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Enhanced Denoising Autoencoder-aided Bad Data Filtering for Synchrophasor-based State Estimation

Guanyu Tian Yingzhong Gu Zhe Yu Qibing Zhang Di Shi Qun Zhou Zhiwei Wang

中国电机工程学会电力与能源系统学报（英文版）2022，Vol.8Issue(2)：640-651,12.
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中国电机工程学会电力与能源系统学报（英文版）2022，Vol.8Issue(2)：640-651,12.DOI:10.17775/CSEEJPES.2020.06270

Enhanced Denoising Autoencoder-aided Bad Data Filtering for Synchrophasor-based State Estimation

Enhanced Denoising Autoencoder-aided Bad Data Filtering for Synchrophasor-based State Estimation

Guanyu Tian 1Yingzhong Gu 2Zhe Yu 1Qibing Zhang 1Di Shi 3Qun Zhou 1Zhiwei Wang2

作者信息

  • 1. GEIRI North America,San Jose,CA 95134 USA
  • 2. Department of Electrical and Computer Engineering,University of Central Florida,Orlando,FL 32816 USA
  • 3. Grid Dispatch Center,State Grid Jiangsu Electric Power Company Ltd.,Nanjing 210024,China
  • 折叠

摘要

关键词

Autoencoder/bad data processing/linear state estimation/PMU

Key words

Autoencoder/bad data processing/linear state estimation/PMU

引用本文复制引用

Guanyu Tian,Yingzhong Gu,Zhe Yu,Qibing Zhang,Di Shi,Qun Zhou,Zhiwei Wang..Enhanced Denoising Autoencoder-aided Bad Data Filtering for Synchrophasor-based State Estimation[J].中国电机工程学会电力与能源系统学报（英文版）,2022,8(2):640-651,12.

基金项目

This work was supported by SGCC Science and Technology Program under project"AI-based oscillation detection and control"(SGJS0000DKJS1801231). （SGJS0000DKJS1801231）

中国电机工程学会电力与能源系统学报（英文版）

OACSCDCSTPCDEISCI

2096-0042

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