• Title/Summary/Keyword: 다중 공정 계획

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A Study on Real-Time Planning System in Multi Progress Planning Environment (다중 공정 계획 환경하의 실시간 계획 반영 시스템에 관한 연구)

  • Lee, Dae-Hyung;Kim, Young-Sup;Kim, Jung-Hoon
    • Journal of the Society of Naval Architects of Korea
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    • v.45 no.5
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    • pp.547-553
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    • 2008
  • Multi Progress Planning System problem in a multi-stage manufacturing system have a complexity and peculiarity different from other kinds of production system. World leading company has invested much cost and effort into a Real-Time Planning System and intelligent manufacturing field to obtain their own competitiveness. Especially Real-Time Planning System for ship production process as a part of intelligence for a shipyard. Real-Time Planning System, simulation based system, or virtual manufacturing system is an approach to achieve a such goal. It is expected that the Real-Time Planning System will contribute to the improvement of the productivity in working process at a shipyard. Also, This Real-Time Planning System will optimize the entire shipbuilding process in a multi progress planning environment for the delivery.

Development of Manufacturing Planning for Multi Modular Construction Project based on Genetic-Algorithm (유전자 알고리즘 기반 다중 모듈러 건축 프로젝트 수행 시 모듈러 유닛 공장생산계획수립 모델 개발)

  • Kim, Minjung;Park, Moonseo;Lee, Hyun-soo;Lee, Jeonghoon;Lee, Kwang-Pyo
    • Korean Journal of Construction Engineering and Management
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    • v.16 no.5
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    • pp.54-64
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    • 2015
  • The modular construction has several advantages such as high quality of product, safe work condition and short construction duration. The manufacturing planning of modular construction should consider time frame of manufacturing, transport and erection process with limited resources (e.g., modular units, transporter and workers). The manufacturing planning of multi modular construction project manages the modular construction's characteristics and diversity of projects, as a type of modular unit, modular unit quantities, and date for delivery. However, current modular manufacturing planning techniques are weak in dealing with resource interactions and each project requirement in multi modular construction project environments. Inefficient allocation of resources during multi modular construction project may cause delays and cost overruns to construction operation. In this circumstance, this research suggest a manufacturing planning model for schedule optimization of multi project of modular construction, using genetic algorithm as one of the powerful method for schedule optimization with multiple constrained resources. Comparing to the result of the existed schedule of case study, setting optimized scheduling for multi project decrease the total factory producing schedule. By using proposed optimization tool, efficient allocation of resource and saving project time is expected.

Earthwork Planning via Reinforcement Learning with Heterogeneous Construction Equipment (강화학습을 이용한 이종 장비 토목 공정 계획)

  • Ji, Min-Gi;Park, Jun-Keon;Kim, Do-Hyeong;Jung, Yo-Han;Park, Jin-Kyoo;Moon, Il-Chul
    • Journal of the Korea Society for Simulation
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    • v.27 no.1
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    • pp.1-13
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    • 2018
  • Earthwork planning is one of the critical issues in a construction process management. For the construction process management, there are some different approaches such as optimizing construction with either mathematical methodologies or heuristics with simulations. This paper propose a simulated earthwork scenario and an optimal path for the simulation using a reinforcement learning. For reinforcement learning, we use two different Markov decision process, or MDP, formulations with interacting excavator agent and truck agent, sequenced learning, and independent learning. The simulation result shows that two different formulations can reach the optimal planning for a simulated earthwork scenario. This planning could be a basis for an automatic construction management.

Decision Tree based Scheduling for Static and Dynamic Flexible Job Shops with Multiple Process Plans (다중 공정계획을 가지는 정적/동적 유연 개별공정에 대한 의사결정 나무 기반 스케줄링)

  • Yu, Jae-Min;Doh, Hyoung-Ho;Kwon, Yong-Ju;Shin, Jeong-Hoon;Kim, Hyung-Won;Nam, Sung-Ho;Lee, Dong-Ho
    • Journal of the Korean Society for Precision Engineering
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    • v.32 no.1
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    • pp.25-37
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    • 2015
  • This paper suggests a decision tree based approach for flexible job shop scheduling with multiple process plans. The problem is to determine the operation/machine pairs and the sequence of the jobs assigned to each machine. Two decision tree based scheduling mechanisms are developed for static and dynamic flexible job shops. In the static case, all jobs are given in advance and the decision tree is used to select a priority dispatching rule to process all the jobs. Also, in the dynamic case, the jobs arrive over time and the decision tree, updated regularly, is used to select a priority rule in real-time according to a rescheduling strategy. The two decision tree based mechanisms were applied to a flexible job shop case with reconfigurable manufacturing cells and a conventional job shop, and the results are reported for various system performance measures.

Development of Scheduling and Operation system for multi-manufacturing line of the assembly parts (조립부품 다중 제작라인의 일정계획 및 운영 시스템 개발)

  • Lee, Sang-Hyeop;Min, Sang-Gyu;Lee, Byeong-Yeol;Ha, Jae-Tae;Lee, Won-Tae;Jo, Jeong-Ho
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2005.05a
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    • pp.425-428
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    • 2005
  • 본 연구는 건설장비 차량 조립부품을 제작하는 가공공장의 계획 및 운영 시스템 개발에 대한 내용이다. 연구의 대상은 건설장비 차량인 굴삭기, 휠로더, 지게차의 조립부품을 제작하는 공장으로 제작품별 제작라인이 구성되어 있다. 그리고 각 제작라인에는 여러 개의 공정이 있으며, 일부 공정은 작업자에 의해 작업이 이루어지고, 용접 및 가공 등은 자동화된 장비 및 설비에 의해 작업이 된다. 가공공장에서 관리 및 운영의 주요 관점은 이후 공정인 조립공장의 조립 착수일에 늦지 않게 제작된 부품을 공급하는 것이다. 그리고 공장 자체적으로 제작라인 내의 재공재고 감소, 작업일간 작업부하평준화, 자동화 장비 및 설비의 효율 극대화 등이 공장의 주요 관리 사항이다. 따라서 본 연구에서는 가공공장에서 제작되는 조립부품의 납기일 준수, 재고 감소, 부하 평준화, 장비효율의 극대화를 위해 공장을 체계적으로 관리하기 위한 계획 및 운영 시스템을 개발하였다. 개발시스템에는 제작라인별 제작 착수 및 자재발주${\cdot}$입고 관리, 공정별 실적관리, 실시간 작업 진행 관리, 용접 불량 관리 기능 등이 있다. 시스템은 MSSQL 서버, 오라클과 Visual Basic, Visual C# ASP로 개발되었다.

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Material Planning Model for Multi-Project Management in Medium-sized Construction Companies (중견건설업체의 다중현장관리를 위한 자재소요계획모델)

  • Jung Sung-Lim;Han Ju-Yeon;Kim Kyung-Rai;Shin Dong-Woo
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.598-601
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    • 2003
  • As the scale of construction work is enlarged, complicated and diversified, construction information from the large number of construction sites is happened and reported to the head office. To control much information generated in construction sites simultaneously, the necessity of supporting system which can extract necessary information is increased. However, compare with large companies, medium-sized companies's organization of head office and management system is weak, so it's difficult to manage multi-projects. Among these site managements, resource management is an important management area. But, resource planning is based on experience and judgement and have not associated with schedule information. So when schedule if changed, the plan must be amended manually. This study investigates material-planning model for multi-project management which is connected with daily report system and scheduling software.

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Material Planning Model for Multi-Project Management in Medium-sized Construction Companies (중견건설업체의 다중현장관리를 위한 자재조달계획 지원 모델)

  • Jung Sung-Lim;Han Ju-Yeon;Kim Kyung-Rai;Shin Dong-Woo
    • Korean Journal of Construction Engineering and Management
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    • v.5 no.2 s.18
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    • pp.106-114
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    • 2004
  • As the scale of construction work is enlarged, complicated and diversified, much construction information from the large number of construction sites is generated and reported to the head office. To control much information generated in construction sites simultaneously, the necessity of supporting system which could extract necessary information is increased. However, comparing with those of large companies, medium-sized companies's organization of head office and management system are weak. So it's difficult to manage multi-projects. Among these site managements, resource management is an important management area. But, resource planning is based on experience and judgement and has not associated with schedule information. So when schedule is changed, the plan must be amended manually. This study investigates material-planning model for multi-project management which is connected with daily report system and scheduling software.