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전기차 충전소 최적 입지 선정을 통한 충전 부하 분산 전략에 관한 연구A Study on the Charging Demand Balancing Strategy by Selecting Optimal Location of New EV Charging Station
- Other Titles
- A Study on the Charging Demand Balancing Strategy by Selecting Optimal Location of New EV Charging Station
- Issue Date
- 2021
- Publisher
- 한국조명.전기설비학회
- Keywords
- Charging station; Electric vehicle; Kernel density estimation; Nearest neighbor search
- Citation
- 조명.전기설비학회논문지, v.35, no.9, pp.24 - 31
- Indexed
- KCI
- Journal Title
- 조명.전기설비학회논문지
- Volume
- 35
- Number
- 9
- Start Page
- 24
- End Page
- 31
- ISSN
- 1229-4691
- Abstract
- Increasing charging demand due to the increasing penetration of electric vehicles can deteriorate the reliability of future power systems. Therefore, the location selection of EV charging stations is essential for charging demand dispersion. This paper proposes a method that selects the location of EV charging stations so that charging demand is distributed by drivers' behavioral characteristics and the dependency among stations. For this purpose, kernel density estimation and nearest neighbor search algorithm that estimate the charging demand of new and existing EV charging stations are used.
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Collections - College of Engineering > School of Electrical Engineering > 1. Journal Articles
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