Distributed control for large-scale plug-in electric vehicle charging with a consensus algorithm. (July 2019)
- Record Type:
- Journal Article
- Title:
- Distributed control for large-scale plug-in electric vehicle charging with a consensus algorithm. (July 2019)
- Main Title:
- Distributed control for large-scale plug-in electric vehicle charging with a consensus algorithm
- Authors:
- Wang, Luting
Chen, Bo - Abstract:
- Highlights: A consensus-based distributed control method is proposed. The method is applied to deal with large-scale distributed PEV charging coordination with limited communication. PEV charging is coordinated to minimize charging power loss as well as provide V2G services. The communication stochastic matrix is reconstructive for random PEV departures. Charging/discharging efficiency and charging priority are considered for better power dispatch. Abstract: As the development of plug-in-electric vehicles (PEVs) accelerates, the effective integration of large-scale PEVs with power grid becomes an urgent problem for utilities and PEV users. Mainly considering grid side preference, this paper proposes a distributed control method with a consensus algorithm to deal with large-scale PEV charging coordination. The objectives of the proposed coordination strategy are: minimizing the charging power loss and maximizing the available PEV power for vehicle-to-grid (V2G) services. The incremental cost functions are formulated for these objectives. The graph theory is applied to specify the communication network for PEVs. An interaction rule, the consensus algorithm is applied to realize the local information updating and external information exchanging among neighboring PEVs. A variable-size stochastic matrix is defined to specify the communication topology among PEVs, as well as guarantee the convergence of the consensus targets. The simulation results show that, with limitedHighlights: A consensus-based distributed control method is proposed. The method is applied to deal with large-scale distributed PEV charging coordination with limited communication. PEV charging is coordinated to minimize charging power loss as well as provide V2G services. The communication stochastic matrix is reconstructive for random PEV departures. Charging/discharging efficiency and charging priority are considered for better power dispatch. Abstract: As the development of plug-in-electric vehicles (PEVs) accelerates, the effective integration of large-scale PEVs with power grid becomes an urgent problem for utilities and PEV users. Mainly considering grid side preference, this paper proposes a distributed control method with a consensus algorithm to deal with large-scale PEV charging coordination. The objectives of the proposed coordination strategy are: minimizing the charging power loss and maximizing the available PEV power for vehicle-to-grid (V2G) services. The incremental cost functions are formulated for these objectives. The graph theory is applied to specify the communication network for PEVs. An interaction rule, the consensus algorithm is applied to realize the local information updating and external information exchanging among neighboring PEVs. A variable-size stochastic matrix is defined to specify the communication topology among PEVs, as well as guarantee the convergence of the consensus targets. The simulation results show that, with limited communication, the large-scale PEV charging/discharging can be efficiently coordinated to reduce total charging power loss or provide V2G service with maximum available PEV power. Meanwhile the PEV charging requirements specified by drivers can be satisfied. In addition, the convergence of the proposed distributed consensus algorithm can always be guaranteed upon random PEV departures. … (more)
- Is Part Of:
- International journal of electrical power & energy systems. Volume 109(2019)
- Journal:
- International journal of electrical power & energy systems
- Issue:
- Volume 109(2019)
- Issue Display:
- Volume 109, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 109
- Issue:
- 2019
- Issue Sort Value:
- 2019-0109-2019-0000
- Page Start:
- 369
- Page End:
- 383
- Publication Date:
- 2019-07
- Subjects:
- Large-scale plug-in electric vehicles -- PEV charging coordination -- Consensus-based distributed control -- Charging power loss -- Vehicle-to-grid service -- Stochastic matrix
Electrical engineering -- Periodicals
Electric power systems -- Periodicals
Électrotechnique -- Périodiques
Réseaux électriques (Énergie) -- Périodiques
Electric power systems
Electrical engineering
Periodicals
621.3 - Journal URLs:
- http://www.sciencedirect.com/science/journal/01420615 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ijepes.2019.02.020 ↗
- Languages:
- English
- ISSNs:
- 0142-0615
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.220000
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British Library HMNTS - ELD Digital store - Ingest File:
- 9714.xml