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电磁继电器的剩余使用寿命预测方法综述

马东坤 王召斌 何天洋

电器与能效管理技术Issue(7):1-8,49,9.
电器与能效管理技术Issue(7):1-8,49,9.DOI:10.16628/j.cnki.2095-8188.2024.07.001

电磁继电器的剩余使用寿命预测方法综述

A Comprehensive Review of Electromagnetic Relay Remaining Useful Life Prediction Methods

马东坤 1王召斌 1何天洋1

作者信息

  • 1. 江苏科技大学自动化学院,江苏镇江 212003
  • 折叠

摘要

Abstract

This comprehensive review focuses on the technological advancements in predicting the remaining useful life(RUL)of electromagnetic relays,offering an insightful overview of the current research landscape.The existing methodologies for predicting the RUL of electromagnetic relays are systematically organized and contrasted.The application status and efficacy of various prediction techniques is delved into,including grey system models,statistical analysis,and neural networks.By examining recent scholarly articles,the review highlights the strengths and limitations of these diverse methods,emphasizing their role in enhancing the reliability of power systems.While each approach contributes to some extent in predicting the RUL of electromagnetic relays,significant variations persist in terms of accuracy,applicability,and user-friendliness.The future research direction is pointed that the hybrid models integrated multiple prediction technologies and the practical prediction systems incorporated real-time monitoring data are developed to augment the precision and applicability of RUL predictions.

关键词

电磁继电器/剩余使用寿命预测/灰色系统模型/统计分析/神经网络

Key words

electromagnetic relays/remaining useful life prediction/grey system model/statistical analysis/neural network

分类

信息技术与安全科学

引用本文复制引用

马东坤,王召斌,何天洋..电磁继电器的剩余使用寿命预测方法综述[J].电器与能效管理技术,2024,(7):1-8,49,9.

基金项目

国家自然科基金资助项目(51507074) (51507074)

电器与能效管理技术

2095-8188

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