期刊文献+

知识化制造单元的建模、控制与仿真 被引量:4

MODELING, CONTROL AND SIMULATION OF KNOWLEDGEABLE MANUFACTURING CELL
下载PDF
导出
摘要 为了解决多Agent(智能体)多工件的知识化制造单元的任务控制问题,提出一种新的矩阵自动机模型对知识化制造单元进行建模。该模型具有结构化的特点,并能够分析制造单元运行的动态性能。用随机动态规划的方法求取自动机的控制策略,并给出知识化制造单元运行的仿真方法和程序。仿真结果表明,数学模型和任务控制策略是可行和有效的。 In order to solve the task control problems existing in the knowledgeable manufacturing cell (KMC) with multi-agent and multi-workpiece, a new matrix-antomaton is proposed to model the KMC. The automaton is of structured property and can be used to analyze the dynamic performance of KMC. The stochastic dynamic programming is used to derive the optimal task control strategy of the automaton, and a simulation method and program are proposed to simulate the running of the KMC. Also the simulation results indicate that the mathematic model and the control strategy are feasible and effective.
作者 董昊 严洪森
出处 《机械工程学报》 EI CAS CSCD 北大核心 2006年第8期23-34,共12页 Journal of Mechanical Engineering
基金 国家自然科学基金(60574062 50475075) 高等学校博士学科点专项科研基金(20040286012)
关键词 知识化制造单元 矩阵自动机 随机动态规划 控制策略 仿真 Knowledgeable manufacturing cell Matrix-automaton Stochastic dynamic programming Control strategy Simulation
  • 相关文献

参考文献14

二级参考文献30

  • 1Yan Hongsen. Hierarchical stochastic production planning with delay interaction [J]. J of Optimization Theory and Applications, 2000,104(3):659-689.
  • 2Lasserre J B. An integrated model for job-shop planning and scheduling[J]. Management Science, 1992, 38(8):1201-1211.
  • 3Anwar M F,Nagi R. Integrated lotsizing and scheduling for just-in-time production of complex assemblies with finite set-up[J].Int J of Production Research,1997,35(5):1447-1470.
  • 4Haase K, Kimms A. Lot sizing and scheduling with sequence-dependent setup costs and times and efficient rescheduling opportunities [J ]. Int J Production Economics, 2000, 66(2): 159-169.
  • 5Kimms A. A genetic algorithm for multi-level, multimachine lot sizing and scheduling [J]. Computers & Operations Research, 1999, 26(8): 829-848.
  • 6Knosala R, Wal T. A production scheduling problem using genetic algorithm[J]. J of Materials Processing Technology, 2001, 109(1-2): 90-95.
  • 7Cheng Runwei, Gen Mitsuo, Tsujimura Yasuhiro. A tutorial survey of job-shop scheduling problems using genetic algorithms--Part II: Hybrid genetic search strategies [J]. Computers & Industrial Engineering,1999. 36(2):343-364.
  • 8Li Y, Ip W H, Wang D W. Genetic algorithm approach to earliness and tardiness production scheduling and planning problem [J]. Int. J Production Economics,1998, 54(1): 65-76.
  • 9SCHREIBER G, et al. Knowledge engineering and management: the common KADS methodology [M]. Cambridge,Massachusetts, London, England:The MIT Press, 2000.
  • 10崔亚军,1991年

共引文献70

同被引文献36

  • 1徐刚,吴智铭.制造系统中的死锁问题[J].系统工程理论与实践,2004,24(4):106-111. 被引量:5
  • 2徐刚,吴智铭.考虑缓冲区的自动生产单元的无死锁调度策略[J].控制理论与应用,2005,22(2):229-236. 被引量:2
  • 3董昊,严洪森.知识化制造单元的动态任务控制策略[J].计算机集成制造系统,2005,11(4):548-554. 被引量:2
  • 4赵刚,江平宇.面向大规模定制生产的e-陶制造单元标层解分析优化规划模型[J].机械工程学报,2007,43(2):178-185. 被引量:12
  • 5Yan H S. A new complicated-knowledge representation approach based on knowledge meshes[J]. IEEE Transactions on Knowledge and Data Engineering, 2006, 18(1): 4742.
  • 6Aytug H, Lawley M A, Mckay K, et al. Executing production schedules in the face of uncertainties: A review and some future directions[J]. European Journal of Operational Research, 2005, 161(1): 86 -110.
  • 7Kenne J P, Gharbi A. A simulation optimization based control policy for failzre prone one-machine, two-product manufacturing systems[J]. Computers and Industrial Engineering, 2004, 46(2): 285-293.
  • 8Song D P, Sun Y X. Optimal control structure of an unreliable manufacturing system with random demands[J]. IEEE Transactions on Automatic Control, 1999, 44(3): 619-622.
  • 9Golmakani H R, Mills J K, Benhabib B. Deadlock-free scheduling and control of flexible manufacturing cells using automata theory[J]. IEEE Transactions on Systems, Man, and Cybernetics -- Part A, 2006, 36(2): 327-337.
  • 10Bertsekas D P. Dynamic Programming: Deterministic and Stochastic Models[M]. Englewood Cliffs: Prentice- Hall, 1987.

引证文献4

二级引证文献10

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部