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Distributed low-carbon economic dispatch of integrated power and transportation system
Li, Zepeng1; Wu, Qiuwei1; Li, Hui2; Nie, Chengkai1; Tan, Jin3
2024
Source PublicationApplied Energy
ISSN0306-2619
Volume353Pages:122134
Abstract

Electric vehicles (EVs) are widely recognized as promising solutions to reduce carbon emissions from the transportation sector. The rapid proliferation of EVs intensifies the interdependency between the power distribution system (PDS) and transportation system (TS). This paper proposes a distributed low-carbon economic dispatch scheme for the integrated power and transportation system (IPTS). Carbon emissions from the TS are quantified by a carbon dioxide calculation model, and the emissions from the PDS are determined by the electricity generation of fossil-fueled generators and the carbon reduction of carbon capture and storage (CCS) devices. An integrated model reformulation method is employed to transform the original non-convex model into a tractable one. Then a distributed solution method based on the spectral penalty parameter based adaptive alternating direction method of multipliers (SPPA-ADMM) is developed to protect the privacy of the PDS and TS. The reformulated model is solved iteratively, and the penalty parameter of the SPPA-ADMM is adjusted adaptively to improve the convergence performance of the method. Numerical results on three test systems demonstrate the effectiveness of the proposed scheme in achieving low-carbon economic dispatch of IPTS. Moreover, case studies validate the superiority of the SPPA-ADMM based distributed solution method in computation performance.

KeywordCarbon Emission Distributed Solution Method Electric Vehicle Power Distribution System Transportation System
DOI10.1016/j.apenergy.2023.122134
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEnergy & Fuels ; Engineering
WOS SubjectEnergy & Fuels ; Engineering, Chemical
WOS IDWOS:001092331700001
Scopus ID2-s2.0-85174549445
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorNie, Chengkai; Tan, Jin
Affiliation1.Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, 518055, China
2.State Key Laboratory of Internet of Things for Smart City, University of Macau, 999078, China
3.College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, 200090, China
Recommended Citation
GB/T 7714
Li, Zepeng,Wu, Qiuwei,Li, Hui,et al. Distributed low-carbon economic dispatch of integrated power and transportation system[J]. Applied Energy, 2024, 353, 122134.
APA Li, Zepeng., Wu, Qiuwei., Li, Hui., Nie, Chengkai., & Tan, Jin (2024). Distributed low-carbon economic dispatch of integrated power and transportation system. Applied Energy, 353, 122134.
MLA Li, Zepeng,et al."Distributed low-carbon economic dispatch of integrated power and transportation system".Applied Energy 353(2024):122134.
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