$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

3D 팩토리 시뮬레이션 기술의 특징과 응용 분야에 대한 고찰
A Survey on Characteristics and Application Domains of 3D Factory Simulation Technology 원문보기

정보시스템연구 = The Journal of information systems, v.27 no.4, 2018년, pp.35 - 70  

조다설 (동아대학교 산업경영공학과) ,  김준우 (동아대학교 산업경영공학과)

Abstract ▼ AI-Helper 아이콘AI-Helper

Purpose Recently, 3D factory simulation technology has emeged as a powerful tool for modeling and analysis of a wide range of production systems, however, it has been not paid much attention in Korea. In this context, this paper aims to provide a comprehensive literature review on discrete event sim...

주제어

#Discrete Event Simulation   #3D Factory Simulation   #FlexSim Software   #Production Operations Management   #Smart Factory  

표/그림 (15)

질의응답

핵심어 질문 논문에서 추출한 답변
시뮬레이션 모형에서 다양한 모형 파라미터들을 반영하기 훨씬 수월한 이유는? 본질적으로, 시뮬레이션은 모형 파라미터들과 성과지표 간의 관계를 수리적으로 표현하는 대신, 분석 대상 시스템을 가상적으로 실행하여 그 운영 경과에 따라 성과지표들의 값을 집계해 보는 식으로 진행된다. 즉, 시뮬레이션은 도착 간격이나 처리 시간, 고장 발생 시각 등과 같은 다양한 모형 파라미터들의 값을 임의로 정해놓고, 이를 토대로 시간의 경과에 따라 분석 대상 시스템의 행태가 어떤 식으로 변화하는지를 관찰하는데 초점을 맞춘다. 따라서, 대기행렬 이론 등과 같은 분석 모형들에 비해 시뮬레이션 모형에서는 다양한 모형 파라미터들을 반영하기가 훨씬 수월하다(김준우, 2018; Beaverstock et al.
시뮬레이션이란? 시뮬레이션이란 현실 세계에 존재하는 실제 시스템을 단순화하여 모형으로 표현하고, 이를 이용하여 해당 시스템의 물리적 특성 및 논리적 특성들을 모방하는 과정을 말한다. 특히, 최근에는 제조, 물류/유통, 운송 및 보건의료 등과 같은 다양한 산업 분야에서 특정 시스템의 성능을 평가하기 위한 목적으로 시뮬레이션을 활용하고 있으며, 이 같은 경우에는 시뮬레이션 모형을 작성한 후, 이를 이용한 실험이 수행되어야 한다(John et al.
몬테카를로 시뮬레이션의 분석방법은 무엇인가? 한편, 일반적으로 시뮬레이션을 이용한 분석은 몇 가지 유형으로 구분할 수 있는데, 이들 중 대표적인 것들로는 독립 변수들과 종속 변수 간의 관계가 비교적 명확할 때, 난수를 생성하여 독립 변수들의 값을 결정한 후 종속 변수를 산출하는 과정을 반복하는 몬테카를로 시뮬레이션(송시호, 2008; 김태준, 2016), 시간이 경과하는 도중 이산적인 사건의 발생 시점에만 시스템 또는 시스템 구성요소들의 상태를 변경시켜가면서 시스템의 특성을 관찰하고자 할 때 사용하는 이산 사건 시뮬레이션(아약스, 2013; Sharma, 2015), 이산 사건 시뮬레이션과 유사하나, 시간의 경과 도중 시스템이나 그 구성요소들의 상태 변화가 이산적인 시점이 아닌 연속적인 기간에 걸쳐 변화하는 것을 허용하는 연속 사건 시뮬레이션(Sharma, 2015), 복잡한 거시적 현상을 에이전트라는 미시적 행위자들의 상호작용으로 설명하고자 할 때 사용되는 에이전트 기반 시뮬레이션(Samuelson et al., 2006; 정형진, 2018) 등이 있다(De Giusti et al.
질의응답 정보가 도움이 되었나요?

참고문헌 (118)

  1. 김기수, "전자 스프레드쉬트의 시뮬레이션 의사결정지원 도구로의 활용", 정보시스템연구, 제2권, 1993, pp. 29-52. 

    원문보기 상세보기

  2. 김상태, "이산사건 시뮬레이션 시스템을 활용한 생산성 개선 사례 연구", 한밭대학교 석사학위논문, 2016. 

  3. 김의창, "우편물 운송 경로설정을 위한 준 최적화 시뮬레이션 기술 개발", 정보시스템연구, 제9권, 제1호, 2000, pp. 235-255. 

    원문보기 상세보기

  4. 김준우, 시뮬레이션 응용 - FlexSim을 이용한 모델링 및 분석, 초아출판사, 2018. 

  5. 김태준, "Study of Monte Carlo Simulation in Diffusion-Influenced Reaction", 동아대학교 박사학위논문, 2016. 

  6. 송시한, "몬테카를로 시뮬레이션 방법을 이용한 유기물질에서의 전자이동도 계산에 대한 연구", 한양대학교 석사학위논문, 2008. 

  7. 아약스, "Development of a Discrete Event Simulation Tool Using Python", 건국대학교 석사학위논문, 2013. 

  8. 윤희원, 최성욱, "효율적인 프로그래밍 개념 학습을 위한 스크래치 수업 설계", 융복합지식학회논문지, 제5권, 제2호, 2017, pp. 57-62. 

  9. 이경근, 최성길, 류시욱, "평판 디스플레이 제조라인의 반복 프로세스 성능 평가를 위한 시뮬레이션 시스템 개발", 정보시스템연구, 제17권, 제4호, 2008, pp. 301-319. 

    원문보기 상세보기

  10. 임지혜, 강성홍, 김원중. "시뮬레이션 기법을 이용한 검진센터의 환자관리방안", 디지털융복합연구, 제10권, 제4호, 2012, pp. 287-295. 

  11. 정형진, "에이전트 기반 시뮬레이션 모델을 이용한 질병 확산 대응전략 분석 및 평가", 성균관대학교 석사학위논문, 2018. 

  12. Abu-Taieh, E., and El Sheikh, A., "Commercial Simulation Packages: A Cooperative Study", International Journal of Simulation, Vol. 8, No. 2, 2007, pp. 66-76. 

  13. Babin, P., and Greenwood, A., "Discretely Evaluating Complex Systems", Industrial Engineer, Vol. 43, No. 2, 2011, pp. 34-38. 

  14. Banks, J. (Ed.), Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice, 1988. 

  15. Barton, S. K., Johnson, I. R., Shepherd, S. J., and Van Eetvelt, P. W., "Simulation and Analysis of The Distortion Generated by the Bulk-FFT Demultiplexer", Signal processing, Vol. 54, No. 3, 1996, pp. 285-294. 

    상세보기 crossref

  16. Beaverstock, M., Greenwood, A., and Nordgren, W, Applied Simulation -Modeling and Analysis using FlexSim (5th edition), BookBaby, 2018. 

  17. Borshchev, A., and Filippov, A., "AnyLogic -Multi-paradigm Simulation for Business, Engineering and Research", In 6th IIE Annual Simulation Solutions Conference, 2004, pp. 1-17. 

  18. Cai, D., Baafi, E., and Porter, I., "Modeling a Longwall Production System using Flexsim 3D Simulation Software", In Singhal, R., Topal, E., Fytas, K., Yellishetty, M., and Mehrotra, A. (Eds.), Mine Planning and Equipment Selection, 2012, pp. 107-114. 

  19. Chen, L. H., Hu, D. W., and Xu, T., "Highway Freight Terminal Facilities Allocation Based on FlexSim", Procedia-Social and Behavioral Sciences, Vol. 96, 2013, pp. 368-381. 

    상세보기 crossref

  20. Chen, Q., and Sun, H., "Simulation research on Storage-Retrieval Strategies of Stereo Garages", IEEE International Conference on Industrial Technology and Management, 2017, pp. 75-79. 

  21. Chromy, E., Misuth, T., and Kavacky, M., "Erlang C Formula and Its Use in the Call Centers", Advances in Electrical and Electronic Engineering, Vol. 9, No. 1, 2011, pp. 7-13. 

  22. Clark, M. F., "WITNESS: Unlocking the Power of Visual Interactive Simulation", European Journal of Operational Research, Vol. 54, No. 3, 1991, pp. 293-298. 

    상세보기 crossref

  23. Dahl, O. J., and Nygaard, K., "SIMULA: An ALGOL-based Simulation Language", Communications of the ACM, Vol. 9, No. 9, 1966, pp. 671-678. 

    상세보기 crossref

  24. Dallasega, P., Rojas, R. A., Rauch, E., and Matt, D. T., "Simulation based Validation of Supply Chain Effects through ICT enabled Real-Time-Capability in ETO Production Planning", Procedia Manufacturing, Vol. 11, 2017, pp. 846-853. 

    상세보기 crossref

  25. De Felice, F., Petrillo, A., and Zomparelli, F., "Prospective Design of Smart Manufacturing: An Italian Pilot Case Study", Manufacfuring Letters, Vol. 15, 2018, pp. 81-85. 

    상세보기 crossref

  26. De Giusti, M. R., Lira, A. J., and Villarreal, G. L., "Simulation Framework for Teaching in Modeling and Simulation Areas", European Journal of Engineering Education, Vol. 33, No. 5-6, 2008, pp. 587-596. 

    상세보기 crossref

  27. Devapriya, P., Stromblad, C. T., Bailey, M. D., Frazier, S., Bulger, J., Kemberling, S. T., and Wood, K. E., "StratBAM: A Discrete-event Simulation Model to Support Strategic Hospital Bed Capacity Decisions", Journal of Medical Systems, Vol. 39, No. 10, 2015, pp. 81-85. 

    상세보기 crossref

  28. Dias, L., Vieira, A. A., Pereira, G. A., and Oliveira, J. A., "Discrete Simulation Software Ranking: A Top List of the Worldwide Most Popular and Used Tools", In 2016 Winter Simulation Conference, 2016, pp. 1060-1071. 

  29. Dornberger, R., Hanne, T., Ryter, R., and Stauffer, M., "Optimization of The Picking Sequence of an Automated Storage and Retrieval System (AS/RS)", In 2014 IEEE Congress on Evolutionary Computation (CEC), 2014, pp. 2817-2824. 

  30. Fan, W., Dongfen, G., Shujuan, T., Hong, H., and Xiao, C., "Travel Time Model of the Storage/Retrieval Machine for Multi-Deep AS/RS Based on Flexsim", The Open Cybernetics & Systemics Journal, Vol. 9, No. 1, 2015, pp. 1833-1839. 

    crossref

  31. Fanti, M. P., Iacobellis, G., Rotunno, G., and Ukovich, W., "A Simulation Based Analysis of Production Scheduling in a Steelmaking and Continuous Casting Plant", In Automation Science and Engineering (CASE), 2013, pp. 150-155. 

  32. Fenercioglu, A., Soyaslan, M., and Kozkurt, C., "Automatic Storage And Retrieval System (AS/RS) Based On Cartesian Robot For Liquid Food Industry", In 12th International Workshop on Research and Education in Mechatronics, 2011, pp. 283-287. 

  33. Geuder, D. F., "Object Oriented Modeling with SIMPLE++", In 27th Conference on Winter Simulation, 1995, pp. 534-540. 

  34. Harrel, C. R., and Price, R. N., "ProModel: Simulation Modeing using ProModel Technology", In 2002 Winter Simulation Conference, 2002, pp. 192-198. 

  35. He, H., and Hu, Z., "Analysis of Fast Food Service Capability Based on Flexsim Modeling and Simulation", IOP Conference Series: Materials Science and Engineering, Vol. 394, No. 5, 2018, p. 052005. 

  36. Hoffa, P., and Pawlewski, P., "Simulation of Supply Chain with Disturbances Using Flexsim-Case Study", In International Conference on Practical Applications of Agents and Multi-Agent Systems, 2015, pp. 90-101. 

  37. James, F., "A Review of Pseudorandom Number Generators", Computer Physics Communications, Vol. 60, No. 3, 1990, pp. 329-344. 

    상세보기 crossref

  38. Jen, H. Y., and Hsiao, C. Y., "Using Bayesian Inference Modeling in Estimating Important Production Parameters Used in the Simulation-based Production Planning", In 2018 IEEE International Conference on Applied System Invention, 2018, pp. 1038-1041. 

  39. Jeong, K. Y., "Conceptual Frame for Development of Optimized Simulationbased Scheduling systems", Expert Systems with Applications, Vol. 18, No. 4, 2000, pp. 299-306. 

    상세보기 crossref

  40. Jilcha, K., Berhan, E., and Sherif, H., "Workers and Machine Performance Modeling in Manufacturing System using Arena Simulation", Journal of Computer Science and Systems Biology, Vol. 8, No. 4, 2015, pp. 185-190. 

  41. Jiang, X. Y., Chen, P., and Zheng, R., "Study of Modeling and Simulation of Flexsim-based Inventory Management System", In 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, 2010, pp. 1591-1594. 

  42. Jing, W., "Simulation Research on Jingdong Orders System Based on FlexSim", International Journal of Multimedia and Ubiquitous Engineering, Vol. 11, No. 6, 2016, pp. 389-396. 

    상세보기

  43. Kaczmar, I., "Cost Optimization of Blend Preparation with the Use of the Flexsim Environment", Agricultural Engineering, Vol. 4, No. 156, 2015, pp. 51-60. 

  44. Kadri, F., Chaabane, S., and Tahon, C., "A Simulation-based Decision Support System to Prevent and Predict Strain Situations in Emergency Department Systems", Simulation Modeling Practice and Theory, Vol. 42, 2014, pp. 32-52. 

    상세보기 crossref

  45. Kesek, M., Adamczyk, A., and Klas, M., "Computer Simulation of the Operation of a Longwall Complex Using the Process Flow Concept of FlexSim Software", In International Conference on Intelligent Systems in Production Engineering and Maintenance, 2018, pp. 97-106. 

  46. Kim, J. W., and Ha, S. H., "Consecutive Staffing Solution using Simulation in the Contact Center", Industrial Management and Data Systems, Vol. 110, No. 5, 2010, pp. 718-730. 

    상세보기 crossref

  47. Kim, J. W., and Park, S. C., "Outsourcing Strategy in Two-stage Call Centers", Computers and Operations Research, Vol. 37, No. 4, 2010, pp. 790-805. 

    상세보기 crossref

  48. King, C. B., "Taylor II Manufacturing Simulation Software", In 1996 Winter Simulation Conference, 1996, pp. 569-573. 

  49. Kleijnen, J. P., and Wan, J., "Optimization of Simulated Systems: OptQuest and Alternatives", Simulation Modeling Practice and Theory, Vol. 15, No. 3, 2007, pp. 354-362. 

    상세보기 crossref

  50. Klingstam, P., and Gullander, P., "Overview of Simulation Tools for Computer-Aided Production Engineering", Computers in Industry, Vol. 38, No. 2, 1999, pp. 173-186. 

    상세보기 crossref

  51. Krenczyk, D., Kempa, W. M., KAlinowski, K., Grabowik, C., and Paprocka, I., "Production Planning and Scheduling with Material Handling using Modelling and Simulation", In MATEC Web of Conferences, Vol. 112, 2017, p. 09015. 

  52. Krishna, L. S. R., Saketh, T. S., and Kumar, M. S. A., "A Simulation based Approach for Studying the Effect of Buffers on the Performance of an FMS", International Journal of Engineering Science Invention, Vol. 4, No. 1, 2015, pp. 5-9. 

  53. Kumar, B. S., Raju, G. J., and Janardhana, G. R., "Simulation Modeling and Analysis of Flexible Manufacturing Systems with Flexsim Software", Research Journal of Engineering and Technology, Vol. 9, No. 1, 2018, pp. 85-89. 

    crossref

  54. Kumar, B. S., Mahesh, V., and Kumar, B. S., "Modeling and Analysis of Flexible Manufacturing System with FlexSim", International Journal of Computational Engineering Research, Vol. 5, No. 10, 2015, pp. 1-6. 

  55. Kumar, M. V., Sanjeev, G., Amarnath, K., and Krishna, S. V., "Performance Evaluation of an FMS with Alternative Machines using Flexsim Simulation Software", In International Journal of Engineering and Management Research, Vol. 6, No. 4, 2016, pp. 406-413. 

  56. Kwok, P. K., Chan, B. K., and Lau, H. Y., "A Virtual Collaborative Simulation-based Training System", In 10th ACM International Conference on Computer Modeling and Simulation, 2018, pp. 258-264. 

  57. Law, A., Simulation Modeling and Analysis, McGraw-Hill, 2007. 

  58. Law, A., "A Tutorial on How to Select Simulation Input Probability Distributions", In 2013 Winter Simulation Conference, 2013, pp. 306-320. 

  59. Law, A., and McComas, M. G., "Expert Fit: How the ExpertFit Distribution-fitting Package Can Make Your Simulation Models More Valid", In 2000 Winter Simulation Conference, 2000, pp. 253-258. 

  60. Lee, J., Bagheri, B., and Kao, H. A., "A Cyber-Physical Systems Architecture for Industry 4.0-based Manufacturing Systems", Manufacturing Letters, Vol. 3, 2015, pp. 18-23. 

    상세보기 crossref

  61. Li, X. M., "Layout Analysis and Design of the Spindle Box Processing Workshop", In Proceedings of the 23rd International Conference on Industrial Engineering and Engineering Management, 2017, pp. 177-180. 

  62. Lin, J. T., Shih, P. H., Huang, E., and Chiu, C. C., "Airport Baggage Handling system Simulation Modeling using SysML", In Industrial Engineering and Operations Management, 2015, pp. 1-10. 

  63. Liu, A. J., Yang, Y., Liang, X. D., Zhu, M. H., and Yao, H., "Dynamic Reentrant Scheduling Simulation for Assembly and Test Production Line in Semiconductor Industry", In Advanced Materials Research, Vol. 97, 2010, pp. 2418-2422. 

    상세보기

  64. Lohtander, M., Ahonen, N., Lanz, M., Ratava, J., and Kaakkunen, J., "Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin", Procedia Manufacturing, Vol. 25, 2018a, pp. 55-61. 

    상세보기 crossref

  65. Lohtander, M., Garcia, E., Lanz, M., Volotinen, J., Ratava, J., and Kaakkunen, J., "MicroManufacturing Unit - Creating Digital Twin Objects with Coommon Engineering Software", Procedia Manufacturing, Vol. 17, 2018b, pp. 468-475. 

    상세보기 crossref

  66. Manupati, V. K., Xavior, M. A., Chandra, A., and Ahsan, M., "Workload Assessment for a Sustainable Manufacturing Paradigm Using Social Network Analysis Method", In Knowledge Computing and Its Applications, 2018, pp. 99-108. 

  67. Min, H., and Yang, Q., "Study on Modeling and Simulation of Production Logistics System Based on Flexsim", Academic Journal of Manufacturing Engineering, Vol. 16, No. 2, 2018, pp. 149-156. 

  68. Mosterman, P. J., and Zander, J., "Industry 4.0 as a Cyber-Physical System Study", Software and Systems Modeling, Vol. 15, No. 1, 2016, pp. 17-29. 

    상세보기 crossref

  69. Mula, J., Poler, R., Garcia-Sabater, J. P., and Lario, F. C., "Models for Production Planning under Uncertainty: A Review", International Journal of Production Economics, Vol. 103, No. 1, 2006, pp. 271-285. 

    상세보기 crossref

  70. Murphy, C. A., and Perera, T., "The Definition of Simulation and Its Role within an Aerospace Company". Simulation Practice and Theory, Vol. 9, No. 6-8, 2001, pp. 273-291. 

  71. Opacic, L., Sowlati, T., and Mobini, M., "Design and Development of a Simulation-based Decision Support Tool to Improve the Production Process at an Engineered Wood Products Mill", International Journal of Production Economics, Vol. 199, 2018, pp. 209-219. 

    상세보기 crossref

  72. Pan, J. C. H., and Wu, M. H., "A Study of Storage Assignment Problem for an Order Picking Line in a Pick-and-Pass Warehousing System", Computers & Industrial Engineering, Vol. 57, No. 1, 2009, pp. 261-268. 

    상세보기 crossref

  73. Pawlewski, P., and Hoffa, P., "Optimization of Cross-docking Terminal using Flexsim/ Optquest: Case Study", In 2014 Winter Simulation Conference, 2014, pp. 2013-2024. 

  74. Pawlewski, P., and Kluska, K., "Using DES/ABS Approach to Model and Simulate Bus Assembling Process", In International Conference on Practical Applications of Agents and Multi-Agent Systems, 2016, pp. 110-121. 

  75. Pawlewski, P., Rejmicz, K., Stasiak, K., and Pieprz, M., "Just in Sequence Delivery Improvement based on Flexsim Simulation Experiment", In 2012 Winter Simulation Conference, 2012, pp. 1-12. 

  76. Pedgen, C. D., "SIMIO: A New Simulation System based on Intelligent Objects", In 2007 Winter Simulation Conference, 2007, pp. 2293-2300. 

  77. Peng, J., "Optimal Allocation in Automatic Storage & Retrieval System Based on Flexsim Simulation", In Internet Technology and Applications, 2010, pp. 1-5. 

  78. Pongjetanapong, K., O'Sullivan, M., Walker, C., and Furian, N., "Implementing Complex Task Allocation in a Cytoogy Lab via HCCM using FlexSim HC", Simulation Modeling Practice and Theory, Vol. 86, 2018, pp. 139-154. 

    상세보기 crossref

  79. Raybourn, E. M., "Applying Simulation Experience Design Methods to Creating Serious Game-based Adaptive Training Systems", Interacting with Computers, Vol. 19, No. 2, 2007, pp. 206-214. 

    상세보기 crossref

  80. Roberts, S. D., and Pedgen, D., "The History of Simulation Modeling", In 2017 Winter Simulation Conference, 2017, pp. 308-323. 

  81. Robinson, S., Brooks, R., Kotiadis, K., and Van Der Zee, D. J., "Conceptual Modeling for Discrete-Event Simulation", CRC Press, 2010, pp. 527. 

  82. Rong, Z., Wen-gao, W., Zhen-zhen, J., and Xiu-ming, M. A., "Research and Simulation on Flow-Shop Scheduling Problem Based on Improved Genetic Algorithm", In Computer Science & Education (ICCSE), 2012, pp. 916-919. 

  83. Ross, S. M., Introduction to Probability Models (11th edition), Elsevier, 2015. 

  84. Samaranayake, P., Kiridena, S. B., and Cai, D., "Planning and Scheduling Across The Supply Chain: Simulation-Based Validation of The Unitary Structuring Technique", In Industrial Engineering and Engineering Management (IEEM), 2014, pp. 1275-1279. 

  85. Samuelson, D. A., and Macal, C. M, "Agent-Based Simulation Comes of Age", OR/MS Today, Vol. 33, No. 4, 2006, pp. 34-38. 

    상세보기

  86. Schlenvogt, G. J., Barnaby, H. J., Wilkinson, J., Morrison, S., and Tyler, L., "Simulation of TID Effects in a High Voltage Ring Oscillator", IEEE transactions on nuclear science, Vol. 60, No. 6, 2013, pp. 4547-4554. 

    상세보기 crossref

  87. Schriber, T. J., Simulation using GPSS, John Wiley and Sons, 1974. 

  88. Selvaraj, N., "Application of Simulation Model for Distributed Scheduling Problems in FMS", In Proceedings of the World Congress on Engineering, Vol. 1, 2011. 

  89. Sharma, P., "Discrete-Event Simulation", International Journal of Scientific & Technology Research, Vol. 4, No. 04, 2015, pp. 136-140. 

  90. Shortle, J. F., Thompson, J. M., Gross, D., and Harris, C. M., Fundamentals of Queueing Theory, John Wiley and Sons, 2018. 

  91. Song, Y., and Wei, Y., "Simulation and Optimization of Medicine Service System Based on Random Service System", Modern Clinical Medicine Research, Vol. 2, No. 1, 2018, pp. 1-6. 

    crossref

  92. Stadnicka, D., Antonelli, D., and Bruno, G., "Work Sequence Analysis and Computer Simulations of Value Flow and Workers' Relocations: A Case Study", Procedia CIRP, Vol. 62, 2017, pp. 159-164. 

    상세보기 crossref

  93. Stevenson, W. J., Operations Management (12th edition), McGraw-Hill, 2017. 

  94. Sun, H., Yu, H., Nie, Q., Wang, M., and Yan, Y., "Design of AGV 3D Real-time Simulation Control System Based on Wireless Network", International Journal of Systems Engineering, Vol. 2, No. 1, 2018, pp. 15-20. 

    crossref

  95. Tang, X. Y., Yang, L. L., Zhang, J. J., Shi, J., and Chen, L. C., "Research on AS/RS Simulation Based on FlexSim", In Applied Mechanics and Materials, Vol. 347, 2013, pp. 406-410. 

    상세보기

  96. Tokgoz, E., "Industrial Engineering and Simulation Experience Using Flexsim Software", Computers in Education Journal, Vol. 8, No. 4, 2017, pp. 1-6. 

  97. Varga, A., "Discrete Event Simulation System", In European Simulation Multiconference (ESM'2001), 2001. 

  98. Vieira, A., Dias, L., Santos, M., Pereira, G., and Oliveira, J. A., "Setting an Industry 4.0 Research and Development Agenda for Simulation - A Literature Review", International Journal of Simulation Modelling, Vol. 17, No. 3, 2018, pp. 377-390. 

    상세보기 crossref

  99. Vieira, A., Dias, L., Pereira, G., and Oliveira, J. A., "Comparison of SIMIO and ARENA simulation tools", In 12th Annual Industrial Simulation Conference, 2014, pp. 5-13. 

  100. Wang, Y. R., and Chen, A. N., "Production Logistics Simulation and Optimization of Industrial Enterprise based on Flexsim", International Journal of Simulation Modeling, Vol. 15, No. 4, 2016, pp. 732-741. 

    crossref

  101. Wu, Z., "Simulation and Modeling of LED Manufacturing Process Based on FlexSim", Artificial Intelligence Management Science and Electronic Commerce, 2011, pp. 627-630. 

  102. Xu, X., and Xiong, H., "Research on AS/RS Simulation Modeling and Evaluating Based on FlexSim Software", In Wireless Communications, Networking and Mobile Computing, 2007, pp. 4375-4378. 

  103. Yan, B., and Lee, D.. "AS/RS Simulation and Optimization Based on Flexsim", In Intelligent Systems and Applications, 2009, pp. 1-4. 

  104. Yan, J., and Jiang, P., "The Application of Simulation Technology in Distribution Center", Applied Mechanics and Materials, Vol. 865, 2017, pp. 675-680. 

    상세보기 crossref

  105. Yao, L., and Zhu, W., "Visual Simulation Framework of Iron and Steel Production Scheduling Based on FlexSim", In Bio-Inspired Computing: Theories and Applications (BIC-TA), 2010, pp. 54-58. 

  106. Yu, S., Lv, R., Zheng, B., and Chai, T., "Simulation System for Logistics in Steelmaking Process Based on FlexSim", In Control and Decision Conference, 2009, pp. 3741-3746. 

  107. Zhang, F., and Tian, C., "Study on Modeling and Simulation of Logistics Sorting System Based on Flexsim", In 2017 IEEE International Conference on Computer Network, Electronic and Automation, 2017, pp. 504-506. 

  108. Zhang, J., and Li, X., "Study on The Simulation of Automobile Mixed-Model Assembly Lines Based on Flexsim Platform", In ICLEM 2010: Logistics For Sustained Economic Development: Infrastructure, Information, Integration, 2010, pp. 1769-1776. 

  109. Zhang, Q., Zhang, X., Xu, W., Liu, A., Zhou, Z., and Pham, D. T., "Modeling of Digital Twin Workshop Based on Perception Data", In International Conference on Intelligent Robotics and Applications, 2017, pp. 3-14. 

  110. Zhang, R., Ong, S. K., and Nee, A. Y., "A Simulation-based Genetic Algorithm Approach for Remanufacturing Process Planning and Scheduling", Applied Soft Computing, Vol. 37, 2015, pp. 521-532. 

    상세보기 crossref

  111. Zhou, G., and Chen, W., "Optimization and Simulation of Storage Location Assignment in AS/RS Based on FlexSim", In Logistics Engineering and Intelligent Transportation Systems, 2010, pp. 1-4. 

  112. Zhou, G., and Mao, L., "Design and Simulation of Storage Location Optimization Module in AS/RS Based on FlexSim", International Journal of Intelligent Systems and Applications, Vol. 2, No. 2, 2010, pp. 33-40. 

    상세보기 crossref

  113. Zhou, J., Zhao, C. Y., Liu, Z. Q., Yang, Y., and Li, J. F., "Operation Optimization of Storage and Retrieval for Stackers in AS/RS of Raw Tobacco Material", Computer Integrated Manufacturing Systems, Vol. 15, No. 4, 2009, pp. 772-776. 

  114. Zhu, X., Zhang, R. Chu, F., He, Z., and Li, J., "A Flexsim-based Optimization for the Operation Process of Cold-chain Logistics Distribution Centre", Journal of Applied Research and Technology, Vol. 12, No. 2, 2014, pp. 270-288. 

    상세보기 crossref

  115. Zhu, Y., Zhou, G., and Mao, L., "Design of Intelligent Decision Module for Storage Location Assignment in AS/RS", In ICCTP : Critical Issues In Transportation Systems Planning, Development, and Management, 2009, pp. 1-6. 

  116. 3D warehouse : http://3dwarehouse.sketchup.com 

  117. Capterra : http://www.capterra.com 

  118. FlexSim Software Products, Inc. : http://www.flexsim.com 

저자의 다른 논문 :

LOADING...

관련 콘텐츠

저작권 관리 안내
섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로