10kV distribution line three-phase infrared temperature measurement monitoring device based on bp neural network

The invention discloses a 10kV distribution line three-phase infrared temperature measurement monitoring device based on a bp neural network, and the device comprises the steps: debugging a system, carrying out the detection of an infrared sensor through a serial port debugging tool, returning data,...

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Hauptverfasser: XUE FENG, GUO MENGZHEN, ZHANG JIANMIN, CAO HAO, LEE JONG-YOUNG, SUN PENGYUE, WANG YUNTAO, LYU ZHONGYUAN, SHI XIUDE, WANG MINGJUN, GONG XIN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a 10kV distribution line three-phase infrared temperature measurement monitoring device based on a bp neural network, and the device comprises the steps: debugging a system, carrying out the detection of an infrared sensor through a serial port debugging tool, returning data, checking the accuracy of the data of the infrared sensor through an online conversion program and an onenet platform according to the serial port debugging data, and carrying out the detection of the infrared sensor after the verification is passed. Temperature data and environment temperature data of the three-phase line of the distribution line are collected through the infrared sensor passing the accuracy check; establishing an bp neural network and training the bp neural network through the collected temperature data of the three-phase line of the distribution line and the environment temperature data to obtain the trained bp neural network; and inputting the temperature data of the three-phase line of the dis