• Title/Summary/Keyword: Integration of process planning and scheduling

Search Result 27, Processing Time 0.026 seconds

A Genetic Algorithm for Integration of Process Planning and Scheduling in a Job Shop (Job Shop 통합 일정계획을 위한 유전 알고리즘)

  • Park, Byung-Joo;Choi, Hyung-Rim;Kang, Moo-Hong
    • Journal of the Korean Operations Research and Management Science Society
    • /
    • v.30 no.3
    • /
    • pp.55-65
    • /
    • 2005
  • In recent manufacturing systems, most jobs may have several process plans, such as alternative sequence of operations, alternative machine etc. A few researches have addressed the necessity for the integration of process planning and scheduling function for efficient use of manufacturing resources. But the integration problem is very difficult and complex. Many prior researches considered them separately or sequentially. It introduces overlapping or partial duplications in solution efforts. In this paper, Integration problem of jobs with multiple process plans in a job shop environment Is addressed. In order to achieve an efficient integration between process planning and scheduling by taking advantage of the flexibility that alternative process plans offer, we designed GA(Genetic Algorithm)-based scheduling method. The performance of proposed GA is evaluated through comparing integrated scheduling with separated scheduling in real world company with alternative machines and sequences of operations. Also, a couple of benchmark problems are used to evaluate performance. The integrated scheduling method in this research can be effectively epplied to the real case.

Integration of process planning and scheduling using simulation based genetic algorithms

  • Min, Sung-Han;Lee, Hong-Chul
    • Proceedings of the Korea Society for Simulation Conference
    • /
    • 1998.10a
    • /
    • pp.199-203
    • /
    • 1998
  • Process planning and scheduling are traditionally regarded as separate tasks performed sequentially. But if two tasks are performed concurrently, greater performance can be achieved. In this study, we propose new approach to integration of process planning and scheduling. We propose new process planning combinations selection method using simulation based genetic algorithms. Computational experiments show that proposed method yield better performance when compared with existing methods.

  • PDF

A Process-net based System for the Integration of Process Planning and Operation Scheduling (동정 네트 모델에 의한 공정 계획과 일정 계획의 통합)

  • 박지형;강민형;노형민
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1997.04a
    • /
    • pp.445-449
    • /
    • 1997
  • In order to provide a manufacturing system with efficiency and flexibility to cope with the changes in shop floor status, the integration of process planning and operations scheduling is required. In this paper,an integrated system of process planning and operations scheduling based on the concept of process net model is presented. The process net model includes the alternative process plans. The integrated system is applied for prismatic parts.

  • PDF

Integration of Process Planning and Operations Scheduling by Process Net Model and Genetic Algorithm (공정 네트 모델과 유전 알고리즘에 의한 공정 계획과 일정 계획의 통합)

  • 박지형;강민형;노형민
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.15 no.3
    • /
    • pp.82-87
    • /
    • 1998
  • In order to provide a manufacturing system with efficiency and flexibility to cope with the changes in shop floor status, the integration of process planning and operations scheduling is required. In this paper, an integrated system of process planning and operations scheduling based on the concept of process net model and genetic algorithm is suggested. The process net model includes the alternative process plans. The integrated system is applied for prismatic parts.

  • PDF

The Integration of FMS Process Planning and Scheduling Using an Asymmetric Multileveled Symbiotic Evolutionary Algorithm (비대칭형 다계층 공생 진화알고리듬을 이용한 FMS 공정계획과 일정계획의 통합)

  • Kim, Yeo Keun;Kim, Jae Yun;Shin, Kyoung Seok
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.30 no.2
    • /
    • pp.130-145
    • /
    • 2004
  • This paper addresses the integrated problem of process planning and scheduling in FMS (Flexible Manufacturing System). The integration of process planning and scheduling is important for an efficient utilization of manufacturing resources. In this paper, a new method using an artificial intelligent search technique, called asymmetric multileveled symbiotic evolutionary algorithm, is presented to handle the two functions at the same time. Efficient genetic representations and operator schemes are considered. While designing the schemes, we take into account the features specific to each of process planning and scheduling problems. The performance of the proposed algorithm is compared with those of a traditional hierarchical approach and existing evolutionary algorithms. The experimental results show that the proposed algorithm outperforms the compared algorithms.

An integrated framwork for a cellular manufacturing system (셀 생산 시스템의 통합 구조)

  • 이노성;임춘우
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1997.10a
    • /
    • pp.89-92
    • /
    • 1997
  • The objective of this paper is to provide an alternative framework for the integration of process planning and scheduling in cellular manufacturing. The concept of an integrated cellular manufacturing system is defined and the system architecture is presented. In an integrated cellular manufacturing system, there are three modules : the process planning module, the manufacturing-cell design module, and the cell-scheduling module. For each module, the tasks and their activities are explained.

  • PDF

A Virtual Manufacturing System the Integration of Process Planning and Scheduling (공정계획 및 일정계획 통합을 위한 가상 생산 시스템)

  • Park, Ji-Hyung;Yum, Ki-Won
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.16 no.1 s.94
    • /
    • pp.161-166
    • /
    • 1999
  • Virtual Manufacturing System(VMS) is a computer model that represents the precise and whole structure of manufacturing systems and simulates their physical and logical behavior in operation. In this paper, a real time simulation for the virtual factory is proposed to integrate a process planning with scheduling under distributed environments. In order to communicate the information under distributed environments, we use a server/client concept using socket program and internet.

  • PDF

A Study on Integration of Process Planning and Scheduling Using AND/OR Graph (AND/OR 그래프를 이용한 공정계획과 일정계획의 통합에 관한 연구)

  • Kim, Ki-Dong;Jeong, Han-Il;Chung, Dae-Young;Park, Jin-Woo
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.23 no.2
    • /
    • pp.323-341
    • /
    • 1997
  • Traditionally, the Process Planning problems and the Scheduling problems have been considered as independent ones. However, we can take much advantages by solving the two problems simultaneously. In this paper, we deal with the enlarged problem that takes into account both the process planning and the scheduling problems. And we present a solution algorithm for the problem assuming that the given process plan data is represented by AND/OR graph. A mathematical model(mixed ILP model) whose objective is the minimization of the makespan, is formulated. We found that we can get the optimal solutions of the small-size problems within reasonable time limits, but not the large-size problems. So we devised an algorithm based on the decomposition strategy to solve the large-scale problems (realistic problems) within practical time limits.

  • PDF

A Model for Integration of Process Planning and Scheduling with Outsourcing in Manufacturing Supply Chain (생산공급사슬에서의 아웃소싱을 고려한 공정계획 및 일정계획의 통합을 위한 모델)

  • Jeong, Chan-Seok;Lee, Young-Hae;Moon, Chi-Ung
    • IE interfaces
    • /
    • v.13 no.3
    • /
    • pp.512-520
    • /
    • 2000
  • An integrated process planning and scheduling model considering outsourcing in manufacturing supply chain is proposed in this paper. The process planning and scheduling considering outsourcing are actually interrelated and should be solved simultaneously. The proposed model considers the alternative process plans for job types, precedence constraints of job operations, due date of production, transportation time and production information for outsourcing. The integrated states include:(1) Operations sequencing, (2) Machine selection, (3) Scheduling with outsourcing under the due date. To solve the model, a heuristic approach based on genetic algorithm(GA) is developed. The proposed approach minimizes the makespan considering outsourcing and shows the best operation-sequences and schedule of all jobs.

  • PDF

USING GIS TO IMPROVE ROADWAY CONSTRUCTION PLANNING

  • Sanghyeok Kang;Jongwon Seo
    • International conference on construction engineering and project management
    • /
    • 2005.10a
    • /
    • pp.643-648
    • /
    • 2005
  • The planning process for roadway construction involves a large amount of information on design, construction methods, quantities, unit costs, production rates, and site conditions. Therefore, it is very important to acquire, manage, and process the necessary information efficiently to produce a rigorous construction plan. GIS (Geographic Information System) is a very effective tool for integrating and managing various types of information including spatial and non-spatial data required for roadway construction planning. This paper proposes a GIS-based system for improving roadway construction planning with its 'Interactive Space Scheduling' and 'Operation Level Planning' functions. The proposed system can assist construction planners in a unique way by integrating design and construction information and creating modularized design elements for space scheduling in real time. It is expected that the proposed system could improve the efficiency of roadway construction planning.

  • PDF