An intelligent evaluation system for new energy battery cooling device

By designing a multi-dimensional intelligent evaluation system, the problem of single evaluation types and low intelligence in the existing evaluation system is solved, and a comprehensive and accurate evaluation of the cooling device of new energy battery is achieved, which improves the testing efficiency and safety.

CN119086135BActive Publication Date: 2025-02-11AAVID (SHENZHEN) SYST CO LTD
View PDF 4 Cites 0 Cited by

Patent Information

Application Number
CN202411555870.5
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-11-04
Publication Date
2025-02-11
Estimated Expiration
2044-11-04

AI Technical Summary

Technical Problem

The existing evaluation system has a single type of evaluation, low degree of intelligence, and large deviations in evaluation results, which affects the effectiveness of the system.

Method used

An intelligent evaluation system for new energy battery cooling device was designed, including battery information acquisition module, heat dissipation device information acquisition module, test acquisition module, environmental information acquisition module, image information acquisition module, data processing module and information transmission module, through multiple Dimensional evaluation and intelligent processing to generate comprehensive evaluation information and test warning information.

Benefits of technology

A multi-dimensional evaluation of new energy battery cooling devices has been achieved, which improves the comprehensiveness and accuracy of the evaluation results, improves the testing efficiency and accuracy, ensures battery quality consistency and compatibility of the cooling devices, and prevents potential failures and Safety hazards.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN119086135B_ABST
    Figure CN119086135B_ABST
Patent Text Reader

Abstract

This invention discloses an intelligent evaluation system for heat dissipation devices of new energy batteries, including a battery information acquisition module, a heat dissipation device acquisition module, a test acquisition module, an environmental information acquisition module, an image information acquisition module, a data processing module, and an information transmission module. The battery information acquisition module is used to collect information about the new energy battery; the heat dissipation device information acquisition module is used to collect information about the heat dissipation device; the environmental information acquisition module is used to collect test environment information; the image information acquisition module is used to collect image information during the test; the data processing module is used to process the battery information to obtain battery evaluation information, including whether the battery test passed or failed; the data processing module also processes the heat dissipation device information to obtain heat dissipation device installation information evaluation information. This invention enables more comprehensive and intelligent evaluation of heat dissipation devices for new energy batteries.
Need to check novelty before this filing date? Find Prior Art

Description

Technical Field

[0001] The present invention relates to the field of evaluation systems, and in particular to an intelligent evaluation system for a new energy battery heat dissipation device. Background Art

[0002] New energy batteries refer to devices that can directly convert new energy in the form of chemical energy, solar energy, wind energy, hydropower, etc. into electrical energy. The working principle of new energy batteries is usually based on chemical reactions, photovoltaic effects or other physical principles, and converts new energy into electrical energy through electrochemical reactions. New energy batteries will generate a lot of heat when working. If the heat cannot be dissipated in time, the battery temperature will rise, which will affect the battery's performance, life and even safety. In a high temperature environment, the chemical reaction inside the battery will accelerate, which may lead to serious consequences such as thermal runaway of the battery, evaporation of the electrolyte, melting of the diaphragm, and ultimately cause safety hazards such as battery short circuit and explosion. Therefore, a good heat dissipation system is the key to reducing battery temperature and avoiding thermal runaway caused by overheating;

[0003] Therefore, new energy batteries need to be cooled by heat dissipation devices during actual use. The heat dissipation devices need to be evaluated before use and before they are put into use to understand the heat dissipation effect and status of the heat dissipation devices. Therefore, an evaluation system will be used to evaluate them.

[0004] In actual use, the existing evaluation system has a single evaluation type, a low degree of intelligence, and a large deviation in the evaluation results, which has a certain impact on the use of the evaluation system. Therefore, an intelligent evaluation system for new energy battery heat dissipation device is proposed. Summary of the invention

[0005] The technical problem to be solved by the present invention is: how to solve the problem that the existing evaluation system has a single evaluation type, a low degree of intelligence, and a large deviation in the evaluation results during actual use, which has a certain impact on the use of the evaluation system. An intelligent evaluation system for a new energy battery heat dissipation device is provided.

[0006] The present invention solves the above technical problems through the following technical solutions, and the present invention includes a battery information acquisition module, a heat dissipation device acquisition module, a test acquisition module, an environmental information acquisition module, an image information acquisition module, a data processing module and an information sending module;

[0007] The battery information collection module is used to collect new energy battery information;

[0008] The heat sink information collection module is used to collect heat sink information;

[0009] The environment information collection module is used to collect test environment information;

[0010] The image information acquisition module is used to acquire image information during the test process;

[0011] The data processing module is used to process the battery information and obtain the battery evaluation information, the battery evaluation information including whether the battery test passed or failed;

[0012] The data processing module processes the heat sink information to obtain heat sink installation information evaluation information, where the heat sink installation information includes whether the device installation test passed or failed.

[0013] The data processing module processes the test environment information to obtain environment evaluation information, where the environment evaluation includes whether the environment test passes or fails.

[0014] The new energy battery cooling device is tested when the battery test, the device installation test and the environmental test are passed. The test collection module collects the test information of the new energy battery cooling device at this time to obtain real-time test information.

[0015] The data processing module processes the real-time test information to obtain comprehensive evaluation information of the heat dissipation device;

[0016] The data processing module processes the image information during the test and obtains the test warning information;

[0017] The information sending module is used to send the comprehensive evaluation information and the test warning information of the heat dissipation device to a preset receiving terminal after the above information is generated.

[0018] Furthermore, the specific acquisition process of the battery evaluation information is as follows: battery image information, battery production date information, battery real-time current information, battery standard power information and battery discharge fluctuation amplitude information;

[0019] Process the battery image information, compare the battery image information with the standard battery image, and obtain the real-time battery appearance similarity information;

[0020] The real-time current information of the battery and the standard power information of the battery are processed, and the difference between the standard power information of the battery and the real-time current information of the battery is calculated to obtain the power difference;

[0021] Processing the discharge fluctuation amplitude information of the battery, extracting the number of times the discharge fluctuation amplitude information of the battery is greater than a preset fluctuation amplitude difference;

[0022] When the test battery is a single battery, if the real-time battery appearance similarity information is greater than a preset value, the power difference is less than a preset value, and the number of times the difference in fluctuation amplitude is greater than a preset value is less than a preset value, the battery test is generated to be passed;

[0023] When any one of the similarity information of the real-time battery appearance is less than a preset value, the power difference is greater than a preset value, and the number of times the difference in fluctuation amplitude is greater than a preset value occurs, the battery test fails.

[0024] Furthermore, when the test battery is a plurality of batteries, the battery production date information of each battery is extracted, the production date difference between the batteries is calculated, and a plurality of production date differences are obtained;

[0025] When the differences between multiple production dates are all less than the preset value, the real-time battery appearance similarity information is greater than the preset value, and the number of times that the power difference is less than the preset value and the fluctuation amplitude difference is greater than the preset value is less than the preset value, the battery test is generated to be passed;

[0026] When any one of the multiple production date differences is greater than a preset value, the real-time battery appearance similarity information is less than a preset value, or the power difference is greater than a preset value and the number of times the fluctuation amplitude difference is greater than a preset value is greater than a preset value, a battery test failure is generated.

[0027] Furthermore, the process of obtaining the heat dissipation device installation information evaluation information is as follows:

[0028] Extracting the collected heat sink installation information, the heat sink installation information includes the heat sink production date, installation location information and connection tightness;

[0029] The process of obtaining the installation position information is as follows: collecting image information of the heat sink after installation, extracting the label position information on the heat sink from the image information after installation, and obtaining the real-time label position information;

[0030] Then, the real-time tag position information is compared with the preset tag standard position, and the number of position deviations greater than the preset value is extracted, that is, the installation position information is obtained;

[0031] Connection tightness: The connection tightness between the heat dissipation surface of the heat dissipation device and the heat dissipation surface required by the battery;

[0032] When the tested heat sink position is single, the installation position information is less than the preset value and the connection tightness is greater than the preset value, the device installation test is passed;

[0033] When the installation position information is greater than a preset value or the connection tightness is less than a preset value, the generation device installation test fails.

[0034] Furthermore, when there are multiple heat sink positions to be tested, the production dates of the heat sinks are extracted, and the differences between the production dates of the heat sinks are calculated to obtain the device date differences;

[0035] When the device date difference is less than the preset value, the installation location information is less than the preset value, and the connection tightness is greater than the preset value, the device installation test is passed;

[0036] When any one of the following occurs: the device date difference is greater than a preset value, the installation location information is greater than a preset value, or the connection tightness is less than a preset value, the device installation test fails.

[0037] Furthermore, the specific process of obtaining the environmental assessment information is as follows:

[0038] Extract the collected test environment information, including test environment temperature information, test environment humidity information, test environment dust concentration information and test environment wind force information;

[0039] The ambient temperature information is processed to obtain the ambient temperature parameters, the ambient humidity information is processed to obtain the ambient humidity parameters, the test environment dust concentration information is processed to obtain the ambient dust concentration parameters, and the test environment wind force information is processed to obtain the ambient wind force evaluation parameters;

[0040] When the ambient temperature parameter is less than the preset value, the ambient humidity parameter is less than the preset value, the ambient dust concentration parameter is less than the preset value, and the ambient wind force evaluation parameter is less than the preset value, the environmental test is generated to pass;

[0041] When any one of the ambient temperature parameter is greater than or equal to the preset value, the ambient humidity parameter is greater than or equal to the preset value, the ambient dust concentration parameter is greater than or equal to the preset value, and the ambient wind force evaluation parameter is greater than or equal to the preset value occurs, the environmental test fails.

[0042] Furthermore, the process of obtaining the ambient temperature parameter is as follows: continuously collecting ambient temperature information at least m times, collecting the difference between the m times of ambient temperature information in chronological order, obtaining multiple temperature differences, extracting the number of times the temperature difference is greater than a preset value, that is, obtaining the ambient temperature parameter;

[0043] The process of obtaining the environmental humidity parameter is as follows: continuously collecting environmental humidity information at least m times, calculating the average of the m times of humidity information, and obtaining the environmental humidity parameter;

[0044] The process of acquiring the environmental wind force evaluation parameters is as follows: extract the collected test environment wind force information, continuously collect the environmental wind force information m times, extract the number of winds greater than the preset value a1 and the number of winds less than the preset value a2 in the m times of environmental wind force information, calculate the sum of the number of winds greater than the preset value a1 and the number of winds less than the preset value a2 to obtain the environmental wind evaluation parameters.

[0045] Furthermore, the acquisition process of the test warning information is as follows: extracting the acquired image information during the test process, the image information during the test process is the infrared image information of the new energy battery heat dissipation device acquired by the infrared image acquisition device, analyzing the infrared image information, and recording the change speed from shallow to deep during the change of the infrared image information. When the change speed is greater than a preset value, the test warning information is generated;

[0046] When there is an area in the infrared image information where the color depth is greater than a preset value, a test warning message is generated.

[0047] Furthermore, the process of obtaining the comprehensive evaluation information of the heat dissipation device is as follows:

[0048] When the heat dissipation device is a water-cooled heat dissipation device, the collected real-time test information is extracted, and the real-time test information includes the maximum temperature of the new energy battery when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1, the sound volume of the water pump operation and the power consumption of the heat dissipation device per unit temperature reduction;

[0049] When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the sound of the water pump is lower than the preset value, and the power consumption of the heat dissipation device per unit of cooling is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the heat dissipation device is evaluated as excellent.

[0050] When the maximum temperature of the new energy battery when the heat dissipation device is running at full power is less than the preset value, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is less than the preset value, the sound volume of the water pump is less than the preset value, and the power consumption per unit of cooling of the heat dissipation device is less than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device is that the evaluation of the heat dissipation device is general;

[0051] When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the sound of the water pump is lower than the preset value, and the power consumption of the heat dissipation device per unit temperature reduction is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the evaluation of the heat dissipation device is poor.

[0052] When the heat dissipation device is an air-cooled heat dissipation device, the collected real-time test information is extracted, and the real-time test information includes the maximum temperature of the new energy battery when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1, the sound volume of the fan operation, and the power consumption of the heat dissipation device per unit temperature reduction;

[0053] When the maximum temperature of the new energy battery is lower than a preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to a preset temperature f2 after the battery reaches the preset temperature f1 is lower than a preset value, the fan operation sound is lower than a preset value, and the power consumption per unit of cooling of the heat dissipation device is lower than a preset value, the heat dissipation device comprehensive evaluation information is generated, and the content of the heat dissipation device comprehensive evaluation information is that the heat dissipation device has an excellent evaluation;

[0054] When the maximum temperature of the new energy battery when the heat dissipation device is running at full power is less than a preset value, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is less than a preset value, the fan operation sound is less than a preset value, and the power consumption per unit of cooling of the heat dissipation device is less than a preset value, any three of the following occur simultaneously, the heat dissipation device comprehensive evaluation information is generated, and the content of the heat dissipation device comprehensive evaluation information at this time is that the heat dissipation device evaluation is general;

[0055] When the maximum temperature of the new energy battery is lower than the preset value when the cooling device is running at full power, the time taken by the cooling device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the fan running sound is lower than the preset value and the unit cooling power consumption of the cooling device is lower than the preset value, any two of the following occur at the same time, the comprehensive evaluation information of the cooling device is generated. At this time, the content of the comprehensive evaluation information of the cooling device is that the cooling device evaluation is poor.

[0056] Compared with the prior art, the present invention has the following advantages: the intelligent evaluation system of the new energy battery heat dissipation device realizes multi-dimensional evaluation: the process collects the battery's image information, production date information, real-time current information, standard power information and discharge fluctuation amplitude information, and comprehensively evaluates the battery from multiple dimensions such as appearance, production date, performance stability, etc., thereby ensuring the comprehensiveness and accuracy of the evaluation results, and performing intelligent judgment. By comparing the battery image information with the standard battery image, and calculating the power difference, extracting the number of abnormalities in the discharge fluctuation amplitude information and other intelligent processing means, the system can automatically determine whether the battery meets the test requirements, greatly improving the test efficiency and accuracy. The process is not only applicable to the testing of a single battery, but also to the testing of multiple batteries. For multiple batteries, the system can extract the production date information of each battery and calculate the production date difference between each battery, so as to determine the consistency and stability of the battery batches. By setting preset values, such as the preset value of similarity information, the preset value of power difference, the preset value of discharge fluctuation amplitude difference number and the preset value of production date difference, the system can perform strict quality control on the batteries to ensure that only batteries that meet the requirements can pass the test. By analyzing the discharge fluctuation amplitude information of the battery, the system can promptly discover the instability of battery performance and prevent potential safety hazards and performance problems, making the system more worthy of promotion and use. BRIEF DESCRIPTION OF THE DRAWINGS

[0057] Figure 1 It is a system block diagram of the present invention. DETAILED DESCRIPTION

[0058] The following is a detailed description of an embodiment of the present invention. This embodiment is implemented on the premise of the technical solution of the present invention, and a detailed implementation method and a specific operation process are given, but the protection scope of the present invention is not limited to the following embodiment.

[0059] like Figure 1 As shown, this embodiment provides a technical solution: an intelligent evaluation system for a new energy battery heat dissipation device, including a battery information acquisition module, a heat dissipation device acquisition module, a test acquisition module, an environmental information acquisition module, an image information acquisition module, a data processing module and an information sending module;

[0060] The battery information collection module is used to collect new energy battery information;

[0061] The heat sink information collection module is used to collect heat sink information;

[0062] The environment information collection module is used to collect test environment information;

[0063] The image information acquisition module is used to acquire image information during the test process;

[0064] The data processing module is used to process the battery information and obtain the battery evaluation information, the battery evaluation information including whether the battery test passed or failed;

[0065] The data processing module processes the heat sink information to obtain heat sink installation information evaluation information, where the heat sink installation information includes whether the device installation test passed or failed.

[0066] The data processing module processes the test environment information to obtain environment evaluation information, where the environment evaluation includes whether the environment test passes or fails.

[0067] The new energy battery cooling device is tested when the battery test, the device installation test and the environmental test are passed. The test collection module collects the test information of the new energy battery cooling device at this time to obtain real-time test information.

[0068] The data processing module processes the real-time test information to obtain comprehensive evaluation information of the heat dissipation device;

[0069] The data processing module processes the image information during the test and obtains the test warning information;

[0070] The information sending module is used to send the comprehensive evaluation information and test warning information of the heat dissipation device to a preset receiving terminal after the above information is generated;

[0071] The above process has achieved a high degree of integration and intelligence. The system integrates multiple modules such as battery information collection, heat dissipation device information collection, environmental information collection, image information collection, data processing and information sending, realizing a one-stop service from information collection to processing and then to result sending.

[0072] The data processing module can intelligently analyze and process various types of information, automatically generate battery evaluation information, heat sink installation evaluation information, environmental evaluation information, heat sink comprehensive evaluation information and test warning information, greatly improving the efficiency and accuracy of the evaluation.

[0073] The system not only focuses on the performance of the battery itself, but also covers multiple dimensions such as the installation of the heat dissipation device and the adaptability of the test environment, ensuring the comprehensiveness and accuracy of the evaluation results.

[0074] The addition of the image information acquisition module makes the evaluation process more intuitive and visual, which helps to discover and solve problems in a timely manner.

[0075] Before testing the new energy battery cooling device, the system will conduct rigorous testing and evaluation on the battery, cooling device and test environment. Only when all tests are passed will the next step of test information collection be carried out.

[0076] This strict safety control mechanism ensures the safety and reliability of the testing process and avoids test failures or safety accidents caused by device or environmental problems.

[0077] Real-time and traceability: The system can collect and process test information in real time, generate comprehensive evaluation information and test warning information of the heat dissipation device, and ensure the real-time nature of the information.

[0078] At the same time, all collected and processed information can be recorded and stored to facilitate subsequent analysis and traceability, providing strong data support for product improvement and optimization.

[0079] Efficient information transmission: After the comprehensive evaluation information and test warning information of the heat dissipation device are generated, the information sending module can send this information to the preset receiving terminal in time, ensuring the timely transmission and effective use of information.

[0080] This efficient information transmission mechanism helps relevant personnel quickly understand the evaluation results and make decisions and responses in a timely manner.

[0081] The intelligent evaluation system of the new energy battery cooling device has many advantages, such as high integration and intelligence, comprehensive evaluation dimensions, strict safety control, real-time and traceability, and efficient information transmission, providing a more scientific, comprehensive, efficient and reliable solution for the evaluation of new energy battery cooling devices.

[0082] The specific acquisition process of the battery evaluation information is as follows: battery image information, battery production date information, battery real-time current information, battery standard power information and battery discharge fluctuation amplitude information;

[0083] Process the battery image information, compare the battery image information with the standard battery image, and obtain the real-time battery appearance similarity information;

[0084] The real-time current information of the battery and the standard power information of the battery are processed, and the difference between the standard power information of the battery and the real-time current information of the battery is calculated to obtain the power difference;

[0085] Processing the discharge fluctuation amplitude information of the battery, extracting the number of times the discharge fluctuation amplitude information of the battery is greater than a preset fluctuation amplitude difference;

[0086] When the test battery is a single battery, if the real-time battery appearance similarity information is greater than a preset value, the power difference is less than a preset value, and the number of times the difference in fluctuation amplitude is greater than a preset value is less than a preset value, the battery test is generated to be passed;

[0087] When any one of the similarity information of the real-time battery appearance is less than a preset value, the power difference is greater than a preset value, and the number of times the difference in fluctuation amplitude is greater than a preset value occurs, the battery test fails.

[0088] When the test battery is a plurality of batteries, the battery production date information of each battery is extracted, the production date difference between the batteries is calculated, and a plurality of production date differences are obtained;

[0089] When the differences between multiple production dates are all less than the preset value, the real-time battery appearance similarity information is greater than the preset value, and the number of times that the power difference is less than the preset value and the fluctuation amplitude difference is greater than the preset value is less than the preset value, the battery test is generated to be passed;

[0090] When any one of the differences in multiple production dates is greater than a preset value, the similarity information of the real-time battery appearance is less than a preset value, or the number of times that the power difference is greater than a preset value and the fluctuation amplitude difference is greater than a preset value is greater than a preset value, a battery test failure is generated;

[0091] The above process can ensure the consistency of battery quality: by comparing the battery image information with the standard battery image, the consistency of the battery appearance can be ensured to prevent poor heat dissipation or safety hazards caused by appearance defects.

[0092] By calculating the charge difference and extracting the number of abnormalities in the discharge fluctuation amplitude information, the performance stability and consistency of the battery can be evaluated to ensure that the battery used in the new energy battery cooling device has reliable performance.

[0093] Improve heat dissipation device compatibility: When testing multiple batteries, the batch consistency of the batteries can be evaluated by calculating the difference in production dates between the batteries, ensuring that the heat dissipation device is compatible with batteries from different batches but with similar performance.

[0094] This helps reduce fluctuations in heat sink performance due to battery batch differences and improves overall system stability and reliability.

[0095] Prevent potential failures: By real-time monitoring of the battery's current information and discharge fluctuation amplitude information, abnormal battery discharge behavior can be discovered in time to prevent heat dissipation device failure or safety accidents caused by battery failure.

[0096] This helps reduce the system's maintenance costs and failure rates, and improves the system's operating efficiency and safety.

[0097] Optimize heat dissipation device design: A comprehensive evaluation of battery performance can provide strong data support for the design of heat dissipation devices.

[0098] For example, the heat dissipation strategy and heat dissipation structure of the heat dissipation device can be optimized according to the discharge characteristics of the battery to improve the heat dissipation efficiency and battery life.

[0099] Improve evaluation efficiency and accuracy: The evaluation process uses automated and intelligent means to quickly collect and process battery information and generate accurate evaluation results.

[0100] This will help shorten the evaluation cycle, improve evaluation efficiency and accuracy, and provide strong technical support for the research and development and production of new energy battery cooling devices.

[0101] The specific acquisition process of the above battery evaluation information and its judgment logic have many benefits in the evaluation process of the heat dissipation device of new energy batteries, which helps to ensure the consistency of battery quality, improve the compatibility of heat dissipation devices, prevent potential failures, optimize the design of heat dissipation devices, and improve evaluation efficiency and accuracy.

[0102] The process of obtaining the heat dissipation device installation information evaluation information is as follows:

[0103] Extracting the collected heat sink installation information, the heat sink installation information includes the heat sink production date, installation location information and connection tightness;

[0104] The process of obtaining the installation position information is as follows: collecting image information of the heat sink after installation, extracting the label position information on the heat sink from the image information after installation, and obtaining the real-time label position information;

[0105] Then, the real-time tag position information is compared with the preset tag standard position, and the number of position deviations greater than the preset value is extracted, that is, the installation position information is obtained;

[0106] Connection tightness: The connection tightness between the heat dissipation surface of the heat dissipation device and the heat dissipation surface required by the battery;

[0107] When the tested heat sink position is single, the installation position information is less than the preset value and the connection tightness is greater than the preset value, the device installation test is passed;

[0108] When the installation position information is greater than a preset value or the connection tightness is less than a preset value, the generation device installation test fails.

[0109] When there are multiple heat sink locations tested, the heat sink production dates are extracted, and the pairwise differences between the heat sink production dates are calculated to obtain the device date differences;

[0110] When the device date difference is less than the preset value, the installation location information is less than the preset value, and the connection tightness is greater than the preset value, the device installation test is passed;

[0111] When the device date difference is greater than the preset value, when the installation location information is greater than the preset value, or when the connection tightness is less than the preset value, any one of the following occurs, the device installation test fails;

[0112] Through the above process, the accuracy of heat sink installation is ensured: by extracting heat sink installation information, including heat sink production date, installation location information and connection tightness, the installation quality of the heat sink can be comprehensively evaluated.

[0113] The process of obtaining the installation position information can accurately identify the installation position deviation of the heat sink by comparing the real-time tag position information with the preset tag standard position, thereby ensuring the correct alignment between the heat sink and the battery.

[0114] The evaluation of the tightness of the connection ensures effective contact between the heat sink and the battery cooling surface, thereby improving the heat dissipation efficiency.

[0115] Improve cooling system compatibility: When multiple cooling devices are tested, batch consistency of cooling devices can be evaluated by calculating the pairwise differences between the production dates of the cooling devices.

[0116] This helps ensure that cooling devices from different batches but with similar performance can be used compatible, thus avoiding fluctuations in cooling performance due to batch differences.

[0117] Prevent potential safety hazards: Accurate installation position information and connection tightness assessment can help to promptly identify potential problems during the installation of the heat sink, such as excessive position deviation or loose connection.

[0118] If these potential problems are not discovered and resolved in a timely manner, they may lead to safety hazards such as poor heat dissipation, battery overheating, and even cause safety accidents.

[0119] Optimize heat sink performance: By ensuring the heat sink is correctly installed and tightly connected, the performance of the heat sink can be fully utilized to improve the heat dissipation efficiency and service life of the battery.

[0120] This helps improve the overall performance and stability of new energy battery systems, thereby extending battery life and reducing maintenance costs.

[0121] Improve evaluation efficiency and accuracy: The evaluation process uses automated and intelligent means to quickly collect and process heat dissipation device installation information and generate accurate evaluation results.

[0122] This will help shorten the evaluation cycle, improve evaluation efficiency and accuracy, and provide strong technical support for the research and development and production of new energy battery cooling devices.

[0123] The specific process of obtaining the environmental assessment information is as follows:

[0124] Extract the collected test environment information, including test environment temperature information, test environment humidity information, test environment dust concentration information and test environment wind force information;

[0125] The ambient temperature information is processed to obtain the ambient temperature parameters, the ambient humidity information is processed to obtain the ambient humidity parameters, the test environment dust concentration information is processed to obtain the ambient dust concentration parameters, and the test environment wind force information is processed to obtain the ambient wind force evaluation parameters;

[0126] When the ambient temperature parameter is less than the preset value, the ambient humidity parameter is less than the preset value, the ambient dust concentration parameter is less than the preset value, and the ambient wind force evaluation parameter is less than the preset value, the environmental test is generated to pass;

[0127] When any one of the ambient temperature parameter is greater than or equal to the preset value, the ambient humidity parameter is greater than or equal to the preset value, the ambient dust concentration parameter is greater than or equal to the preset value, and the ambient wind force evaluation parameter is greater than or equal to the preset value occurs, the environmental test fails.

[0128] The process of obtaining the ambient temperature parameter is as follows: continuously collecting at least m ambient temperature information, collecting the difference between the m ambient temperature information in chronological order, obtaining multiple temperature differences, extracting the number of times the temperature difference is greater than a preset value, and obtaining the ambient temperature parameter;

[0129] The process of obtaining the environmental humidity parameter is as follows: continuously collecting environmental humidity information at least m times, calculating the average of the m times of humidity information, and obtaining the environmental humidity parameter;

[0130] The process of obtaining the environmental wind force evaluation parameter is as follows: extracting the collected test environment wind force information, continuously collecting m times of environmental wind force information, extracting the number of winds greater than a preset value a1 and the number of winds less than a preset value a2 in the m times of environmental wind force information, and calculating the sum of the number of winds greater than the preset value a1 and the number of winds less than the preset value a2 to obtain the environmental wind force evaluation parameter;

[0131] m≥10, a1>a2;

[0132] The above process settings can ensure the consistency of the test environment;

[0133] Temperature control: By continuously collecting ambient temperature information and calculating the temperature difference, the temperature stability of the test environment can be accurately evaluated.

[0134] Ensuring that the test environment temperature is within the preset range will help avoid the impact of temperature fluctuations on the performance evaluation of new energy battery cooling devices.

[0135] Humidity Management: By calculating the mean of the ambient humidity information, the overall humidity level of the test environment can be understood.

[0136] A suitable humidity environment helps maintain stable performance of the heat dissipation device and battery, and prevents performance degradation caused by excessively high or low humidity.

[0137] Improve the accuracy of evaluation results;

[0138] Dust concentration monitoring: Dust concentration is one of the important factors affecting the performance of heat dissipation devices.

[0139] By monitoring the ambient dust concentration, the impact of dust on the heat dissipation device and battery can be discovered and controlled in a timely manner to ensure the accuracy of the evaluation results.

[0140] Wind force assessment: The wind force directly affects the heat dissipation effect of the heat dissipation device.

[0141] By continuously collecting wind force information and calculating the number of times greater than or less than a preset value, the wind conditions in the test environment can be fully evaluated to ensure that the evaluation results can truly reflect the performance of the heat dissipation device in actual use.

[0142] Environmental adaptability: By conducting tests under different environmental conditions, we can understand the performance of the cooling device in different environments.

[0143] This helps optimize the design of the heat sink, improve its environmental adaptability, and ensure stable heat dissipation under various environmental conditions.

[0144] Performance improvement: Based on the evaluation results, targeted improvements and optimizations can be made to the heat dissipation device.

[0145] For example, in high temperature, high humidity or high dust environments, measures such as strengthening heat dissipation, improving sealing or adding dust prevention measures can be taken to improve the performance and stability of the heat dissipation device.

[0146] Automated evaluation: The above evaluation process adopts the method of automated data collection and processing, which can greatly improve the evaluation efficiency.

[0147] This helps reduce evaluation costs and time and improves the efficiency and accuracy of evaluation work.

[0148] Real-time feedback: By real-time monitoring and evaluation of test environment information, abnormal situations in the evaluation process can be discovered in time.

[0149] This helps to adjust the evaluation plan or take remedial measures in a timely manner to ensure the smooth progress of the evaluation work.

[0150] In summary, the specific process of obtaining the above environmental evaluation information has many benefits in the evaluation process of the heat dissipation device of new energy batteries. It not only helps to ensure the consistency of the test environment and improve the accuracy of the evaluation results, but also optimizes the design of the heat dissipation device and reduces the evaluation cost and time. This is of great significance to promoting the development and application of new energy battery technology.

[0151] The acquisition process of the test warning information is as follows: extracting the acquired image information during the test process, the image information during the test process is the infrared image information of the new energy battery heat dissipation device collected by the infrared image acquisition device, analyzing the infrared image information, and recording the change speed from shallow to deep during the change of the infrared image information. When the change speed is greater than a preset value, the test warning information is generated;

[0152] When there is an area in the infrared image information where the color depth is greater than the preset value, a test warning message is generated;

[0153] The heat dissipation effect can be monitored in real time through the above process, and the temperature distribution and changes of the new energy battery heat dissipation device can be monitored in real time through the infrared image acquisition device.

[0154] When the temperature change rate from light to dark in the infrared image information exceeds the preset value, the system can quickly generate a test warning message to indicate that there may be an abnormality in the cooling device.

[0155] Precise positioning: Infrared imaging information can clearly display the temperature gradient on the surface of the heat sink, helping technicians quickly locate overheating areas.

[0156] This helps to detect and address potential thermal issues before they become more serious.

[0157] Safety hazards are prevented. When there is an area in the infrared image information with a color depth greater than a preset value, it indicates that the temperature in the area is too high, which may cause safety hazards.

[0158] By generating test warning information, the system can promptly remind operators to take measures to reduce the temperature, thereby preventing safety accidents.

[0159] By performing multiple tests and collecting test warning information, technicians can analyze the performance of the cooling device under different working conditions.

[0160] This helps to discover deficiencies in the heat dissipation device design and provide data support for subsequent improvements and optimizations.

[0161] The process of obtaining the comprehensive evaluation information of the heat dissipation device is as follows:

[0162] When the heat dissipation device is a water-cooled heat dissipation device, the collected real-time test information is extracted, and the real-time test information includes the maximum temperature of the new energy battery when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1, the sound volume of the water pump operation and the power consumption of the heat dissipation device per unit temperature reduction;

[0163] When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the sound of the water pump is lower than the preset value, and the power consumption of the heat dissipation device per unit of cooling is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the heat dissipation device is evaluated as excellent.

[0164] When the maximum temperature of the new energy battery when the heat dissipation device is running at full power is less than the preset value, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is less than the preset value, the sound volume of the water pump is less than the preset value, and the power consumption per unit of cooling of the heat dissipation device is less than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device is that the evaluation of the heat dissipation device is general;

[0165] When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the sound of the water pump is lower than the preset value, and the power consumption of the heat dissipation device per unit temperature reduction is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the evaluation of the heat dissipation device is poor.

[0166] When the heat dissipation device is an air-cooled heat dissipation device, the collected real-time test information is extracted, and the real-time test information includes the maximum temperature of the new energy battery when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1, the sound volume of the fan operation, and the power consumption of the heat dissipation device per unit temperature reduction;

[0167] When the maximum temperature of the new energy battery is lower than a preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to a preset temperature f2 after the battery reaches the preset temperature f1 is lower than a preset value, the fan operation sound is lower than a preset value, and the power consumption per unit of cooling of the heat dissipation device is lower than a preset value, the heat dissipation device comprehensive evaluation information is generated, and the content of the heat dissipation device comprehensive evaluation information is that the heat dissipation device has an excellent evaluation;

[0168] When the maximum temperature of the new energy battery when the heat dissipation device is running at full power is less than a preset value, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is less than a preset value, the fan operation sound is less than a preset value, and the power consumption per unit of cooling of the heat dissipation device is less than a preset value, any three of the following occur simultaneously, the heat dissipation device comprehensive evaluation information is generated, and the content of the heat dissipation device comprehensive evaluation information at this time is that the heat dissipation device evaluation is general;

[0169] When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the fan operation sound is lower than the preset value, and the power consumption per unit of cooling of the heat dissipation device is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the evaluation of the heat dissipation device is poor.

[0170] The above process unifies the evaluation standards: This process sets unified evaluation standards and indicators for different types of cooling devices (water cooling and air cooling), including maximum temperature, cooling time, operating sound and unit cooling power consumption, etc., to ensure the fairness and objectivity of the evaluation.

[0171] Clarify the evaluation level: By setting different evaluation result levels (excellent, average, poor), the performance level of the heat dissipation device can be intuitively reflected, providing a clear direction for subsequent improvement and optimization.

[0172] Comprehensive evaluation of heat dissipation performance, multi-dimensional considerations: The evaluation process covers multiple key performance indicators of the heat dissipation device when running at full power, and can comprehensively evaluate its heat dissipation performance, noise control and energy efficiency.

[0173] Actual working condition simulation: By simulating the operation of the heat dissipation device after the battery reaches the preset temperature, the performance of the heat dissipation device under actual working conditions can be more realistically reflected.

[0174] Optimize heat sink design and identify performance bottlenecks: During the evaluation process, if one or several indicators fail to reach the preset value, it can be regarded as the performance bottleneck of the heat sink. This helps technicians to optimize the design of the heat sink in a targeted manner and improve its performance.

[0175] Design improvement guidance: Based on the evaluation results, technicians can adjust the heat dissipation device's material, structure, fan or water pump selection, etc. to improve its heat dissipation efficiency and reduce noise and energy consumption.

[0176] Improve the stability of new energy battery systems and ensure heat dissipation performance: Through comprehensive evaluation, it can be ensured that the heat dissipation device has sufficient heat dissipation performance, thereby ensuring the stable operation of the new energy battery system in a high temperature environment.

[0177] Extend battery life: Good performance of the heat dissipation device helps to reduce the operating temperature of new energy batteries, extend the battery life, and improve the reliability and durability of the entire system.

[0178] In addition, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. In the description of the present invention, the meaning of "plurality" is at least two, such as two, three, etc., unless otherwise clearly and specifically defined.

[0179] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, without contradiction.

[0180] Although the embodiments of the present invention have been shown and described above, it is to be understood that the above embodiments are exemplary and are not to be construed as limitations of the present invention. A person skilled in the art may change, modify, replace and vary the above embodiments within the scope of the present invention.

Claims

1. An intelligent evaluation system for a new energy battery heat dissipation device, characterized in that: It includes a battery information acquisition module, a heat dissipation device acquisition module, a test acquisition module, an environmental information acquisition module, an image information acquisition module, a data processing module and an information sending module; The battery information collection module is used to collect new energy battery information; The heat sink collection module is used to collect heat sink information; The environment information collection module is used to collect test environment information; The image information acquisition module is used to acquire image information during the test process; The data processing module is used to process the battery information and obtain the battery evaluation information, the battery evaluation information including whether the battery test passed or failed; The data processing module processes the heat sink information to obtain heat sink installation evaluation information, where the heat sink installation evaluation information includes whether the device installation test passed or failed. The data processing module processes the test environment information to obtain environment evaluation information, where the environment evaluation information includes whether the environment test passed or failed. The new energy battery cooling device is tested when the battery test, the device installation test and the environmental test are passed. The test collection module collects the test information of the new energy battery cooling device at this time to obtain real-time test information. The data processing module processes the real-time test information to obtain comprehensive evaluation information of the heat dissipation device; The data processing module processes the image information during the test and obtains the test warning information; The information sending module is used to send the comprehensive evaluation information of the heat dissipation device and the test warning information to a preset receiving terminal after the comprehensive evaluation information of the heat dissipation device and the test warning information are generated; The specific process of obtaining the battery evaluation information is as follows: extracting new energy battery information, which includes battery image information, battery production date information, battery real-time power information, battery standard power information and battery discharge fluctuation amplitude information; Process the battery image information, compare the battery image information with the standard battery image, and obtain the real-time battery appearance similarity information; The real-time power information of the battery and the standard power information of the battery are processed, and the difference between the standard power information of the battery and the real-time power information of the battery is calculated and processed to obtain the power difference; Processing the discharge fluctuation amplitude information of the battery, extracting the number of times the discharge fluctuation amplitude information of the battery is greater than a preset fluctuation amplitude difference; When the test battery is a single battery, if the real-time battery appearance similarity information is greater than a preset value, the power difference is less than a preset value, and the number of times the difference in fluctuation amplitude is greater than a preset value is less than a preset value, the battery test is generated to be passed; When the similarity information of the real-time battery appearance is less than the preset value, the power difference is greater than the preset value, and the number of times the difference in fluctuation amplitude is greater than the preset value occurs, the battery test fails. The process of obtaining the heat dissipation device installation evaluation information is as follows: Extracting the collected heat sink installation information, the heat sink installation information includes the heat sink production date, installation location information and connection tightness; The process of obtaining the installation position information is as follows: collecting image information of the heat sink after installation, extracting the label position information on the heat sink from the image information after installation, and obtaining the real-time label position information; Then, the real-time tag position information is compared with the preset tag standard position, and the number of position deviations greater than the preset value is extracted, that is, the installation position information is obtained; The connection tightness is the connection tightness between the heat dissipation surface of the heat dissipation device and the heat dissipation surface required by the battery; When the tested heat dissipation device is single, the installation position information is less than the preset value and the connection tightness is greater than the preset value, the device installation test is passed; When the installation position information is greater than the preset value or the connection tightness is less than the preset value, the installation test of the generating device fails; The specific process of obtaining the environmental assessment information is as follows: Extract the collected test environment information, including test environment temperature information, test environment humidity information, test environment dust concentration information and test environment wind force information; The ambient temperature information is processed to obtain the ambient temperature parameters, the ambient humidity information is processed to obtain the ambient humidity parameters, the test environment dust concentration information is processed to obtain the ambient dust concentration parameters, and the test environment wind force information is processed to obtain the ambient wind force evaluation parameters; When the ambient temperature parameter is less than the preset value, the ambient humidity parameter is less than the preset value, the ambient dust concentration parameter is less than the preset value, and the ambient wind force evaluation parameter is less than the preset value, the environmental test is generated to pass; When any one of the following occurs: the ambient temperature parameter is greater than or equal to the preset value, the ambient humidity parameter is greater than or equal to the preset value, the ambient dust concentration parameter is greater than or equal to the preset value, and the ambient wind force evaluation parameter is greater than or equal to the preset value, the generated environmental test fails; The acquisition process of the test warning information is as follows: extracting the acquired image information during the test process, the image information during the test process is the infrared image information of the new energy battery heat dissipation device acquired by the infrared image acquisition device, analyzing the infrared image information, and recording the change speed from shallow to deep during the change of the infrared image information. When the change speed is greater than a preset value, the test warning information is generated; When there is an area in the infrared image information where the color depth is greater than the preset value, a test warning message is generated; The process of obtaining the comprehensive evaluation information of the heat dissipation device is as follows: When the heat dissipation device is a water-cooled heat dissipation device, the collected real-time test information is extracted, and the real-time test information includes the maximum temperature of the new energy battery when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1, the sound volume of the water pump operation and the power consumption of the heat dissipation device per unit temperature reduction; When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the sound of the water pump is lower than the preset value, and the power consumption of the heat dissipation device per unit of cooling is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the heat dissipation device is evaluated as excellent. When the maximum temperature of the new energy battery when the heat dissipation device is running at full power is less than the preset value, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is less than the preset value, the sound volume of the water pump is less than the preset value, and the power consumption per unit of cooling of the heat dissipation device is less than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device is that the evaluation of the heat dissipation device is general; When the maximum temperature of the new energy battery is lower than the preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the sound of the water pump is lower than the preset value, and the power consumption of the heat dissipation device per unit temperature reduction is lower than the preset value, the comprehensive evaluation information of the heat dissipation device is generated. At this time, the comprehensive evaluation information of the heat dissipation device indicates that the evaluation of the heat dissipation device is poor. When the heat dissipation device is an air-cooled heat dissipation device, the collected real-time test information is extracted, and the real-time test information includes the maximum temperature of the new energy battery when the heat dissipation device is running at full power, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1, the sound volume of the fan operation, and the power consumption of the heat dissipation device per unit temperature reduction; When the maximum temperature of the new energy battery is lower than a preset value when the heat dissipation device is running at full power, the time taken by the heat dissipation device to lower the battery to a preset temperature f2 after the battery reaches the preset temperature f1 is lower than a preset value, the fan operation sound is lower than a preset value, and the power consumption per unit of cooling of the heat dissipation device is lower than a preset value, the heat dissipation device comprehensive evaluation information is generated, and the content of the heat dissipation device comprehensive evaluation information is that the heat dissipation device has an excellent evaluation; When the maximum temperature of the new energy battery when the heat dissipation device is running at full power is less than a preset value, the time taken by the heat dissipation device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is less than a preset value, the fan operation sound is less than a preset value, and the power consumption per unit of cooling of the heat dissipation device is less than a preset value, any three of the following occur simultaneously, the heat dissipation device comprehensive evaluation information is generated, and the content of the heat dissipation device comprehensive evaluation information at this time is that the heat dissipation device evaluation is general; When the maximum temperature of the new energy battery is lower than the preset value when the cooling device is running at full power, the time taken by the cooling device to reduce the battery to the preset temperature f2 after the battery reaches the preset temperature f1 is lower than the preset value, the fan running sound is lower than the preset value and the unit cooling power consumption of the cooling device is lower than the preset value, any two of the following occur at the same time, the comprehensive evaluation information of the cooling device is generated. At this time, the content of the comprehensive evaluation information of the cooling device is that the cooling device evaluation is poor.

2. According to claim 1, the intelligent evaluation system for a new energy battery heat dissipation device is characterized in that: When the test battery is a plurality of batteries, the battery production date information of each battery is extracted, the production date difference between the batteries is calculated, and a plurality of production date differences are obtained; When the differences between multiple production dates are all less than the preset value, the real-time battery appearance similarity information is greater than the preset value, and the number of times that the power difference is less than the preset value and the fluctuation amplitude difference is greater than the preset value is less than the preset value, the battery test is generated to be passed; When any one of the multiple production date differences is greater than a preset value, the real-time battery appearance similarity information is less than a preset value, or the power difference is greater than a preset value and the number of times the fluctuation amplitude difference is greater than a preset value is greater than a preset value, a battery test failure is generated.

3. The intelligent evaluation system for a new energy battery heat dissipation device according to claim 1 is characterized in that: When there are multiple heat sinks to be tested, the production dates of the heat sinks are extracted, and the differences between the production dates of the heat sinks are calculated to obtain the device date differences; When the device date difference is less than the preset value, the installation location information is less than the preset value, and the connection tightness is greater than the preset value, the device installation test is passed; When any one of the following occurs: the device date difference is greater than a preset value, the installation location information is greater than a preset value, or the connection tightness is less than a preset value, the device installation test fails.

4. The intelligent evaluation system for a new energy battery heat dissipation device according to claim 1 is characterized in that: The process of obtaining the ambient temperature parameter is as follows: continuously collecting at least m ambient temperature information, collecting the difference between the m ambient temperature information in chronological order, obtaining multiple temperature differences, extracting the number of times the temperature difference is greater than a preset value, and obtaining the ambient temperature parameter; The process of obtaining the environmental humidity parameter is as follows: continuously collecting environmental humidity information at least m times, calculating the average of the m times of humidity information, and obtaining the environmental humidity parameter; The process of acquiring the environmental wind force evaluation parameters is as follows: extract the collected test environment wind force information, continuously collect the environmental wind force information m times, extract the number of winds greater than the preset value a1 and the number of winds less than the preset value a2 in the m times of environmental wind force information, calculate the sum of the number of winds greater than the preset value a1 and the number of winds less than the preset value a2 to obtain the environmental wind evaluation parameters.

Citation Information

Patent Citations

  • Vehicle-mounted shelter CT power management system based on big data

    CN116094161A

  • Intelligent heat dissipation system of photovoltaic inverter

    CN116801596A

  • Battery pack stability detection method and system for new energy automobile

    CN117907861A

  • Safety protection system of distributed energy storage equipment

    CN117911005A