面向智能生产车间的自动引导车系统仿真分析
Simulation and Analysis of Auto Guided Vehicle System in an Intelligent Production Workshop
摘要: 针对智能生产车间基于AGV的物料搬运系统的建立,确定AGV配置数量以及组合考虑缓存区容量、设施布局等问题至关重要。这类组合问题属于NP-Hard问题,往往难以求出精确解。因此本文提出了仿真优化的方法以获得问题的近优解。首先,对车间生产流程及AGV配置优化问题进行了描述;其次,基于Plant-Simulation仿真平台建立了具有MHS的智能生产车间的仿真模型;最后,通过仿真实验并对仿真结果的分析,总结了MHS最优配置方案,可为该智能车间设备配置、调度策略的制定提供决策支持。
Abstract:
For the establishment of AGV-based material handle system in intelligent production workshops, it is important to determine the number of AGV configurations and the combination of buffer capacity and facility layout. This type of combination problem is an NP-Hard problem, and it is often difficult to find an exact solution. Therefore, this paper proposes a simulation optimization method to obtain a near-optimal solution to the problem. Firstly, the workshop production process and AGV configuration optimization problem are described. Secondly, based on the Plant-Simulation simulation platform, the simulation model of the intelligent production workshop with MHS is es-tablished. Finally, through the simulation experiment and the analysis of the simulation results, the MHS is summarized. The optimal configuration scheme can provide decision support for the intelligent workshop equipment configuration and scheduling strategy formulation.
参考文献
|
[1]
|
吕铁, 韩娜. 智能制造: 全球趋势与中国战略[J]. 人民论坛-学术前沿, 2015(11): 6-17.
|
|
[2]
|
Mckay, K.N. and Wiers, V.C.S. (1999) Unifying the Theory and Practice of Production Scheduling. Journal of Manufacturing System, 18, 241-255.
|
|
[3]
|
李伯虎, 张霖, 任磊, 等. 再论云制造[J]. 计算机集成制造系统, 2011, 17(3): 449-457.
|
|
[4]
|
余建军, 张定超, 周铭新. 生产调度研究综述[J]. 机械设计与制造工程, 2009, 38(17): 13-17.
|
|
[5]
|
熊锐, 吴澄. 车间生产调度问题的技术现状和发展趋势[J]. 清华大学学报(自然科学版), 1998, 38(10): 55-60.
|
|
[6]
|
王煜, 蔡临宁, 岳秀江. 物流系统的仿真研究综述[J]. 制造业自动化, 2004, 26(9): 5-8.
|