In order to timely detect and address potential energy consumption issues in high-frequency circuits,a meth-od for automatic monitoring of the operating status of high-frequency circuits for low energy ships is proposed.Deploy tem-perature,current,and voltage sensors at critical locations in the high-frequency circuit system to obtain real-time operational status data of high-frequency circuits used in ships.Collect analog signals output by various sensors and convert them into digital signals.Use wireless communication technology to transmit the digital signals to the data processing center,and use a bidirectional LSTM network to construct an automatic monitoring model for the operation status of high-frequency circuits in low-energy ships.The collected data is used as model input to monitor the operation status of high-frequency circuits.The experimental results show that after optimizing the routing algorithm,the energy consumption of information transmission decreases by about 50％,and the overall accuracy of monitoring results reaches 96％.
关键词
低能耗/高频电路/运行状态监测/ZigBee树路由算法/双向LSTM网络
Key words
low energy consumption/high frequency circuit/operation status monitoring/ZigBee tree routing al-gorithm/bidirectional LSTM network
维普
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