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Optimal scheduling ...
Optimal scheduling management of the parking lot and decentralized charging of electric vehicles based on Mean Field Game
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- Lin, Runzi (author)
- Jilin University
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- Xu, Zhenhui (author)
- Sophia University
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- Huang, Xiaoliang, 1985 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Gao, Jinwu (author)
- Jilin University
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- Chen, Hong (author)
- Tongji University
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- Shen, Tielong (author)
- Sophia University
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(creator_code:org_t)
- Elsevier BV, 2022
- 2022
- English.
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In: Applied Energy. - : Elsevier BV. - 1872-9118 .- 0306-2619. ; 328
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https://doi.org/10.1...
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Abstract
Subject headings
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- As an intermediary for the interaction between the grid and electric vehicles (EVs), the parking lot aggregator not only facilitates the exchange of electricity between EVs and the grid, but also brings benefits to all participants. This paper proposes a linear quadratic (LQ) Mean Field Game (MFG) theory with a major player to optimal scheduling management of the parking lot and formulate optimal decentralized charging control strategies for a large number of EVs, to achieve the minimization of EVs charging cost while maximizing the profit of the parking lot, but these two problems are a set of coupled control problems. In addition to modeling the interaction between the parking lot and the EVs as a finite-time dynamic game problem, the Nash Certainty Equivalence (NCE) of related optimization problems is also proposed, and the corresponding solution algorithm is designed. The control effects of the proposed dynamic game problem on the charging cycle, as well as the effects of parameters change and electricity price fluctuations on charging control are illustrated through numerical simulations.
Subject headings
- NATURVETENSKAP -- Matematik -- Beräkningsmatematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Computational Mathematics (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
Keyword
- Electric vehicles
- Mean Field Game
- Optimal charging control
- Nash Certainty Equivalence
- Vehicle-to-grid
Publication and Content Type
- art (subject category)
- ref (subject category)
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