Multi-Stage Real-Time Operation of a Multi-Energy Microgrid With Electrical and Thermal Energy Storage Assets: A Data-Driven MPC-ADP Approach

This paper studies the multi-stage real-time stochastic operation of grid-tied multi-energy microgrids (MEMGs) via the hybrid model predictive control (MPC) and approximate dynamic programming (ADP) approach. In the MEMG, practical power and thermal network constraints, heterogeneous energy storage...

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Bibliographic Details
Published in:	IEEE transactions on smart grid Vol. 13; no. 1; pp. 213 - 226
Main Authors:	Li, Zhengmao, Wu, Lei, Xu, Yan, Moazeni, Somayeh, Tang, Zao
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Active-reactive power Costs Distributed generation Dynamic programming Electrical loads Energy storage heterogeneous energy storage Hybrid model predictive control-approximate dynamic programming Linear functions Microgrids multi-energy microgrid Predictive control Real time operation Real-time systems Renewable energy sources stochastic operation Stochastic processes Thermal energy Uncertainty
ISSN:	1949-3053, 1949-3061
Online Access:	Get full text
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