面向主体的协同产品开发过程动态仿真

李英姿, 张硕, 张晓冬, 王爱平

系统工程理论与实践 ›› 2014, Vol. 34 ›› Issue (9) : 2446-2456.

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系统工程理论与实践 ›› 2014, Vol. 34 ›› Issue (9) : 2446-2456. DOI: 10.12011/1000-6788(2014)9-2446
论文

面向主体的协同产品开发过程动态仿真

    李英姿1, 张硕1, 张晓冬1, 王爱平2
作者信息 +

Agent-oriented dynamic simulation in collaborative production development process

    LI Ying-zi1, ZHANG Shuo1, ZHANG Xiao-dong1, WANG Ai-ping2
Author information +
文章历史 +

摘要

为了研究设计人员在协同产品开发过程中的行为以及过程管理中的典型问题,首先基于复杂适应系统(complex adaptive system,CAS)和多主体系统(multi-agent system,MAS)理论建立了面向主体的协同产品开发过程动态仿真集成模型,该集成模型主要包括4大部分:设计主体,管理主体,环境对象(任务、资源和产品信息)以及动态仿真系统的功能模型.其次,介绍了动态仿真系统的 开发方法,并对仿真流程、类的封装及各主要函数的调用过程进行了详细的描述;最后,对某摩托车发动 机开发项目进行了仿真实验研究.仿真结果表明,面向主体的动态仿真能为协同产品过程管理提供科学 和量化的决策依据,同时,为该过程中人员的行为研究提供了一种新的思路.

Abstract

In order to study the behaviors of designers in collaborative production development process and the typical problems of process management, an integrated model of agent-oriented dynamic simulation based on CAS and MAS theory was set up firstly. The integrated model included 4 important parts: Designer agents, arbitration agent, environment objectives (task, resource and product information) and function model of the dynamic simulation system. Secondly, simulation system development method was introduced, and simulation process, class packaging, and functions calling process were described in detail. Lastly, the proposed method was applied on some motorcycle engine development project. The simulation results show that agent-oriented simulation can provide scientific and quantized decision basis, simultaneously, provides a new idea for behavior study of designers in the process.

关键词

主体 / 协同产品开发 / 过程管理 / 动态仿真

Key words

agent / collaborative production development / process management / dynamic simulation

引用本文

导出引用
李英姿 , 张硕 , 张晓冬 , 王爱平. 面向主体的协同产品开发过程动态仿真. 系统工程理论与实践, 2014, 34(9): 2446-2456 https://doi.org/10.12011/1000-6788(2014)9-2446
LI Ying-zi , ZHANG Shuo , ZHANG Xiao-dong , WANG Ai-ping. Agent-oriented dynamic simulation in collaborative production development process. Systems Engineering - Theory & Practice, 2014, 34(9): 2446-2456 https://doi.org/10.12011/1000-6788(2014)9-2446
中图分类号: TP391   

参考文献

[1] 袁崇义. Petri 网原理与应用[M]. 北京: 电子工业出版社, 2005. Yuan Chongyi. Theory and application of Petri net[M]. Beijing: Electronic Industry Press, 2005.
[2] Steven D, Eppinger S D. Organizing the tasks in complex design projects[C]// NSF Design and Manufacturing System Conference, USA, 1992.
[3] Lin C S, Tang X Q, Duan G H. Analysis of Petri net model and task planning heuristic algorithms for product reconfiguration[J]. High Technology Letters, 2007, 13(3): 254-260.
[4] Danilovic M, Browning T R. Managing complex product development projects with design structure matrices and domain mapping matrices[J]. International Journal of Project Management, 2007, 25: 300-314.
[5] 钱晓明, 唐敦兵, 楼佩煌. 基于DSM的产品并行开发过程仿真[J]. 南京航空航天大学学报, 2007, 39(1): 88-93. Qian Xiaoming, Tang Dunbing, Lou Peihuang. Simulation of product concurrent development process based on DSM[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2007, 39(1): 88-93.
[6] 施国强,李伯虎,柴旭东. 基于设计结构矩阵的复杂产品开发项目规划模型[J].计算机集成制造系统, 2007, 13(11): 2105-2109. Shi Guoqiang, Li Bohu, Chai Xudong. DSM-based modeling of project scheduling for complex product development[J]. Computer Integrated Manufacturing Systems, 2007, 13(11): 2105-2109.
[7] 施国强, 李伯虎, 柴旭东. 基于着色Petri网的复杂产品开发多项目调度建模研究[J]. 系统仿真学报, 2007(17): 3869-3872. Shi Guoqiang, Li Bohu, Chai Xudong. Modeling of multi-project scheduling for complex product development based on CPN[J]. Journal of System Simulation, 2007(17): 3869-3872.
[8] 杨青,吕杰峰. 基于DSM返工风险评价矩阵的项目优化与仿真[J]. 系统工程理论与实践, 2010, 30(9): 1665-1671. Yang Qing, Lü Jiefeng. Project optimization and simulation based on DSM rework risk evaluation matrix [J]. Systems Engineering——Theory & Practice, 2010, 30(9): 1665-1671.
[9] 杨青,黄建美. 基于活动重叠的DSM项目时间计算及排序优化[J]. 系统工程理论与实践, 2011, 31(3): 496-504. Yang Qing, Huang Jianmei. Project time calculation and optimization based on DSM activities overlapping[J]. Systems Engineering——Theory & Practice, 2011, 31(3): 496-504.
[10] 李洪波,徐哲. 考虑活动随机重叠和资源冲突的复杂产品开发流程仿真建模[J]. 系统工程与电子技术, 2012, 34(7): 1412-1418.Li Hongbo, Xu Zhe. Simulation modeling of complex product development process considering stochastic activities overlap and resource conflict[J]. Journal of Systems Engineering and Electronics, 2012, 34(7): 1412-1418.
[11] 陈海涛,白凤,房明民. 基于多Agent的城市应急管理通信机制研究[J]. 情报科学, 2010, 28(12): 1884-1888.Chen Haitao, Bai Feng, Fang Mingmin. Communication mechanism research of city emergency management based on multi-agent systems[J]. Information Science, 2010, 28(12): 1884-1888.
[12] 孙洁香, 潘福成, 尹作重. 基于多Agent的排产仿真系统研究[J]. 制造业自动化, 2008, 30(22): 37-42.Sun Jiexiang, Pan Fucheng, Yin Zuozhong. Research on task scheduling simulation system for multi-agent-based[J]. Manufacturing Automation, 2008, 30(22): 37-42.
[13] 陈成,薛恒新,张庆民. 基于本体与多Agent的可靠供应链网络设计模型[J]. 计算机集成制造系统, 2011, 17(1): 142-150.Chen Cheng, Xue Hengxin, Zhang Qingmin. Reliable supply chain network design model based on ontology and multi-Agent[J]. Computer Integrated Manufacturing Systems, 2011, 17(1): 142-150.
[14] 沈洁,罗建利. 基于多Agent系统的分布式知识管理研究[J]. 系统工程理论与实践, 2006, 26(1): 42-47.Shen Jie, Luo Jianli. Researches on distributed knowledge management based on multi-agent system[J]. Systems Engineering——Theory & Practice, 2006, 26(1): 42-47.
[15] Garcia R. Uses of agent-based modeling in innovation/new product development research[J]. Journal of Product Innovation Management, 2010, 22(5): 380-398.
[16] 刘晋飞,陈明,姚远,等. 基于多Agent的产品模块化协同设计策略[J]. 计算机集成制造系统, 2011, 17(3): 560-570.Liu Jinfei, Chen Ming, Yao Yuan, et al. Collaborative design strategy of product modularity based on multi-Agent[J]. Computer Integrated Manufacturing Systems, 2011, 17(3): 560-570.
[17] 蒋伟进, 张莲梅, 史德嘉. 复杂自适应系统的MAS动态协作任务求解时序逻辑模型[J]. 系统工程理论与实践, 2012, 32(6): 1305-1313.Jiang Weijin, Zhang Lianmei, Shi Dejia. The sequential logic model to solve the multi-agent dynamic cooperative tasks of complex self-adaptive system[J]. Systems Engineering——Theory & Practice, 2012, 32(6): 1305-1313.
[18] 约翰·H·霍兰. 隐秩序适应性造就复杂性[M]. 周晓牧, 韩晖,译.上海: 上海科技教育出版社, 2000.Holland J H. Implicit order adaptive makes complexity[M]. Shanghai: Shanghai Science and Technology Education Press, 2000.
[19] 史忠植. 智能主体及其应用[M]. 北京: 科学出版社, 2000.Shi Zhongzhi. Intelligent agent and its application[M]. Beijing: Science Press, 2000.
[20] Zhang X D, Zhang S, Li Y Z, et al. Task scheduling behaviour in agent-based product development process simulation[J]. International Journal of Computer Integrated Manufacturing, 2012, 25(10): 914-923.
[21] Zhang X D, Luo L, Yang Y, et al. A simulation approach for evaluation and improvement of organizational planning in collaborative product development projects[J]. International Journal of Production Research, 2009, 13(47): 3471-3501.

基金

国家自然科学基金重点项目(71231001);国家自然科学基金(71171019);中国博士后科学基金特别资助项目(2013T 60064)
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