to-one correspondence relation between a plurality of institutions and a plurality of numbering rules; according to the character type of the first character and the target file identifier, the first character is analyzed, an analyzed character corresponding to the first character is obtained, and the first character is any numbered character in the multiple numbered characters; and under the condition that analysis of each numbered character is completed, based on a target numbering rule, combining the analyzed characters corresponding to each numbered character to obtain a target file number of the file to be numbered. According to the embodiment of the invention, the file numbering efficiency can be improved.

The invention relates to the technical field of machining devices, and particularly discloses a composite material photovoltaic frame clamping sleeve mounting device which comprises a feeding conveying line, a discharging conveying line, a supporting bottom frame and a vibration disc base, the vibration disc base is fixedly connected to one side of the supporting bottom frame, and the feeding conveying line and the discharging conveying line are located on the same straight line. The feeding conveying line is located on the side, away from the vibration disc base, of the supporting bottom frame. The discharging conveying line is located on the side, away from the supporting bottom frame, of the vibration disc base. An interval conveying assembly and a feeding assembly are arranged between the feeding conveying line and the discharging conveying line, the feeding assembly is connected with the feeding conveying line, and the interval conveying assembly is connected with the discharging conveying line; the two ends of the upper portion of the supporting bottom frame are each provided with a movable bottom plate in a sliding mode, and each movable bottom plate is fixedly provided with a plug clamping sleeve assembly. According to the invention, full-automatic processing operation can be carried out on the photovoltaic frame, the working efficiency is improved, the labor cost is reduced, and the rejection rate is reduced.

The utility model relates to metal processing mechanical equipment field, concretely is a kind of cutting equipment for transformer copper mother processing, including body, operating box, cutting table and collection device, the surface of body is fixedly connected with operating box, the surface of body is fixedly connected with cutting table, collection device is fixedly arranged on the surface of body, collection device includes collection box and separation tank, the upper surface of body is fixedly arranged with collection box, the surface of collection box is threadedly connected with threaded rod, the inside of collection box is equipped with separation tank, and separation tank is threadedly connected between threaded rod, the inner wall of collection box is slidably connected with drawer, the surface of the drawer is fixedly connected with handle. The utility model, by setting collection device, timely cleaning quickly eliminates the interference of copper scrap to subsequent process, reduces equipment wear and tear and failure risk.

The utility model provides cleaning equipment special for electrified cleaning of an electric power system. The cleaning equipment comprises a cleaning liquid storage tank, a pressure pump and a spray head assembly. The bottom of the cleaning liquid storage tank is connected with an inlet of the pressure pump through a pipeline, and a first valve is arranged on the pipeline; an outlet of the pressure pump is connected with the spray head assembly through a pipeline, and a pressure regulating valve is arranged on the pipeline; the spray head assembly comprises a connecting pipe, a universal joint and a spray head, one end of the connecting pipe is connected with an outlet pipeline of the pressure pump, and the other end of the connecting pipe is connected with the spray head through the universal joint. The spraying angle and pressure of cleaning liquid can be accurately controlled according to the structural characteristics and cleaning requirements of different electrical equipment, so that the cleaning effect is improved, and the cleanliness of the electrical equipment is ensured.

The invention provides a blast furnace parameter prediction general modeling method and system fusing domain knowledge, relates to the technical field of steel smelting, and aims at solving the problems that an existing blast furnace parameter prediction method is poor in universality and low in modeling efficiency. The method comprises the steps of performing semantic analysis and mapping on multi-source heterogeneous data based on a pre-constructed domain semantic model to generate standardized structured data; based on a knowledge base containing expert rules and mechanism rules, processing the standardized structured data to generate domain features; and automatically executing a model training process through a configurable automatic modeling tool chain according to the configured target parameters, and outputting a prediction model. According to the method, rapid, accurate and reusable automatic modeling of different blast furnaces and different key parameters can be realized, and the universality, the accuracy and the modeling efficiency of the model are improved.

The invention provides a ship cleaning intelligent control system and a control method thereof. The control system comprises a wall climbing robot, a scanning module, a path planning module, a path tracking module, a collection module, an information processing module and a control module; the scanning module is used for scanning the information of the hull surface, the information processing module establishes a hull surface model and divides the hull cleaning operation area into a plurality of sub-areas; the path planning module firstly plans the path for each sub-area, then connects the paths planned for each sub-area to obtain an overall planned path, controls the wall climbing robot to walk according to the calculated overall planned path and cleans and removes rust from the ship surface; the collection module collects images of the wall climbing robot before and after cleaning, and the information processing module continuously improves the cleaning process according to the input information, thereby realizing the intelligent control of ship cleaning.

This invention discloses a deep learning inversion method and system for regional ecological monitoring parameters constrained by mechanisms, belonging to the interdisciplinary field of ecological environment remote sensing monitoring and artificial intelligence. The method includes: acquiring basic data of the target area and constructing multi-dimensional input features; constructing ecological mechanism constraints and generating simulated samples based on these constraints; establishing a deep learning inversion model, pre-training it using simulated samples, and then adding an ecological mechanism constraint term to the loss function for training; inputting the multi-dimensional input features into the trained model and outputting regional ecological monitoring parameters. This invention embeds ecological process mechanisms into the main deep learning training process in the form of mathematical constraints. Through a phased strategy combining simulated sample pre-training and measured sample fine-tuning, it effectively alleviates the problem of sample scarcity, achieves integrated joint inversion of ecosystem structure, quality, and service function parameters, and significantly improves the ecological rationality, regional adaptability, and operational practicality of the inversion results.