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      KCI등재

      반도체 FAB에서 웨이퍼 로트 적기운반을 위한 재공 저장 위치 선정 연구 = A WIP Allocation Approach for Enhancing On-Time Transfers of Wafer Lots in a Semiconductor Fabrication Facility

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      https://www.riss.kr/link?id=A107357326

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      다국어 초록 (Multilingual Abstract)

      This paper proposes a work-in-process (WIP) allocation approach to improve on-time transfers of a unified automated material handling system (AMHS) in a semiconductor fabrication facility (FAB). The real-time operation and control of the complex AMHS ...

      This paper proposes a work-in-process (WIP) allocation approach to improve on-time transfers of a unified automated material handling system (AMHS) in a semiconductor fabrication facility (FAB). The real-time operation and control of the complex AMHS often cause delayed transfers of wafers to manufacturing machines and result in production loss. We introduce transfer-due-dates from storages to manufacturing machines to enhance the on-time transfers in the AMHS and develop a mathematical model to allocate the WIP to the optimized storage locations based on transfer-due-date. The simulation results demonstrate that the machine utilization as well as the AMHS capability for on-time transfers can be improved by assigning the wafers’ interim storage locations more appropriately.

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      참고문헌 (Reference)

      1 Vahdani, B., "Vehicle positioning in cell manufacturing systems via robust optimization" 24 : 78-85, 2014

      2 Smolic-Rocak, N., "Time windows based dynamic routing in multi-AGV systems" 7 (7): 151-155, 2010

      3 de Koster, R. M. B., "Testing and classifying vehicle dispatching rules in three real-world settings" 22 (22): 369-386, 2004

      4 Liao, D. -Y., "Speedy delivery-dynamic OHT allocation and dispatching in large-scale, 300-mm AMHS management" 11 (11): 22-32, 2004

      5 Min, H. -S., "Selection of dispatching rules on multiple dispatching decision points in real-time scheduling of a semiconductor wafer fabrication system" 41 (41): 3921-3941, 2003

      6 Egbelu, P. J., "Pull versus push strategy for automated guided vehicle load movement in a batch manufacturing system" 6 (6): 209-221, 1987

      7 Wang, F. K., "Performance evaluation of an automated material handling system for a wafer fab" 20 (20): 91-100, 2004

      8 Huang, C. -J., "Optimal vehicle allocation for an automated materials handling system using simulation optimisation" 50 (50): 5734-5746, 2012

      9 Le-Anh, T., "On-line dispatching rules for vehicle-based internal transport systems" 43 (43): 1711-1728, 2005

      10 Chen, T. J., "On the shortest and conflict-free path planning of multi-AGV system based on dijkstra algorithm and the dynamic time-window method" 645 : 267-271, 2013

      1 Vahdani, B., "Vehicle positioning in cell manufacturing systems via robust optimization" 24 : 78-85, 2014

      2 Smolic-Rocak, N., "Time windows based dynamic routing in multi-AGV systems" 7 (7): 151-155, 2010

      3 de Koster, R. M. B., "Testing and classifying vehicle dispatching rules in three real-world settings" 22 (22): 369-386, 2004

      4 Liao, D. -Y., "Speedy delivery-dynamic OHT allocation and dispatching in large-scale, 300-mm AMHS management" 11 (11): 22-32, 2004

      5 Min, H. -S., "Selection of dispatching rules on multiple dispatching decision points in real-time scheduling of a semiconductor wafer fabrication system" 41 (41): 3921-3941, 2003

      6 Egbelu, P. J., "Pull versus push strategy for automated guided vehicle load movement in a batch manufacturing system" 6 (6): 209-221, 1987

      7 Wang, F. K., "Performance evaluation of an automated material handling system for a wafer fab" 20 (20): 91-100, 2004

      8 Huang, C. -J., "Optimal vehicle allocation for an automated materials handling system using simulation optimisation" 50 (50): 5734-5746, 2012

      9 Le-Anh, T., "On-line dispatching rules for vehicle-based internal transport systems" 43 (43): 1711-1728, 2005

      10 Chen, T. J., "On the shortest and conflict-free path planning of multi-AGV system based on dijkstra algorithm and the dynamic time-window method" 645 : 267-271, 2013

      11 Siebert, M., "Lot targeting and lot dispatching decision policies for semiconductor manufacturing: optimisation under uncertainty with simulation validation" 56 (56): 629-641, 2018

      12 Bozer, Y. A., "Intelligent dispatching rules for trip-based material handling systems" 15 (15): 226-239, 1996

      13 Ahn, K., "Idle vehicle rebalancing in semiconductor fabrication using factorized graph neural network reinforcement learning" 132-138, 2019

      14 Kim, B. I., "Idle vehicle circulation policies in a semiconductor FAB" 20 (20): 709-717, 2009

      15 Kim, B. -I., "Effectiveness of vehicle reassignment in a large-scale overhead hoist transport system" 45 (45): 789-802, 2007

      16 Lin, J. T., "Dynamic vehicle allocation control for automated material handling system in semiconductor manufacturing" 40 (40): 2329-2339, 2013

      17 Lee, S., "Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing" 86 : 105904-, 2020

      18 Kuo, C. -H., "Dispatching of overhead hoist vehicles in a fab intrabay using a multimission-oriented controller" 27 (27): 824-832, 2006

      19 Kim, H., "Deep learning-based dynamic scheduling for semiconductor manufacturing with high uncertainty of automated material handling system capability" 33 (33): 13-22, 2020

      20 Bartlett, K., "Congestionaware dynamic routing in automated material handling systems" 70 (70): 176-182, 2014

      21 Kim, C. W., "Conflict-free shortest-time bidirectional AGV routeing" 29 (29): 2377-2391, 1991

      22 Taghaboni-Dutta, F., "Comparison of dynamic routeing techniques for automated guided vehicle system" 33 (33): 2653-2669, 1995

      23 Kiba, J., "Comparing transport policies in a full-scale 300mm wafer manufacturing facility" 2010

      24 Lee, S., "Clustered Multi-Task Sequence-to-Sequence Learning for Autonomous Vehicle Repositioning" 9 : 2021

      25 Chaabane, A. B, "Analyzing the impact of key parameters of vehicle management policies in a unified AMHS" 3818-3828, 2013

      26 Lau, H. Y. K., "An agent based dynamic routing strategy for automated material handling systems" 21 (21): 269-288, 2008

      27 Kim, C. W., "AGV dispatching based on workload balancing" 37 (37): 4053-4066, 1999

      28 Bahri, N., "A comparison of unified vs. segregated automated material handling systems for 300 mm fabs" 3-6, 2001

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      2027 평가예정 재인증평가 신청대상 (재인증)
      2021-01-01 평가 등재학술지 유지 (재인증) KCI등재
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      2002-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      1999-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.59 0.59 0.62
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.63 0.63 0.998 0.07
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