Optimal Planning of PEV Charging Station With Single Output Multiple Cables Charging Spots
Abstract
Coordinated charging can alter the profile of plug-in electric vehicle charging load and reduce the required amount of charging spots by encouraging customers to use charging spots at off-peak hours. Therefore, real-time coordinated charging should be considered at the planning stage. To enhance charging station’s utilization and save corresponding investment costs by incorporating coordinated charging, a new charging spot model, namely single output multiple cables charging spot (SOMC spot), is designed in this paper. A two-stage stochastic programming model is developed for planning a public parking lot charging station equipped with SOMC spots. The first stage of the programming model is planning of SOMC spots and its objective is to obtain an optimal configuration of the charging station to minimize the station’s equivalent annual costs, including investment and operation costs. The second stage of the programming model involves a probabilistic simulation procedure, in which coordinated charging is simulated, so that the influence of coordinated charging on the planning is considered. A case study of a residential parking lot charging station verifies the effectiveness of the proposed planning model. And the proposed coordinated charging for SOMC spots shows great potential in saving equivalent annual costs for providing charging services.
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With an increasing number of EVs, solving an optimization problem with detailed EV data and constraints will be time consuming.
“In addition, with an increasing number of EVs, solving an optimization problem with detailed EV data and constraints will be time consuming [26].”
From Distributed Coordination of Charging Stations Considering Aggregate EV Power Flexibility (2023) · cites this paper as [26]
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References 34 · Cited by 171
- Authors
- Zhang, H., Hu, Z., Xu, Z., & Song, Y.
- Affiliations
- Tsinghua University (CN)
- Venue
- IEEE Transactions on Smart Grid
- Published
- 2017-09
- Volume
- 8
- Issue
- 5
- Pages
- 2119-2128
- ISSN
- 1949-3053 (ISSN-L)
- 1949-3061
- OpenAlex
- W2342761063
- Cited by
- 171
- References
- 34
- Citations by year
- 2026: 6 · 2025: 20 · 2024: 14 · 2023: 21 · 2022: 20 · 2021: 18 · 2020: 20 · 2019: 27 · 2018: 10 · 2017: 8 · 2016: 7
- FWCI
- 8.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- IEEE Transactions on Smart Grid (publishedVersion)
- Funders
- National Natural Science Foundation of China (51477082)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Smart Grid Energy Management
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Power System Optimization
- Keywords
- plug-in electric vehicles, coordinated charging, two-stage stochastic programming, equivalent annual cost, off-peak charging, charging load profiles, investment cost minimization
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