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POWER DEVICE WITH SELF-HEALTH STATUS PREDICTION FUNCTION AND SELF-HEALTH STATUS PREDICTION METHOD THEREOF AND CLOUD SERVER SUITABLE FOR A PLURALITY OF POWER DEVICES
POWER DEVICE WITH SELF-HEALTH STATUS PREDICTION FUNCTION AND SELF-HEALTH STATUS PREDICTION METHOD THEREOF AND CLOUD SERVER SUITABLE FOR A PLURALITY OF POWER DEVICES
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机译:具有自我健康状态预测功能的功率设备及其自我健康状态预测方法和适用于多个功率设备的云服务器
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摘要
A power device with self-health status prediction function and a self-health status prediction method thereof and a cloud server suitable for a plurality of power devices are provided. The power device is configured to obtain a health index prediction model and a health prediction index threshold of the power device from the cloud server through a communication module thereof, and is configured to put a plurality of obtained sensing data and basic information of the power device into the health index prediction model to obtain a health prediction index. The power device is also configured to obtain a health status prediction data of the power device according to a comparison result between the health prediction index and the health prediction index threshold, so as to perform a follow-up process. Wherein the health index prediction model is constructed and trained by the cloud server by way of machine learning.
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