Research on Transformer Fault Prediction Based on GA-CNN-BiLSTM Algorithm

English Version Journal Login

您当前的位置：

首页 >

文章列表页 >

Big Data and Artificial Intelligence | 更新时间：2026-05-12

- Research on Transformer Fault Prediction Based on GA-CNN-BiLSTM Algorithm
- Rural Electrification Issue 4, Pages: 16-20(2026)
- 作者机构：
  
  1.山东服装职业学院机电系，山东泰安 271000
  2.华电电力科学研究院有限公司，浙江杭州 310030
- 作者简介：
- 基金信息：
- DOI：10.13882/j.cnki.ncdqh.2509A044
  CLC： [TM734;32400.14.ncdqh.2509A044
- Received：22 September 2025，
  
  Revised：2026-01-27，
  
  Published：10 April 2026
- 稿件说明：
移动端阅览
Yongwei ZHANG, Qiaobo PAN, Kai YANG, et al. Research on Transformer Fault Prediction Based on GA-CNN-BiLSTM Algorithm[J]. Rural Electrification, 2026, (4): 16-20.
DOI：

Yongwei ZHANG, Qiaobo PAN, Kai YANG, et al. Research on Transformer Fault Prediction Based on GA-CNN-BiLSTM Algorithm[J]. Rural Electrification, 2026, (4): 16-20. DOI： 10.13882/j.cnki.ncdqh.2509A044.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Exploration of Transmission Line Fault Prediction Methods Based on Deep Learning

Research on Fault Detection Method for Distribution Lines Based on Deep Learning

Research on Relay Protection Fault Diagnosis and Adaptive Setting Based on Deep Learning

Analysis of Relay Protection for Distribution Networks in Small Resistance Grounded Substations

Development and Application of Transformer Residual Heat Recovery and Utilization System

Related Author

Jiexuan RU

Xu HU

Zhengxuan LIU

Xueying MEI

Nian TONG

Zhikun WU

Wei XIAO

Shentong MA

Related Institution

Beijing Bowang Huake Science and Technology Co., Ltd., Beijing Fengtai

State Grid Shanghai Urban Electic Power Supply Company, Shanghai Hongkou

Gansu Electric Power Investment Jinchang Power Generation Co., Ltd.

Xuzhou Power Supply Branch of State Grid Jiangsu Electric Power Co., LTD

State Grid Zhejiang Huzhou Power Supply Company

AI导读

AI问答

⁰