Physics-Informed, Safety and Stability Certified Neural Control for Uncertain Networked Microgrids

This letter devises a physics-informed neural hierarchical control for uncertain networked microgrids (NMs) to provide certificated safe and stable control of NMs undergoing disturbances and uncertain perturbations. The main contributions include 1) a learning-based hierarchical control framework fo...

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Bibliographic Details

Published in:	IEEE transactions on smart grid Vol. 15; no. 1; p. 1
Main Authors:	Wang, Lizhi, Zhang, Songyuan, Zhou, Yifan, Fan, Chuchu, Zhang, Peng, Shamash, Yacov A.
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01-01-2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	certified control Distributed generation Learning learning-based control microgrid stability Microgrids Networked microgrids Power system stability Robust control Safety Stability criteria Training Uncertainty
Online Access:	Get full text
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