자료포락분석을 이용한 전기차 충전소 운영효율성 평가

• 영문명: Evaluation of Operational Efficiency for Electric Vehicle Charging Stations Using Data Envelopment Analysis
• 발행기관: 한국산업경영시스템학회
• 저자명: 손동훈(Dong-Hoon Son) 강영수(Yeong-Su Gang) 김화중(Hwa-Joong Kim)
• 간행물 정보: 『산업경영시스템학회지』제43권 제3호, 53~60쪽, 전체 8쪽
• 주제분류: 공학 > 산업공학
• 파일형태: PDF
• 발행일자: 2020.09.30

영문 초록

Evaluating the operational efficiency of electric vehicle charging stations (EVCSs) is important to understand charging network evolution and the charging behavior of electric vehicle users. However, aggregation of efficiency performance metrics poses a significant challenge to practitioners and researchers. In general, the operational efficiency of EVCSs can be measured as a complicated function of various factors with multiple criteria. Such a complex aspect of managing EVCSs becomes one of the challenging issues to measure their operational efficiency. Considering the difficulty in the efficiency measurement, this paper suggests a way to measure the operational efficiency of EVCSs based on data envelopment analysis (DEA). The DEA model is formulated as constant returns of output-oriented model with five types of inputs, four of them are the numbers of floating population and nearby charging stations, distance of nearby charging stations and traffic volume as desirable inputs and the other is the traffic speed in congestion as undesirable one. Meanwhile, the output is given by the charging frequency of EVCSs in a day. Using real-world data obtained from reliable sources, we suggest operational efficiencies of EVCSs in Seoul and discuss implications on the development of electric vehicle charging network. The result of efficiency measurement shows that most of EVCSs in Seoul are inefficient, while some districts (Nowon-gu, Dongdaemun-gu, Dongjak-gu, Songpa-gu, Guro-gu) have relatively more efficient EVCSs than the others.

목차

1. 서 론

2. 문헌연구

3. 연구방법

4. 효율성 분석결과

5. 결 론

References

키워드

Electric Vehicle Charging Station Operational Efficiency Data Envelopment Analysis