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Article: Hidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems

TitleHidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems
Authors
KeywordsConvergence
Costs
Distributed control
energy systems
Generators
Mathematical models
optimal energy flow
Pipelines
Power transmission lines
quadratic programming
semi-definite programming
Vectors
Issue Date15-Jul-2024
PublisherInstitute of Electrical and Electronics Engineers
Citation
IEEE Control Systems Letters, 2024, v. 8, p. 2051-2056 How to Cite?
AbstractThis letter proposes a hidden convexitybased method to address distributed optimal energy flow (OEF) problems for transmission-level integrated electricity-gas systems. First, we develop a node-wise decoupling method to decompose an OEF problem into multiple OEF subproblems. Then, we propose a hidden convexity-based method to equivalently reformulate nonconvex OEF sub-problems as semi-definite programs. This method differs from any approximation and convexification methods that may incur infeasible solutions. Since all OEF subproblems are originally convex or equivalently convexified, we adopt an ADMM to solve the hidden convexity-based distributed OEF problem with convergence analysis. Test results validate the effectiveness of the proposed method.
Persistent Identifierhttp://hdl.handle.net/10722/350660
ISSN
2023 Impact Factor: 2.4
2023 SCImago Journal Rankings: 1.597
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorLiu, Rong-Peng-
dc.contributor.authorSong, Yue-
dc.contributor.authorLiu, Junhong-
dc.contributor.authorWang, Xiaozhe-
dc.contributor.authorGuo, Jinpeng-
dc.contributor.authorHou, Yunhe-
dc.date.accessioned2024-11-01T00:30:21Z-
dc.date.available2024-11-01T00:30:21Z-
dc.date.issued2024-07-15-
dc.identifier.citationIEEE Control Systems Letters, 2024, v. 8, p. 2051-2056-
dc.identifier.issn2475-1456-
dc.identifier.urihttp://hdl.handle.net/10722/350660-
dc.description.abstractThis letter proposes a hidden convexitybased method to address distributed optimal energy flow (OEF) problems for transmission-level integrated electricity-gas systems. First, we develop a node-wise decoupling method to decompose an OEF problem into multiple OEF subproblems. Then, we propose a hidden convexity-based method to equivalently reformulate nonconvex OEF sub-problems as semi-definite programs. This method differs from any approximation and convexification methods that may incur infeasible solutions. Since all OEF subproblems are originally convex or equivalently convexified, we adopt an ADMM to solve the hidden convexity-based distributed OEF problem with convergence analysis. Test results validate the effectiveness of the proposed method.-
dc.languageeng-
dc.publisherInstitute of Electrical and Electronics Engineers-
dc.relation.ispartofIEEE Control Systems Letters-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectConvergence-
dc.subjectCosts-
dc.subjectDistributed control-
dc.subjectenergy systems-
dc.subjectGenerators-
dc.subjectMathematical models-
dc.subjectoptimal energy flow-
dc.subjectPipelines-
dc.subjectPower transmission lines-
dc.subjectquadratic programming-
dc.subjectsemi-definite programming-
dc.subjectVectors-
dc.titleHidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems -
dc.typeArticle-
dc.identifier.doi10.1109/LCSYS.2024.3427988-
dc.identifier.scopuseid_2-s2.0-85199030443-
dc.identifier.volume8-
dc.identifier.spage2051-
dc.identifier.epage2056-
dc.identifier.eissn2475-1456-
dc.identifier.isiWOS:001288448500002-
dc.identifier.issnl2475-1456-

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