Modular design is an effective approach to shorten lead-time and reduce cost for development of complex products and systems (CoPS). Because the physical details of the product are not available at the conceptual design stage, considerations in the downstream product development phases such as manufacturing and assembly cannot be used for partition of modules at the conceptual design stage. Since design solution at the conceptual design stage can be modeled by functions and relationships among these functions such as function flows including information flows, material flows, and energy flows, a novel approach is introduced in this research for function module partition of CoPS through community detection using weighted and directed complex networks (WDCN). First, the function structure is obtained and mapped into a weighted and directed complex network. Based on the similarity between behaviors of communities in WDCN and behaviors of modules in CoPS, a LinkRank-based community detection approach is employed for function module partition through optimization with simulated annealing. The function module partition for the power mechanism in a large tonnage crawler crane is conducted as a case study to demonstrate the effectiveness of the developed approach.
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February 2017
Research-Article
Function Module Partition for Complex Products and Systems Based on Weighted and Directed Complex Networks
Yupeng Li,
Yupeng Li
Department of Industrial Engineering,
Key Laboratory of Deep Coal Resource Mining,
Ministry of Education of China,
School of Mines,
China University of Mining and Technology,
Xuzhou 221116, Jiangsu, China
e-mail: ypeng_li@163.com
Key Laboratory of Deep Coal Resource Mining,
Ministry of Education of China,
School of Mines,
China University of Mining and Technology,
Xuzhou 221116, Jiangsu, China
e-mail: ypeng_li@163.com
Search for other works by this author on:
Zhaotong Wang,
Zhaotong Wang
Department of Industrial Engineering,
China University of Mining and Technology,
Xuzhou 221116,
Jiangsu, China
e-mail: cumtwzt@163.com
China University of Mining and Technology,
Xuzhou 221116,
Jiangsu, China
e-mail: cumtwzt@163.com
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Lei Zhang,
Lei Zhang
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: zhanglei415@sjtu.edu.cn
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: zhanglei415@sjtu.edu.cn
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Xuening Chu,
Xuening Chu
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: xnchu@sjtu.edu.cn
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: xnchu@sjtu.edu.cn
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Deyi Xue
Deyi Xue
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: dxue@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: dxue@ucalgary.ca
Search for other works by this author on:
Yupeng Li
Department of Industrial Engineering,
Key Laboratory of Deep Coal Resource Mining,
Ministry of Education of China,
School of Mines,
China University of Mining and Technology,
Xuzhou 221116, Jiangsu, China
e-mail: ypeng_li@163.com
Key Laboratory of Deep Coal Resource Mining,
Ministry of Education of China,
School of Mines,
China University of Mining and Technology,
Xuzhou 221116, Jiangsu, China
e-mail: ypeng_li@163.com
Zhaotong Wang
Department of Industrial Engineering,
China University of Mining and Technology,
Xuzhou 221116,
Jiangsu, China
e-mail: cumtwzt@163.com
China University of Mining and Technology,
Xuzhou 221116,
Jiangsu, China
e-mail: cumtwzt@163.com
Lei Zhang
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: zhanglei415@sjtu.edu.cn
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: zhanglei415@sjtu.edu.cn
Xuening Chu
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: xnchu@sjtu.edu.cn
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: xnchu@sjtu.edu.cn
Deyi Xue
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: dxue@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: dxue@ucalgary.ca
1Corresponding authors.
Contributed by the Design Theory and Methodology Committee of ASME for publication in the JOURNAL OF MECHANICAL DESIGN. Manuscript received May 15, 2016; final manuscript received October 11, 2016; published online November 14, 2016. Assoc. Editor: Kristina Shea.
J. Mech. Des. Feb 2017, 139(2): 021101 (13 pages)
Published Online: November 14, 2016
Article history
Received:
May 15, 2016
Revised:
October 11, 2016
Citation
Li, Y., Wang, Z., Zhang, L., Chu, X., and Xue, D. (November 14, 2016). "Function Module Partition for Complex Products and Systems Based on Weighted and Directed Complex Networks." ASME. J. Mech. Des. February 2017; 139(2): 021101. https://doi.org/10.1115/1.4035054
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