November 2023

Conference Paper

A Review on Artificial Intelligence for Grid Stability Assessment

By:
You, Shutang ; Zhao, Yinfeng; Mandich, Mirka; CUI, YI; Li, Hongyu; Xiao, Huangqing ; Fabus, Summer F; Su, Yu; Liu, Yilu ; Yuan, Haoyu; Jiang, Huaiguang; Tan, Jin; Zhang, Yingchen
Page Number:
1-6
Issue Number:
99
Book Title:
2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
Publication Date:
November 9, 2023
Publisher Location:
IEEE, District of Columbia, United States of America
Conference Name:
2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
Conference Location:
Tempe, Arizona, United States of America
Conference Sponsor:
IEEE
View DOI Listing:
https://doi.org/10.1109/SmartGridComm47815.2020.9302990

Abstract

Artificial intelligence provides a convenient route for power grid stability assessment. Compared with simulation-based approaches, artificial intelligence can potentially save time on model development and numerical computation in stability assessment. This paper first reviewed existing literature on using artificial intelligence for power grid stability assessment. Then a machine-leaning-based tool is presented and developed to assess power grid transient stability, frequency stability, and small signals stability. Test results verified the accuracy and effectiveness of the AI tool for power grid stability assessment.


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