Optimal Deployment of Networked Manufacturing Resources Based on TPS Hierarchical System

China Mechanical Engineering

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Optimal Deployment of Networked Manufacturing Resources Based on TPS Hierarchical System

LIU Xiaoyang;LIU Enfu;FANG Yixiang;LIU Zhenyu;JIN Jiangyan

College of Mechanical Engineering，Hebei University of Science and Technology，Shijiazhuang,050018

Online:2018-04-10 Published:2018-04-03
Supported by:
National Natural Science Foundation of China（No. 51275234）

基于多色集合理论递阶系统的网络化制造资源优化配置

刘晓阳;刘恩福;方忆湘;刘振宇;靳江艳

河北科技大学机械工程学院，石家庄,050018

基金资助:
国家自然科学基金资助项目（51275234）；
河北省应用基础研究计划资助重点项目（14961811D）；
河北省高等学校科学技术研究项目（QN2017066）
National Natural Science Foundation of China（No. 51275234）

Abstract

Abstract: An optimal method of networked manufacturing resources configuration was presented based on TPS hierarchical system. TPS hierarchical system included logical relations layers and logical reasoning layers. Logical relations layers described manufacturing task informations, manufacturing resource informations and their matching relation informations, and a unified mathematical model with TPS was built. Logical reasoning layer completed data calculations and optimizations with TPS fuzzy mathematical models and reasoning mechanism, and rough set hierarchical analysis was used to achieve the manufacturing resources optimization deployments of multi-objective decisions. Finally, the feasibility and effectiveness of the method was verified by a typical case.

Key words: manufacturing resource optimization deployment, hierarchical system, networked manufacturing, theory of polychromatic sets(TPS)

摘要： 面向网络化制造资源优化配置，提出了一种基于多色集合理论（TPS）递阶系统的资源优化配置方法。将TPS递阶系统分为递阶关系层和递阶推理层，递阶关系层对制造任务信息、制造资源信息以及两者的匹配关系信息进行描述，并通过TPS建立统一的数学模型，递阶推理层进行数据计算和优化，借助于多色集合模糊数学模型相关表达和推理机制，利用粗集-层次分析法进行多目标决策的制造资源优化配置。最后，通过实例验证了该方法的可行性与有效性。

关键词: 制造资源优化配置, 递阶系统, 网络化制造, 多色集合理论

CLC Number:

TH165

LIU Xiaoyang;LIU Enfu;FANG Yixiang;LIU Zhenyu;JIN Jiangyan. Optimal Deployment of Networked Manufacturing Resources Based on TPS Hierarchical System[J]. China Mechanical Engineering.

刘晓阳;刘恩福;方忆湘;刘振宇;靳江艳. 基于多色集合理论递阶系统的网络化制造资源优化配置[J]. 中国机械工程.

References

[1]范玉顺. 网络化制造的内涵与关键技术问题[J]. 计算机集成制造系统, 2003，9(7):
576-581.
FAN Yushun. Connotation and Key Technologies of Networked Manufacturing[J]. Computer Integrated Manufacturing Systems,2003，9(7):576- 581.

[2]肖倩乔, 李益兵, 左少雄,等. 考虑学习曲线的精益生产制造系统双重资源配置方法[J]. 计算机集成制造系统,2016,22(12):2800-2807.
XIAO Qianqiao, LI Yibing, ZUO Shaoxiong, et al. Dual-resource Configuration of Manufacturing System Based on Lean Production Considering Learning Curve[J]. Computer Integrated Manufacturing Systems,2016,22(12):2800-2807.

[3]曹岩, 蔺麦田. 基于AHP的制造资源建模与优化选择[J]. 机床与液压, 2009,11(11):224-228.
CAO Yan, LIN Maitian. Modeling and Optimal Selection of Manufacturing Resources Based on Analytic Hierarchy Process[J].
Machinetool ＆ Hydraulics,2009,11(11):224-228.

[4]王炳刚, 饶运清, 邵新宇, 等．基于多目标遗传算法的混流加工/装配系统排序问题研究[J]．中国机械工程,2009,20(12):1434-1438.
WANG Binggang, RAO Yunqing, SHAO Xinyu, et al. A MOGA-based Algorithm for Sequencing a Mixed-model Fabrication/Assembly System[J]. China Mechanical Engineering,2009,20(12):1434-1438.

[5]KOUL S, VERMA R. Dynamic Vendor Selection Based on Fuzzy AHP[J]. International Conference on Supply Chain Management and Information,2010,22(8):1-4.

[6]包北方, 杨育, 杨涛, 等. 产品定制协同制造资源优化配置[J]. 计算机集成制造系统,2014,20(8):1807-1818.
BAO Beifang, YANG Yu, YANG Tao, et al. Resource Optimal Allocation in Product Customization Collaborative Manufacturing[J]. Computer Integrated Manufacturing Systems,2014,20(8):1807-1818.

[7]郏维强, 冯毅雄, 谭建荣, 等. 制造资源混合粒度优化组合方案求解技术[J]. 计算机辅助设计与图形学学报,2012,3(3):281-289.
JIA Weiqiang, FENG Yixiong, TAN Jianrong, et al. Scheme Solving Technology for Clustering Optimization of Manufacturing Resources with Hybrid Granularities[J]. Journal of Computer-aided Design and Computer Graphics,2012,3(3):281-289.

[8]姜莉莉, 习小英, 李敏, 等. 基于多色集合理论的夹具概念设计研究[J]. 中国机械工程,2006,17(8):832-836.
JIANG Lili, XI Xiaoying, LI Min, et al. Reseach on Conceptual Design of Jig and Fixture Based on Polychromatic Sets[J]. China Mechanical Engineering,2006,17(8):832-836.

[9]潘志毅, 黄翔, 李迎光. 有向图向设计结构矩阵与多色集合同步映射的设计过程规划方法[J]. 计算机集成制造系统,2008,14(7):1274-1280.
PAN Zhiyi, HUANG Xiang, LI Yingguang. Product Design Process Planning Method Based on Synchronous Mapping Fromdirected Graph to Design Structure Matrix and Polychromatic Sets[J]. Computer Integrated Manufacturing Systems,2008,14(7):1274-1280.
[10]吕纪威, 顾寄南. 制造资源配置中的容错处理技术[J]. 机械设计与研究,2010,26(2):82-101.
LYU Jiwei, GU Jinan. Fault-tolerant Processing in Manufacturing Resources Configuration[J]. Machine Design and Research,2010,26(2):82-101.

[11]PAWLAK Z. Rough Sets[J]. International Journal Computer and Information Science,1982(11):314-356.

Optimal Deployment of Networked Manufacturing Resources Based on TPS Hierarchical System

基于多色集合理论递阶系统的网络化制造资源优化配置

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