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...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on smart grid Ročník 13; číslo 1; s. 213 - 226
Hlavní autoři:	Li, Zhengmao, Wu, Lei, Xu, Yan, Moazeni, Somayeh, Tang, Zao
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!