公开(公告)号：US20210256400A1

公开(公告)日：2021-08-19

申请号：US16902753

申请日：2020-06-16

Applicant: CYBER POWER SYSTEMS, INC.

Inventor： YUNG-HSIANG LIN ,  CHIA-MIN YEH

IPC: G06N5/04 ,  G06N20/00 ,  G01R31/40 ,  H04L12/18 ,  G08B7/06 ,  G08B21/18

Abstract: 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.

公开(公告)号：US20230385399A1

公开(公告)日：2023-11-30

申请号：US17890680

申请日：2022-08-18

Applicant: CYBER POWER SYSTEMS, INC.

Inventor： YUNG-HSIANG LIN ,  STEVEN LIN

IPC: G06F21/43 ,  G06F21/45 ,  G06F21/81

CPC classification number: G06F21/43 ,  G06F21/45 ,  G06F21/81 ,  G06F2221/2133

Abstract: A cloud server and an operation method thereof are provided. The cloud server is communicatively connected to at least one electronic device and at least one power device. The cloud server is used for determining whether an event occurs on any of the power devices, and determining whether a warning needs to be issued in response to the event. When both are determined to be yes, the cloud server pushes an alert message, generates a security key and a security lock, and transmits the security lock to the electronic devices associated with the event. Only when receiving a confirmation message in response to the alert message within a valid unlock time, the cloud server transmits the security key to the electronic devices associated with the event, so that the electronic devices associated with the event start to perform a corresponding operation after unlocking.