142results about How to "Reduce limitations" patented technology

The invention relates to a multi-agent cooperation-based language model reasoning resource scheduling method and system, and the method achieves the intelligent simulation of multi-view iterative thinking in a complex reasoning task through the construction of a multi-agent system which is clear in division of labor and is provided with a special knowledge base. View limitation and decision deviation of a single model in long-sequence and multi-step reasoning are effectively overcome; depending on the fusion of the general capability of the large language model and the task special knowledge base, the professionality and accuracy of the reasoning result are improved. Meanwhile, the problems of resource waste, redundant calculation and unstable convergence caused by cognitive overload in the cooperation process are solved by combining multi-round dynamic cooperation with a convergence mechanism of cognitive load perception and a dynamic token number limitation and low-confidence branch pruning strategy; therefore, on the premise that the reasoning quality is guaranteed, the utilization efficiency of computing resources is remarkably optimized, peak value occupation is reduced, the overall reasoning time delay is shortened, and reliable technical support is provided for efficient and stable deployment of a large language model in a complex task.

The invention discloses an electric arc additive thin-wall component strengthening and toughening method based on laser shock peening. The method comprises the following steps that a thin-wall test piece is prepared; planning an unstrengthened area and a plurality of laser shock strengthening sub-areas on the surface of the test piece; selecting a laser shock peening sub-region, selecting laser shock peening parameters for laser shock peening, and adjusting the laser shock peening parameters until the total thickness of the pore-free layer and the hardened layer meeting the target requirement is obtained, so as to obtain optimized laser shock peening parameters; and selecting a plurality of laser shock peening sub-regions, performing peening by adopting optimized laser shock peening, selecting annealing parameters for annealing treatment, and repeating the annealing parameter adjustment operation until the total thickness of the pore-free layer and the hardened layer meeting the target requirement is obtained, so as to obtain optimized annealing parameters. According to the method, the pore-free layer and the hardened layer with reasonable thicknesses are generated on the surface of the additive aluminum alloy thin-wall part, the near-surface layer strength of the thin-wall part is improved, and the strength and plasticity of the arc additive aluminum alloy thin-wall part are improved at the same time.

The utility model provides a part fixing device for engineering machinery machining, and belongs to the technical field of engineering machinery. The machining platform is fixed to the top of the base and used for placing parts for engineering machinery machining; two fixed seats are symmetrically arranged and are fixed at the bottom of the base; the rotating rod is rotationally arranged on the inner walls of the two fixed seats; the clamping and fixing mechanism is arranged on the base, is matched with the rotating rod for use, and is used for replacing and adjusting the clamping plate according to different shapes of engineering machinery processing parts; and the dismounting component is arranged on the base, is connected with the clamping and fixing mechanism and is used for conveniently replacing the abraded clamping plate. According to the clamping device, the clamping plates making contact with the parts for engineering machinery machining for a long time can be conveniently detached and replaced, the shapes of the clamping plates can be matched and replaced according to the parts for engineering machinery machining of different shapes and specifications, and the overall limitation of the device is effectively reduced.

The utility model provides a double-control faucet. The double-control faucet comprises a water outlet main body and a water outlet pipe fitting, the water outlet body is provided with a mounting cavity, a cold water channel and a hot water channel, and a mixed water channel is formed in one end of a mounting opening of the mounting cavity. And a mixing valve core is mounted in the mounting cavity. The water outlet pipe fitting is mounted at the mounting opening of the mounting cavity, and the water inlet end of the water outlet pipe fitting is coaxial and communicated with the mounting cavity. A temperature control assembly in linkage with the mixing valve element is arranged in the water inlet end of the water outlet pipe fitting, the temperature control assembly is provided with a temperature adjusting handle extending out of the periphery of the water outlet pipe fitting, and a flow control assembly is further arranged on the water outlet pipe fitting and located on the downstream of the temperature control assembly, so that a structure that the temperature control assembly and the flow control assembly are arranged in a staggered mode is formed. Therefore, the situation that the two switches are arranged together to cause large installation position size and congestion is avoided, the influence on the appearance modeling design of the faucet is reduced, and the appearance of the faucet has a larger design space.

The application provides a small blood oxygenator, belonging to the technical field of oxygenators, which comprises a shell, an oxygenator core body arranged in the shell, an upper end cover and a lower end cover respectively arranged on the vertical two sides of the shell, a liquid inlet connector connected to the lower end of one side of the shell, a liquid outlet connector connected to the upper end of the other side of the shell, an air inlet connector connected to the upper end cover, an air outlet connector connected to the lower end cover, and the liquid inlet connector, the liquid outlet connector, the air inlet connector and the air outlet connector are respectively connected with corresponding external channels through a butt joint structure. The application solves the problem that the air inlet, the air outlet, the liquid outlet and the liquid inlet of the existing small oxygenator are mostly connected with the corresponding external pipeline through a wire connection method when in use, and the positions of the air inlet, the air outlet, the liquid outlet and the liquid inlet are mostly connected with each other through a rubber ring to realize the leakage prevention function, the leakage prevention effect is not good, leakage may occur, and the normal use of the oxygenator cannot be guaranteed.

The utility model relates to the technical field of heat exchange stations, in particular to a water sample receiving device of a heat exchange station, which can be used for sampling water in a water tank at multiple points, is convenient for monitoring a water sample, and is convenient to use, low in limitation and high in practicability. Comprising a bottom plate and a water tank, the water tank is fixedly installed at the upper end of the bottom plate, and a cavity is formed in the water tank; the device further comprises a plurality of sampling pipes A, a plurality of receiving cylinders, a rotating mechanism and a moving mechanism, the sampling pipes A are communicated with the water tank, the heights of the sampling pipes A are different, valves are arranged on the sampling pipes A, the receiving cylinders are placed on the rotating mechanism, the rotating mechanism has a rotating function, the rotating mechanism is installed on the moving mechanism, and the moving mechanism is connected with the sampling pipes A. The moving mechanism is used for moving the rotating mechanism.

This invention discloses a bearing remaining life prediction method based on frequency domain degradation perception. It constructs an integrated prediction system through a time-frequency decomposition dual-branch feature extraction module, a frequency domain degradation perception weight allocation module, and a life prediction loss function optimization module. First, the time-frequency decomposition dual-branch feature extraction module decomposes the original time series into high and low frequencies and inputs it into an sLSTM and mLSTM dual-branch structure for feature extraction. Second, the frequency domain degradation perception weight allocation module performs degradation perception processing on the fused features, generating dynamic weights and modulating the features to obtain the final fused features, which are then mapped to the prediction space. Finally, the life prediction loss function optimization module calculates the loss, optimizes the model output, and obtains the bearing remaining life prediction result. This invention comprehensively covers the full-stage features of bearings from healthy to severely degraded, improves the sensitivity of early fault detection, and still possesses excellent generalization and robustness under complex operating conditions.

The application is suitable for the technical field of network drama auditing, and provides an artificial intelligence full-process auditing method and system for network drama, which comprises the following steps: analyzing a script based on a natural language model, and constructing a script knowledge graph comprising a macro-story layer, a meso-plot layer and a micro-element layer; the macro-story layer is used for representing the core theme and value orientation of the whole drama; the meso-plot layer automatically divides the script into multiple plot units; the micro-element layer is used for representing the entity elements and element development track within each plot unit; based on the script knowledge graph, dynamic risk identification is performed on the script to determine potential risk plot units; the rough cut sample and the script knowledge graph are aligned, and the risk index of the sample segment corresponding to the potential risk plot unit is calculated. The multi-level script knowledge graph constructed based on the natural language model can comprehensively and systematically understand the script content, and improves the accuracy and consistency of the auditing result.

This invention provides a cutting mechanism and a sewing machine. The cutting mechanism includes a frame and a fixed blade fixedly mounted on the frame; it also includes a cutting shaft rotatably mounted on the frame, with a cutting holder fixedly mounted at one end of the cutting shaft, and a moving blade mounted on the cutting holder; and a lifting gear shaft rotatably mounted on the frame, connected to the cutting shaft via a first transmission mechanism. The first transmission mechanism includes an adjusting crank rotatably mounted on the lifting gear shaft, connected to the lifting gear shaft via an adjusting mechanism. The adjusting mechanism includes an adjusting sleeve slidably mounted on the lifting gear shaft, with an elastic element between the adjusting sleeve and the lifting gear shaft. The elastic element causes the adjusting sleeve to abut against the adjusting crank, and the adjusting crank and adjusting sleeve are engaged and connected. By engaging or disengaging the adjusting sleeve and adjusting crank, the rotation of the lifting gear shaft can drive or not drive the adjusting sleeve to rotate, eliminating the need to disassemble the moving blade and allowing for switching between operating states with and without a cutting blade, reducing equipment limitations and improving work efficiency.

This utility model provides an auxiliary support structure for a boiler dust removal pneumatic ash conveying system, relating to the field of boiler pipe installation technology. The auxiliary support structure includes a support base plate, a lifting assembly fixedly mounted on the top of the support base plate, a support assembly fixedly mounted on the top of the lifting assembly, and symmetrically arranged limiting components fixedly mounted on the top of the support assembly. In this auxiliary support structure, the pipe is positioned between two limiting plates inside the connecting seat. The weight of the pipe acts on the limiting plates through a rotating roller, pressing down on the limiting plates to rotate them along their hinged position with the connecting seat. This causes the guide rod to slide, bringing the limiting plates closer to the support assembly and squeezing a return spring, changing the included angle between the inner sides of the two limiting plates. This allows for adaptive adjustment to the pipe diameter, enabling better support and auxiliary installation of boiler pipes of different diameters and reducing limitations.

The invention relates to a weighing recognition processing method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring a plurality of dynamic weighing values generated by a weighed object at different weighing time points; according to a dynamic weighing result jointly corresponding to the dynamic weighing values, the weighed article is recognized, and the dynamic weighing result is used for representing the weight change trend of the weighed article in the weighing time periods corresponding to the different weighing time points. By adopting the method, the limitation of weighing identification processing is reduced.

The embodiment of the present application provides a BIOS starting method, device and electronic equipment, in which, in response to a system starting instruction, an execution area of a BIOS moving code file is determined according to a storage structure type of a CPU; the storage structure type is used to represent whether the CPU supports cache access to a bus space of a bus. The BIOS moving code file is executed in the execution area, so as to move a BIOS starting file stored in a memory to the memory of the CPU through the bus. The BIOS of the electronic equipment is started based on the BIOS starting file in the memory of the CPU. In the embodiment of the present application, the BIOS starting file in the memory is moved to the memory of the CPU based on the bus between the CPU and the memory and the BIOS moving code file, and the BIOS of the electronic equipment is started in the memory of the CPU. In this way, the method for starting the BIOS based on the bus is realized, so that the BIOS is not limited to being started only in a stored position, and the limitation of the starting mode can be reduced to a certain extent.

This utility model relates to the technical field of yarn production, and in particular to an anti-tangle yarn guiding mechanism for a novel textile yarn winding device. It can change different drive mechanisms to drive the guide block to move back and forth according to the length of the take-up roller, making it applicable to take-up rollers of different lengths. It is convenient to use, has low limitations, and is highly practical. The device includes a base plate; it also includes a bracket, a slide rail, a slider, a guide block, a push rod, a moving mechanism, a rotating mechanism, a guiding mechanism, and multiple drive mechanisms. The bracket is fixedly mounted on the base plate, the slide rail is fixedly mounted on the bracket, the slider is slidably mounted on the slide rail, an electric slide rail is fixedly mounted on the upper end of the slider, the slider has left and right communicating wire holes, the push rod is fixedly mounted on the slider, the rotating mechanism is mounted on the moving mechanism, and multiple drive mechanisms are mounted on the rotating mechanism. Each drive mechanism has a different driving stroke, and the rotating mechanism is used to rotate the multiple drive mechanisms.

The utility model discloses a multi-degree-of-freedom stereotactic cranial nerve robot, which belongs to the technical field of robots and comprises an X-axis moving component, a Y-axis moving component and a Z-axis lifting component, the Y-axis moving component is mounted on the X-axis moving component, and the Z-axis lifting component is mounted on the Y-axis moving component; the X-axis rotating assembly is installed on one side of the Z-axis lifting assembly and can freely rotate around the X axis by 360 degrees; the Y-axis rotating assembly is mounted at one end of the X-axis rotating assembly and can freely rotate around the Y axis by 90 degrees. According to the robot, on the basis of traditional three-degree-of-freedom space movement along the X axis, the Y axis and the Z axis, by additionally arranging two-degree-of-freedom space rotation along the X axis and the Y axis, the operation flexibility and the operation efficiency of the robot are effectively improved; when the device is applied to brain surgery, the limitation of surgery operation is reduced, and the device can be smoother during surgery.

The utility model relates to the technical field of fertilizing devices, in particular to an organic vegetable fertilizing device which is large in coverage width, suitable for a pre-planting period, a seedling period and a middle-later period and small in limitation. Comprising a fertilizer box; two fertilizer hoppers, two fertilizer feeding pipes, a double-output-shaft motor, two driving shafts, two spiral blades and a plurality of fertilizer applying holes are further included, the two fertilizer hoppers are installed on the two sides of the bottom of the fertilizer box respectively, the two fertilizer hoppers are both communicated with a fertilizer cavity of the fertilizer box, the input ends of the two fertilizer feeding pipes are communicated with the interiors of the two fertilizer hoppers respectively, and the output ends of the two fertilizer feeding pipes are communicated with the interiors of the two fertilizer hoppers respectively. The fertilizer hopper and the fertilizer conveying pipes form a channel for conveying fertilizer, the two fertilizer conveying pipes horizontally extend towards the two sides of the fertilizer box, the double-output-shaft motor is installed at the bottom of the fertilizer box, two output shafts of the double-output-shaft motor are in transmission connection with the two driving shafts respectively, and spiral blades are installed on the outer walls of the two driving shafts respectively. The two spiral blades are rotationally mounted in the two fertilizer conveying channels respectively, and a plurality of fertilizing holes are formed in the bottom walls of the two fertilizer conveying pipes.

This invention relates to the field of wastewater treatment technology, and more particularly to an urban domestic wastewater treatment device including a treatment pump station. The top of the outer arc surface of the treatment pump station is provided with a flange inlet, and the bottom of the inner arc surface of the treatment pump station near the flange inlet is connected to a conical flow guide plate. The upper surface of the conical flow guide plate is provided with an inlet in the middle. The conical flow guide plate is a double-layered structure with an arched end inside. Through a special structural design, the water flow is guided to form a slow flow state, providing sufficient reaction time for the coalescence of tiny oil droplets. This promotes the fusion of emulsified oil droplets and dispersed oil droplets to form large oil droplets. Utilizing the physical property that the density of oil is less than that of water, the oil droplets can naturally float to the surface and form a stable floating oil layer. The entire oil-water separation process does not require additional power and can be completed solely by gravity, effectively improving the oil-water separation efficiency while reducing the energy consumption and maintenance costs of the device.

The application relates to the technical field of plasma arc welding, in particular to a positioning welding equipment and method for bridge steel structures, which mainly comprises a plasma arc equipment, a lifting mechanism is arranged on the plasma arc equipment, a horizontal moving mechanism is arranged on the lifting mechanism, the lifting mechanism can drive the horizontal moving mechanism to move in the vertical direction, and a translation mechanism is arranged on the horizontal moving mechanism. The movable welding frame length can be adjusted through the spliced joint head-to-tail insertion and length adjusting lever, different lengths of bridge steel structural members can be adapted, and the problem that the length of the traditional integrated welding table is unchangeable is solved; the movable welding frame is driven to overturn around the adjusting base plate through the deflection angle mechanism, the first positioning probe detects the inclination of the welding surface, the automatic adaptation of the inclination angle is realized, the complex operation of manually arranging the cushion block is replaced, the adaptation range covers steel structural members with different sizes and different inclination angles, the adaptation is better, and the limitation is smaller.

The utility model relates to the field of hardware fitting clamping, in particular to a clamping tool for hardware fitting machining. Comprising a machining table, a plurality of sliding grooves are formed in the top of the machining table in an annular array mode, a first fixing rod is installed in each sliding groove, each first fixing rod is movably sleeved with a sliding block, and a first installation block is installed at the bottom of each sliding block; an air cylinder is installed at the center of the bottom of the machining table, a connecting block is installed at the output end of the air cylinder, a plurality of sets of second installing blocks are installed on the outer wall of the connecting block in an annular array mode, and a plurality of sets of connecting plates are arranged under the machining table in an annular array mode. And a plurality of groups of moving blocks are arranged above the processing table in an annular array. According to the embodiment, the position and the clamping range of the clamping plates can be flexibly adjusted, the clamp is suitable for hardware fittings of various shapes and sizes, and the applicability is improved while limitation is reduced.

The invention provides a strike-slip fracture structure simulation method, system and device, a storage medium and a program product. The method comprises the following steps: acquiring physical simulation data and numerical simulation data of a target area with a strike-slip fracture structure; obtaining deformation characteristic data of each stratum of the target area sent by the simulation equipment, wherein the deformation characteristic data is obtained after the simulation equipment simulates the stratum structure deformation process of the target area based on the physical simulation data from the processing equipment; simulating a stratum fracture evolution process of the target area based on the numerical simulation data to obtain fracture form data of each stratum of the target area, the fracture form data being used for indicating form changes caused by fracture of each stratum in a plurality of evolution stages; and based on the deformation characteristic data and the fracture form data, constructing a strike-slip fracture model about the target area, the strike-slip fracture model being used for describing a strike-slip fracture structure of the target area. According to the method, the accuracy of strike-slip fracture structure simulation is improved.

The utility model relates to the technical field of grinding, in particular to a paper product cutting die blade face grinding device which can adjust the angle of a grinding wheel according to the angle of a blade, can grind the blades with different angles, and is convenient to use, low in limitation and high in practicability. Comprising a bottom plate, a workbench and a clamping mechanism, and the clamping mechanism is installed on the workbench; the device further comprises a lifting mechanism, a moving mechanism, an angle adjusting mechanism and a grinding mechanism, the workbench is installed on the bottom plate through the lifting mechanism, the lifting mechanism is used for lifting the workbench, the angle adjusting mechanism is installed on the moving mechanism, the moving mechanism is used for moving the angle adjusting mechanism, and the grinding mechanism is installed on the angle adjusting mechanism. The angle adjusting mechanism is used for adjusting the angle of the grinding mechanism, a grinding wheel is arranged on the grinding mechanism, and the grinding mechanism has the grinding function.

The utility model relates to the technical field of shearing devices, in particular to a shearing device for woven bag processing, which comprises a fixing frame and a conveying belt, a support and a hydraulic cylinder are fixedly mounted on the fixing frame, and a driving end of the hydraulic cylinder is rotatably connected with a fixing rod with a T-shaped cross section. The lower end of the fixing rod is fixedly connected with a purifying box, and a hot cutter is fixedly arranged on the purifying box. A rotating rod with a T-shaped cross section is rotationally installed on the support, a fixing frame is fixedly connected to the upper end of the rotating rod, and an open groove is formed in the fixing frame. The angle of the hot cutter can be conveniently adjusted according to actual use requirements, when raw materials of woven bags need to be obliquely cut according to the actual use requirements to enable cutting lines to be obliquely arranged, different shearing devices do not need to be replaced for machining, the limitation of the shearing devices is small when the shearing devices are used, and machining efficiency is improved. And cutting treatment of woven bag raw materials is facilitated.

The utility model discloses a kind of spraying devices for agricultural planting, it includes vehicle plate, the vehicle plate is provided with spraying water tank, both sides of the spraying water tank are equipped with spraying structure, and the spraying water tank is connected with supply water tank;Spraying structure includes a section of pipe, first hinged member, second hinged member, second section of pipe, connecting hose, third hinged member, third section of pipe and spraying nozzle, the section of pipe is located in the side of spraying water tank and is connected by first hinged member, the section of pipe is equipped with second hinged member and is connected with second section of pipe, the second section of pipe is equipped with third hinged member and is connected with third section of pipe, and connecting hose is connected between the section of pipe and second section of pipe and between second section of pipe and third section of pipe. The utility model is flexibly unfolded by the section of pipe, second section of pipe and third section of pipe, realize the flexible adjustment of spraying area, and then can adjust the area of spraying according to the specific width of planting ridge, reduce the limitation of spraying.

The utility model relates to the technical field of medical instruments, and discloses arm exercise equipment which comprises an equipment body. According to the equipment body, a motor is arranged in a shell; the rotating wheel is arranged at the output end of the motor and penetrates through the top of the shell; the grip is arranged at the top of the rotating wheel and is rotationally connected with the rotating wheel; a movable adjusting assembly is arranged at the bottom of the shell. The movable adjusting assembly comprises a supporting plate arranged at the bottom of the shell. The supporting frame is arranged on the outer side of the supporting plate and rotationally connected with the supporting plate. The supporting assembly is arranged between the supporting plate and the supporting frame; the sliding rod is arranged on the outer side of the supporting assembly, and a sliding groove matched with the sliding rod is formed in the supporting frame. The fixing assembly is arranged on the outer side of the sliding rod. The electric push rod is arranged at the bottom of the support frame; the base is arranged at the bottom of the electric push rod, the bedridden patient can conveniently use the arm exercise equipment by moving the adjusting assembly, and the flexibility and practicability of the arm exercise equipment are improved.

The anti-deformation supporting and fixing frame for waterproof roll storage comprises a supporting box, a shaft seat is arranged in the middle of the upper surface of the bottom end of the supporting box, a rotating rod is arranged in the shaft seat, and the top end of the rotating rod penetrates through the top surface of the supporting box and is fixedly connected with a supporting disc. According to the utility model, the sleeve of the waterproof coiled material is arranged on the lower clamping rod at the top of the supporting disc, and the electric push rod on the side plate is started to drive the connecting block to move downwards, so that the pressing plate and the upper clamping rod synchronously descend until the upper clamping rod is inserted into the sleeve of the waterproof coiled material and the pressing plate abuts against the coiled material; by means of the structure, the waterproof coiled materials are effectively prevented from inclining and shaking in the storage process, the friction coefficient between the adjacent coiled materials is remarkably reduced, the problem of surface damage caused by long-term friction is avoided, the service life of the waterproof coiled materials is prolonged, and the service life of the waterproof coiled materials is prolonged. The structural integrity and the subsequent use performance of the waterproof coiled material are ensured.

This utility model discloses a garden seedling pruning device, including a protective cover. Two flywheels are symmetrically arranged inside the protective cover, and a band saw is mounted on each flywheel. A fixed base is fixed to the middle of the back of the protective cover. A connecting rod is connected to the fixed base via an angle adjustment mechanism. The end of the connecting rod away from the protective cover is connected to a support rod via a rotating assembly, and two rectangular through holes are symmetrically arranged on the side wall of the support rod. The angle adjustment mechanism includes a fixed shaft and a sleeve. The fixed shaft is fixed to the fixed base, and the sleeve is rotatably connected to the fixed shaft. The connecting rod is fixed to the side wall of the sleeve and communicates with the inside of the sleeve. The rotating assembly consists of a rotating cylinder and a supporting rotating ring, respectively fixed to the ends of the connecting rod and the support rod. The supporting rotating ring is rotatably connected to the rotating cylinder. This utility model belongs to the field of seedling pruning technology, specifically a garden seedling pruning device.

The application discloses a power equipment state intelligent early warning system and method based on multi-source data fusion, and the early warning system comprises a data acquisition module, which is used for collecting multi-dimensional operation data of power equipment, including equipment operation parameter data, environment sensing data, image detection data and historical operation and maintenance data; a data fusion module, which receives the multi-dimensional operation data for preprocessing, generates a standardized processing data set, and performs fusion processing on the data set. The application belongs to the technical field of power equipment state monitoring and early warning, can cover full-dimensional data of equipment operation, environment, image and operation and maintenance, eliminates the limitation of a single data source, provides complete and reliable data support for subsequent analysis, is efficient and intelligent in fusion processing, extracts core features of multiple types of data through CNN and LSTM, combines genetic and reinforcement learning to optimize fusion weights, greatly improves the relevance and effectiveness of fused data, and avoids heterogeneous data fusion deviation.

The present application relates to the technical field of power market data analysis, solves the problem that the prior art lacks a verification mechanism for the credibility of generated reports and the traceability of evidence, and is also prone to generating false content that contradicts the actual physical operating state, thereby affecting the credibility of the report, and particularly relates to a power regulation report credibility verification method based on data traceability, which collects and preprocesses multi-modal operating data of the power market to obtain baseline operating data, then performs multi-dimensional feature extraction thereon to generate a multi-modal basic feature vector, assigns a traceability identifier to each valid data entity in the multi-modal basic feature vector, and synchronizes the data entity and its corresponding data feature abstract to a distributed tamper-proof network to construct a traceability credential library. The present application improves the evidence traceability of the analyzed text, reduces the risk of tampering with the operating data during circulation, and improves the reliability of the analysis and periodic regulatory evaluation results of the market operation.

The invention provides an adjustable solar photovoltaic module frame body structure, which belongs to the technical field of solar photovoltaic module supports and comprises a base, a controller and an energy storage box are arranged on a transverse plate of the base, outer sleeves are fixedly connected to two sides of the upper end of the base, and supporting rods are arranged in the outer sleeves. Two pairs of shaking relieving modules are annularly arranged between the supporting rod and the outer sleeve at equal intervals, a longitudinal adjusting module is arranged at the upper end of the supporting rod in parallel, a transverse adjusting module is arranged on the longitudinal adjusting module, and a photovoltaic panel locking module is arranged on the transverse adjusting module. The adjustable solar photovoltaic module frame body structure solves the problems that an existing adjustable solar photovoltaic module frame body structure cannot relieve shaking caused by factors such as wind blowing, then parts on a frame body and an assembled photovoltaic panel are loosened and even disintegrated, and the service life is greatly shortened.

The utility model relates to the technical field of bicycle handles, and discloses a bicycle handle capable of being quickly disassembled and assembled, which comprises a handlebar, the surface of the handlebar is sleeved with a handle body, the surface of the handle body is provided with a limiting structure, the limiting structure comprises a circular groove, the circular groove is arranged at one end of the handle body, and the handle body is arranged in the circular groove. A threaded rod penetrates through the inner wall of the circular groove in a threaded mode, the threaded rod penetrates through the handlebar in a threaded mode, one end of the threaded rod is fixedly connected with a circular plate, the surface of the circular plate is fixedly connected with a support, the two sides of the support are each fixedly connected with two fixing rods, and the arc surfaces of the two fixing rods are rotationally connected with a rotating disc. By using the limiting structure, the handle body can be disassembled and assembled without a professional tool, the limitation of disassembling and assembling the handle body is reduced, and the threaded rod can be directly rotated for fixing or disassembling, so that the complexity of disassembling the handle body is reduced.

The invention discloses a multi-dimensional recognition method for out-of-distribution and misclassification detection, and belongs to the technical field of computer vision and deep learning. In view of two major core challenges of OOD (Out of Distribution) detection and Misclassification Detection of a deep learning model in an open world scene, the invention provides a unified multi-dimensional recognition framework. According to the method, five Vision Transformer models (BEiT, BEiTv2, DINOv2, MAE and ViT-Sup) based on different pre-training strategies are adopted to extract multi-view features in parallel, four kinds of complementary detection signals are constructed, the feature anomaly of a signal 1 and the mahalanobis distance of a signal 2 form an out-of-distribution detection signal group, and the prediction uncertainty of a signal 3 and the decision boundary distance of a signal 4 form a misclassification detection signal group. Through an adaptive fusion strategy, confidence coefficient calibration is improved through temperature calibration, dimensional difference is eliminated through statistical normalization, fine utilization of signals is realized through dynamic weight calculation, and a comprehensive score is generated. And performing three types of judgments based on the comprehensive score: in-distribution normal samples, out-distribution samples and in-distribution misclassification samples. According to the method, joint modeling of the two types of problems is realized, the performance of distribution outside detection and misclassification detection tasks is remarkably improved, and a technical guarantee is provided for reliable deployment of a deep learning model.