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intelligent charging field management system based on a CNN convolutional neural network

A convolutional neural network, intelligent management system technology, applied in coin-operated equipment for rental items, data processing applications, processing coins or valuable banknotes, etc., to achieve good robustness, convenient for effective monitoring management, identification high rate effect

Inactive Publication Date: 2019-06-11
中智沃达(北京)电力科技有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, there is no effective monitoring and management of the charging field, so it is very necessary to design an intelligent management system for the charging field that is convenient for monitoring the nozzle of the charging field

Method used

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  • intelligent charging field management system based on a CNN convolutional neural network
  • intelligent charging field management system based on a CNN convolutional neural network
  • intelligent charging field management system based on a CNN convolutional neural network

Examples

Experimental program
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Embodiment

[0079] Embodiment: based on the intelligent management system of the charging field of CNN convolutional neural network, see Figure 1-Figure 11 As shown, it includes a micro control unit 1, an RS232-RS485 circuit 6, a communication module 27, a charging field management platform 28, a charging machine 24 that can charge new energy vehicles in the charging field 25, and a camera 22 that is arranged in the charging field; RS232 -The RS485 circuit, communication module, the control terminal of the charger and the control terminal of the camera are respectively connected with the micro control unit; the micro control unit communicates with the charging field management platform through the communication module; The CNN convolutional neural network module 29 for processing the pictures taken by the camera;

[0080] Each charging parking space in the charging field is independently provided with a charging parking plate 26 for new energy vehicles to park on it for charging; a plate...

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Abstract

The invention discloses a charging field intelligent management system based on a CNN convolutional neural network. The invention relates to the technical field of electric field monitoring and management, and provides convenience for effective monitoring and management of a charging field. The system comprises a micro-control unit, a communication module, a charging field management platform, a charger which is arranged in a charging field and can charge a new energy vehicle, and a camera which is arranged in the charging field. The communication module, the control end of the charger and thecontrol end of the camera are respectively connected with the micro-control unit; The micro-control unit is in communication connection with the charging field management platform through the communication module; The charging field management platform is provided with a CNN convolutional neural network module capable of processing pictures shot by the camera; A charging parking plate for allowing the new energy vehicle to park on the charging parking space for charging is independently arranged at each charging parking space of the charging field; A plate pressure sensor is arranged below each charging parking plate, and each plate pressure sensor is independently bound with a plate address encoder.

Description

technical field [0001] The invention relates to the technical field of charging field monitoring and management, in particular to an intelligent charging field management system based on a CNN convolutional neural network. Background technique [0002] In recent years, new energy vehicles have developed rapidly, and new energy vehicles need to be charged in the charging field during use. Therefore, monitoring and management of charging fields has become an important part of the development of new energy vehicles. At present, there is no effective monitoring and management of the charging field, so it is very necessary to design an intelligent management system for the charging field that is convenient for monitoring the nozzle of the charging field. Contents of the invention [0003] The invention is to solve the above-mentioned shortcomings existing in the existing charging field, and provide an intelligent management system for the charging field based on CNN convolution...

Claims

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Application Information

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IPC IPC(8): G06Q20/24G06Q30/06G06Q50/06G07F15/00G06K9/46G06K9/62G01L1/00
Inventor 牛海岩
Owner 中智沃达(北京)电力科技有限公司
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