시뮬레이션 방식을 이용한 리드 타임 개선 사례 연구
A Case Study on Lead Time Improvement Using a Simulation Approach
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
During the shift from gasoline vehicles to electric ones, auto parts manufacturing companies have realized the importance of improvement in the manufacturing process that does not require any layout changes nor extra investments, while maintaining their current production rate. Due to these reasons, for the auto part manufacturing company, I-company, this study has developed the simulation model of the PUSH system to conduct a process analysis in terms of production rate, WIP level, and logistics work’s utilization rate. In addition, this study compares the PUSH system with other three manufacturing systems -KANBAN, DBR, and CONWIP- to compare the performance of these production systems, while satisfying the company’s target production rate. With respect to lead-time, the simulation results show that the improvement of 77.90% for the KANBAN system, 40.39% for the CONWIP system, and 69.81% for the DBR system compared to the PUSH system. In addition, with respect to WIP level, the experimental results demonstrate that the improvement of 77.91% for the KANBAN system, 40.41% for the CONWIP system, and 69.82% for the DBR system compared to the PUSH system. Since the KANBAN system has the largest impacts on the reduction of the lead-time and WIP level compared to other production systems, this study recommends the KANBAN system as the proper manufacturing system of the target company. This study also shows that the proper size of moving units is four and the priority allocation of bottleneck process methods improves the target company’s WIP and lead-time. Based on the results of this study, the adoption of the KANBAN system will significantly improve the production process of the target company in terms of lead-time and WIP level.
Abstract
During the shift from gasoline vehicles to electric ones, auto parts manufacturing companies have realized the importance of improvement in the manufacturing process that does not require any layout changes nor extra investments, while maintaining their current production rate. Due to these reasons, for the auto part manufacturing company, I-company, this study has developed the simulation model of the PUSH system to conduct a process analysis in terms of production rate, WIP level, and logistics work’s utilization rate. In addition, this study compares the PUSH system with other three manufacturing systems -KANBAN, DBR, and CONWIP- to compare the performance of these production systems, while satisfying the company’s target production rate. With respect to lead-time, the simulation results show that the improvement of 77.90% for the KANBAN system, 40.39% for the CONWIP system, and 69.81% for the DBR system compared to the PUSH system. In addition, with respect to WIP level, the experimental results demonstrate that the improvement of 77.91% for the KANBAN system, 40.41% for the CONWIP system, and 69.82% for the DBR system compared to the PUSH system. Since the KANBAN system has the largest impacts on the reduction of the lead-time and WIP level compared to other production systems, this study recommends the KANBAN system as the proper manufacturing system of the target company. This study also shows that the proper size of moving units is four and the priority allocation of bottleneck process methods improves the target company’s WIP and lead-time. Based on the results of this study, the adoption of the KANBAN system will significantly improve the production process of the target company in terms of lead-time and WIP level.
참고문헌 (15)
- 김병주, "TOC-DBR 기반의 스마트공장 레이아웃 설계에 관한 연구", 대한산업공학회지, 43(1), pp.12~18 (2017), 대한산업공학회[DOI]
- 김준모, "시뮬레이션을 이용한 아연공장의 생산통제 방안의 결정", 산업공학(IE interfaces), 21(4), pp.418~434 (2008), 대한산업공학회
- Kim, T. H., "A Study on Determining CONWIP System Model", The Korean Operations Research and Management Science Society, 1, pp.1~4 (1998)
- 고시근, "안정된 수요를 갖는 생산라인에서 Kanban을 사용한 DBR 시스템 구현", 산업공학(IE interfaces), 15(1), pp.12~106 (2002), 대한산업공학회
- 고시근, "세 단계로 이루어진 직렬 생산라인에 대한 DBR(Drum-Buffer-Rope) 방식의 적용", 대한산업공학회지, 28(4), pp.1~350 (2002), 대한산업공학회
- Lee, D.G., "DBR(Drum Buffer Rope)’s Buffer Control with Applicated KANBAN System", Proceddings of the Society of Korea Industrial and Systems Engineering Fall Meeting, pp.314~316 (2004)
- 이호창, "상수 공정시간을 갖는 라인 생산 시스템에서 CONWIP과 간반의 성능 비교", 한국경영과학회지, 36(2), pp.51~65 (2011), 한국경영과학회
- Lee, J.H., "The Development of the Optimal Manufacturing System Controlling Multiple Bottleneck Operation", Proceedings of Society of Korea Industrial and System Engineering Fall Conference, pp.41~46 (2014)
- 박찬우, "CONWIP 통제방식에 의해 운영되는 다품목 생산시스템의 성능평가", 대한산업공학회지, 28(1), pp.1~13 (2002), 대한산업공학회
- 박상근, "생산환경 변화에 따른 최적 Material Flow Control 선택방법", 한국산업경영시스템학회지, 36(2), pp.81~90 (2013), 한국산업경영시스템학회[DOI]
- 박상근, "시뮬레이션을 통한 생산흐름통제시스템의 성능비교", 한국산업경영시스템학회지, 35(1), pp.115~123 (2012), 한국산업경영시스템학회
- 전근수, "시뮬레이션을 이용한 S단추공장생산시스템 분석 및 연구", 한국시뮬레이션학회 논문지, 23(4), pp.229~235 (2014), 한국시뮬레이션학회
- Shim, Y. S., "Job Shop System Analysis through DBR Simulation", Journal of Industrial Technology, 31(B), pp.51~58 (2011)
- 양현준, "재투입공정 하에서 DBR 기법 적용 방안 및 효과분석", 한국시뮬레이션학회 논문지, 29(1), pp.57~69 (2020), 한국시뮬레이션학회
- 요시다 아쯔노리, "복수 DBR 기법을 이용한 PCB 생산라인의 효율적인 생산계획 시스템 개발", 한국산학기술학회논문지, 10(10), pp.2935~2944 (2009), 한국산학기술학회
