Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems

Integrating heating and electricity networks offers extra flexibility to the energy system operation while improving energy utilization efficiency. This paper proposes a data-driven joint distributionally robust chance-constrained (DRCC) operation model for multiple integrated electricity and heatin...

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Vydáno v:	IEEE transactions on sustainable energy Ročník 15; číslo 3; s. 1782 - 1798
Hlavní autoři:	Zhai, Junyi, Jiang, Yuning, Zhou, Ming, Shi, Yuanming, Chen, Wei, Jones, Colin N.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.07.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Alternating minimization algorithm Cogeneration Constraints data-driven Decision making distributed optimization Electricity Electricity supply industry Energy utilization Gas industry Heating systems integrated electricity and heating systems (IEHSs) Integrated energy systems joint distributionally robust chance-constrained optimized CVaR approximation (OCA) Pipelines Power system modeling Renewable energy Renewable energy sources Robustness Tightness Uncertainty
ISSN:	1949-3029, 1949-3037
On-line přístup:	Získat plný text
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