UM
Joint PEV Charging Network and Distributed PV Generation Planning Based on Accelerated Generalized Benders Decomposition
Zhang, Hongcai; Moura, Scott J.; Hu, Zechun; Qi, Wei; Song, Yonghua
2018-09
Source PublicationIEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION
ISSN2332-7782
Volume4Issue:3Pages:789-803
AbstractIntegration of plug-in electric vehicles (PEVs) with distributed renewable power sources will reduce PEVs' well-to-wheels greenhouse gas emissions, promote renewable power adoption, and defer power system investments. This paper proposes a multidisciplinary approach to jointly plan PEV charging stations and distributed photovoltaic (PV) power plants on a coupled transportation and power network. We formulate a two-stage stochastic programming model to determine the sites and sizes of: 1) PEV charging stations and 2) PV power plants. This proposed method incorporates comprehensive models of: 1) transportation networks with explicit PEV driving range constraints; 2) PEV charging stations with probabilistic quality of service constraints; 3) PV power generation with reactive power control; and 4) alternating current distribution power flow. The formulation results in a mixed-integer second-order cone program. We then design a generalized Benders decomposition algorithm to efficiently solve it. Numerical experiments show that investing in distributed PV power plants with PEV charging stations has multiple benefits, e.g., reducing social costs, promoting renewable power integration, and alleviating power congestion. The benefits become more prominent when utilizing PV generation with reactive power control, which can also help to enhance power supply quality.
KeywordBenders decomposition charging station electric vehicle photovoltaic (PV) generation second-order cone programming (SOCP)
DOI10.1109/TTE.2018.2847244
URLView the original
Indexed BySCI
Language英语
WOS Research AreaEngineering ; Transportation
WOS SubjectEngineering, Electrical & Electronic ; Transportation Science & Technology
WOS IDWOS:000445358600013
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
The Source to ArticleWOS
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Cited Times [WOS]:2   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Zhang, Hongcai,Moura, Scott J.,Hu, Zechun,et al. Joint PEV Charging Network and Distributed PV Generation Planning Based on Accelerated Generalized Benders Decomposition[J]. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION,2018,4(3):789-803.
APA Zhang, Hongcai,Moura, Scott J.,Hu, Zechun,Qi, Wei,&Song, Yonghua.(2018).Joint PEV Charging Network and Distributed PV Generation Planning Based on Accelerated Generalized Benders Decomposition.IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION,4(3),789-803.
MLA Zhang, Hongcai,et al."Joint PEV Charging Network and Distributed PV Generation Planning Based on Accelerated Generalized Benders Decomposition".IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION 4.3(2018):789-803.
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