Fault detection method for power telecontrol system

By building a fault detection model and sensor equipment based on machine learning algorithms, real-time fault detection of the electric power telecontrol system is achieved, which solves the problem of low efficiency of traditional methods and improves the accuracy of fault detection and system stability.

CN120594966APending Publication Date: 2025-09-05HANDAN IRON & STEEL GROUP CO LTD +1
0 Cites 0 Cited by

Patent Information

Application Number
CN202510541068.9
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-04-28
Publication Date
2025-09-05

AI Technical Summary

Technical Problem

Traditional power telecontrol system fault detection methods are inefficient and have difficulty in detecting potential faults in a timely manner. They cannot meet the high accuracy and real-time requirements of modern power systems and are prone to causing power accidents.

Method used

Build a fault detection model based on machine learning algorithms, combine sensors and data acquisition equipment to achieve real-time data collection, preprocessing, fault feature extraction, identification and classification, positioning and notification, and use support vector machines, decision trees and other algorithms for fault identification and processing.

Benefits of technology

It achieves rapid and accurate detection of power telecontrol system faults, improves fault detection efficiency and accuracy, enhances the stability and reliability of the power system, has flexibility and scalability, and supports customized optimization.

✦ Generated by Eureka AI based on patent content.
Patent Text Reader

Abstract

The invention relates to a fault detection method for an electric power telecontrol system, and belongs to the technical field of electric power system production methods. According to the technical scheme, the method comprises the following steps: constructing a fault detection model based on a machine learning algorithm, deploying sensors and data acquisition equipment at key parts of an electric power telecontrol system, and acquiring system operation data in real time; the collected data is sequentially subjected to data preprocessing, fault feature extraction, fault identification and classification, fault positioning and fault notification and processing. The method has the beneficial effects that various faults in the power telecontrol system can be quickly and accurately detected, the efficiency and precision of fault detection are remarkably improved, the stability and reliability of the power system are effectively enhanced, meanwhile, good flexibility and expandability are achieved, and powerful technical support is provided for safe and stable operation of the power system.
Need to check novelty before this filing date? Find Prior Art