Uninterruptible power supply host operation parameter data processing method and device and electronic device

• Main Authors: LIAO ZHIWEI, HE LIANG, ZENG NIANYIN, LIN QINGLEI, ZHANG HUASHAN, ZHANG KEGE, LEI CONG
• Format: Patent
• Language: Chinese; English
• Published: 02.03.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The embodiment of the invention discloses an uninterruptible power supply host operation parameter data processing method and device and an electronic device. The method is applied to the technical field of uninterruptible power supplies and comprises the steps of collecting and storing real-time data of operation parameters of a UPS host in a preset database, obtaining historical data of UPS hostoperation from the database, and storing the historical data of UPS host operation in the database; obtaining the operation characteristics of the UPS host according to the real-time data and historical data of the operation parameters, designing indirect data characteristic parameters according to the operation characteristics, inputting the data of each continuous time operation parameter intothe model as an input quantity for training, and outputting a prediction value of the residual service life of the UPS host. According to the invention, the prediction performance of the deep separable convolutional network mo