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      시뮬레이션을 활용한 편도 카쉐어링 시스템의 최적 운영 조건 및 차량 재배치 알고리즘에 대한 연구 = Simulation of One-way Carsharing Systems : Operating Parameters and Relocation Policy Analysis

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      https://www.riss.kr/link?id=A106369820

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      다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

      The concept of carsharing involves sharing a small number of reserved cars to be used individually by a larger number of people as required. This study examines the operating parameters of one-way carsharing systems in order to determine the appropriate operating conditions that minimizes the lost sales rate. Five operating parameters are tested in this study: the number of stations, the average number of vehicles per station, the rate of one-way trip, the average number of staffs per station, and the relocation policy. The performance of round-trip carsharing systems is also compared to that of one-way carsharing systems. A simulation model is developed and simulations are performed to determine the appropriate combination of operating parameter and levels. The simulation results show that the average number of vehicles per station is the most critical parameter. Other key findings obtained from this research are as follows. First, applying the appropriate relocation policy to one-way carsharing systems can allow more customers to rent vehicles than the traditional round-trip carsharing systems. Second, the appropriate relocation policy should be selected based on the average number of vehicles per station in order to minimize the lost sales rate. Third, the number of stations does not affect the lost sales rate. This study findings will provide tools to understand impact of the carsharing system parameters on the efficiency of the carsharing operations.
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      The concept of carsharing involves sharing a small number of reserved cars to be used individually by a larger number of people as required. This study examines the operating parameters of one-way carsharing systems in order to determine the appropria...

      The concept of carsharing involves sharing a small number of reserved cars to be used individually by a larger number of people as required. This study examines the operating parameters of one-way carsharing systems in order to determine the appropriate operating conditions that minimizes the lost sales rate. Five operating parameters are tested in this study: the number of stations, the average number of vehicles per station, the rate of one-way trip, the average number of staffs per station, and the relocation policy. The performance of round-trip carsharing systems is also compared to that of one-way carsharing systems. A simulation model is developed and simulations are performed to determine the appropriate combination of operating parameter and levels. The simulation results show that the average number of vehicles per station is the most critical parameter. Other key findings obtained from this research are as follows. First, applying the appropriate relocation policy to one-way carsharing systems can allow more customers to rent vehicles than the traditional round-trip carsharing systems. Second, the appropriate relocation policy should be selected based on the average number of vehicles per station in order to minimize the lost sales rate. Third, the number of stations does not affect the lost sales rate. This study findings will provide tools to understand impact of the carsharing system parameters on the efficiency of the carsharing operations.

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      참고문헌 (Reference)

      1 이건영, "실시간 재배치를 통한 카쉐어링 서비스 최적화에 관한 연구 : PSO 방법론 기반으로" 한국산업경영시스템학회 39 (39): 28-36, 2016

      2 Clemente, M, "The vehicle relocation problem in car sharing system : modeling and simulation in a petri net framework" Springer Berlin Heidelberg 250-269, 2013

      3 Bruglieri, M., "The vehicle relocation problem for the one-way electric vehicle sharing : an application to the Milan case" 111 : 18-27, 2014

      4 Kek, A. G. H., "Relocation simulation model for multiple-station shared-use vehicle systems" (1986) : 81-88, 2006

      5 장준석, "P2P 카셰어링 도입 및 활성화 방안 연구 -서울시 아파트 단지를 대상으로-" 한국산학기술학회 18 (18): 47-60, 2017

      6 Correia, G. H. A., "Optimization approach to depot location and trip selection in one-way carsharing systems" 48 (48): 233-247, 2012

      7 Febbraro, A., "One-way carsharing : Solving the relocation problem" (2319) : 113-120, 2012

      8 Lee, J., "Design of a relocation staff assignment scheme for clustered electric vehicle sharing systems" Springer International Publishing 639-651, 2014

      9 Jorge, D., "Comparing optimal relocation operations with simulated relocation policies in one-way carsharing systems" 15 (15): 1667-1675, 2014

      10 Jorge, D., "Carsharing systems demand estimation and defined operations : a literature review" 13 (13): 201-220, 2013

      1 이건영, "실시간 재배치를 통한 카쉐어링 서비스 최적화에 관한 연구 : PSO 방법론 기반으로" 한국산업경영시스템학회 39 (39): 28-36, 2016

      2 Clemente, M, "The vehicle relocation problem in car sharing system : modeling and simulation in a petri net framework" Springer Berlin Heidelberg 250-269, 2013

      3 Bruglieri, M., "The vehicle relocation problem for the one-way electric vehicle sharing : an application to the Milan case" 111 : 18-27, 2014

      4 Kek, A. G. H., "Relocation simulation model for multiple-station shared-use vehicle systems" (1986) : 81-88, 2006

      5 장준석, "P2P 카셰어링 도입 및 활성화 방안 연구 -서울시 아파트 단지를 대상으로-" 한국산학기술학회 18 (18): 47-60, 2017

      6 Correia, G. H. A., "Optimization approach to depot location and trip selection in one-way carsharing systems" 48 (48): 233-247, 2012

      7 Febbraro, A., "One-way carsharing : Solving the relocation problem" (2319) : 113-120, 2012

      8 Lee, J., "Design of a relocation staff assignment scheme for clustered electric vehicle sharing systems" Springer International Publishing 639-651, 2014

      9 Jorge, D., "Comparing optimal relocation operations with simulated relocation policies in one-way carsharing systems" 15 (15): 1667-1675, 2014

      10 Jorge, D., "Carsharing systems demand estimation and defined operations : a literature review" 13 (13): 201-220, 2013

      11 Ferrero, F., "Carsharing services : An annotated review" 37 : 501-518, 2018

      12 Rhee, J., "Application of simulation method and regression analysis to optimize car operations in carsharing service : a case study in South Korea" 17 (17): 121-160, 2014

      13 Boyaci, B., "An optimization framework for the development of efficient one-way car-sharing systems" 240 (240): 718-733, 2015

      14 Cepolina, E. M., "A methodology for planning a new urban car sharing system with fully automated personal vehicles" 6 (6): 191-204, 2014

      15 Kek, A. G. H., "A decision support system for vehicle relocation operations in carsharing systems" 45 (45): 149-158, 2009

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2027 평가 재인증평가 신청대상 (재인증)
      2021-11-29 학회명변경 영문명 : 미등록 -> KOREAN SOCIETY OF INDUSTRIAL AND SYSTEMS ENGINEERING KCI등재
      2021-11-25 학술지명변경 외국어명 : Journal of Society of Korea Industrial and Systems Engineering -> Journal of Korean Society of Industrial and Systems Engineering KCI등재
      2021-01-01 등재 등재학술지 유지 (재인증) KCI등재
      2019-12-04 학술지명변경 한글명 : 산업경영시스템학회지 -> 한국산업경영시스템학회지
      외국어명 : Journal of the Society of Korea Industrial and Systems Engineering -> Journal of Society of Korea Industrial and Systems Engineering
      KCI등재
      2018-01-01 등재 등재학술지 유지 (등재유지) KCI등재
      2015-01-01 등재 등재학술지 유지 (등재유지) KCI등재
      2011-01-01 등재 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 등재 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 등재 등재학술지 선정 (등재후보2차) KCI등재
      2005-01-01 등재 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2003-07-01 등재 등재후보학술지 선정 (신규평가) KCI등재후보
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      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.34 0.34 0.3
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.28 0.28 0.37 0.16
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