Social Manufacturing for High-end Apparel Customization

Xiuqin Shang; Fei-Yue Wang; Gang Xiong; Timo R. Nyberg; Yong Yuan; Sheng Liu; Chao Guo; Sen Bao

doi:10.1109/JAS.2017.7510832

Volume 5 Issue 2

Mar. 2018

IEEE/CAA Journal of Automatica Sinica

JCR Impact Factor: 15.3, Top 1 (SCI Q1)

CiteScore: 23.5, Top 2% (Q1)
Google Scholar h5-index: 77， TOP 5

Turn off MathJax

Article Contents

Article Navigation > IEEE/CAA Journal of Automatica Sinica > 2018 > 5(2): 489-500

Xiuqin Shang, Fei-Yue Wang, Gang Xiong, Timo R. Nyberg, Yong Yuan, Sheng Liu, Chao Guo and Sen Bao, "Social Manufacturing for High-end Apparel Customization," IEEE/CAA J. Autom. Sinica, vol. 5, no. 2, pp. 489-500, Mar. 2018. doi: 10.1109/JAS.2017.7510832

Citation:

Xiuqin Shang, Fei-Yue Wang, Gang Xiong, Timo R. Nyberg, Yong Yuan, Sheng Liu, Chao Guo and Sen Bao, "Social Manufacturing for High-end Apparel Customization," IEEE/CAA J. Autom. Sinica, vol. 5, no. 2, pp. 489-500, Mar. 2018. doi: 10.1109/JAS.2017.7510832

Citation:

PDF( 8889 KB)

Social Manufacturing for High-end Apparel Customization

doi: 10.1109/JAS.2017.7510832

Xiuqin Shang^1
,,
Fei-Yue Wang^1
,,
Gang Xiong^{1
,
,},
Timo R. Nyberg^2
,,
Yong Yuan^3
,,
Sheng Liu^3
,,
Chao Guo^3
,,
Sen Bao^2
,

1.
State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
2.
School of Science at Aalto University, Aalto, FI-00076, Finland
3.
Qingdao Academy of Intelligent Industries, Qingdao 266109, China

Funds:

the National Natural Science Foundation of China 71232006

the National Natural Science Foundation of China 61533019

the National Natural Science Foundation of China 61233001

the National Natural Science Foundation of China 61304201

the National Natural Science Foundation of China 61773381

the National Natural Science Foundation of China 61773382

the National Natural Science Foundation of China 71472174

the National Natural Science Foundation of China 71702182

Finnish TEKESs project "SoMa 2020:Social Manufacturing" 2015-2017

Finnish TEKESs project "SoMa 2020:Social Manufacturing" 211560

Chinese Guangdong's S&T Project 2015B010103001

Chinese Guangdong's S&T Project 2016B090910001

Chinese Guangdong's S&T Project 2017B090912001

More Information

Author Bio:
Xiuqin Shang received her B.Eng. degree in automation from China University of Petroleum, Qingdao, China, in 2005, and her Ph.D. degree in Control Theory and Control Engineering from Zhejiang University, Hangzhou, China, in 2010. Since 2011, she has been an Assistant Research Scientist in the State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, China. Her research interests include social manufacturing, industrial process control, data-driven modeling, and parallel management and control. (e-mail: xiuqin.shang@ia.ac.cn)

Fei-Yue Wang (S'87-M'89-SM'94-F'03) received the Ph.D. in computer and systems engineering from Rensselaer Polytechnic Institute, Troy, New York in 1990. He joined the University of Arizona in 1990 and became a Professor and Director of the Robotics and Automation Lab (RAL) and Program in Advanced Research for Complex Systems (PARCS). In 1999, he founded the Intelligent Control and Systems Engineering Center at the Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China, under the support of the Outstanding Oversea Chinese Talents Program from the State Planning Council and "100 Talent Program" from CAS, and in 2002, was appointed as the Director of the Key Lab of Complex Systems and Intelligence Science, CAS. In 2011, he became the State Specially Appointed Expert and the Director of the State Key Laboratory of Management and Control for Complex Systems. Dr. Wang's current research focuses on methods and applications for parallel systems, social computing, and knowledge automation. He was the Founding Editorin-Chief of the International Journal of Intelligent Control and Systems from 1995 to 2000, and the EiC of IEEE Intelligent Systems from 2009 to 2012. Currently, he is the EiC of IEEE Transactions on ITS. Since 1997, he has served as General or Program Chair of more than 20 IEEE, INFORMS, ACM, ASME conferences. He was the President of IEEE ITS Society from 2005 to 2007, Chinese Association for Science and Technology (CAST, USA) in 2005, and the American Zhu Kezhen Education Foundation from 2007-2008. Since 2008, he is the Vice President and Secretary General of Chinese Association of Automation. Dr. Wang is elected Fellow of IEEE, INCOSE, IFAC, ASME, and AAAS. In 2007, he received the 2nd Class National Prize in Natural Sciences of China and was awarded the Outstanding Scientist by ACM for his work in intelligent control and social computing. He received IEEE ITS Outstanding Application and Research Awards in 2009 and 2011, respectively. In 2014, Dr. Wang received the IEEE SMC Society Norbert Wiener Award. (e-mail: feiyue.wang@ia.ac.cn)

Gang Xiong (M'00-SM'02) received the B. Eng. and the M. Eng. degrees from the Department of Precision Instrument, Xi'an University of Science and Technology, Xi'an, China, in 1991 and 1994, respectively, and the Ph.D. degree in control science and engineering from Shanghai Jiao Tong University, Shanghai, China, in 1996. From 1996 to 1998, he was a Postdoctor and Associate Scientist with the Institute of Industrial Process Control, Zhejiang University. From 1998 to 2001, he was a Senior Research Fellow with the Automation and Control Institute, Tampere University of Technology, Tampere, Finland. From 2001 to 2007, he was a Specialist and Project Manager with Nokia Corporation, Finland. In 2007, he was a Senior Consultant and Team Leader with Accenture and Chevron, USA. In 2008, he was the Deputy Director of the Informatization Office, Chinese Academy of Science (CAS), Beijing, China. In 2009, he started his present position as a Research Scientist with the State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center for Intelligent Systems and Technology, Institute of Automation, CAS. In 2011, he became Deputy Director of Beijing Engineering Research Center for Intelligent Systems and Technology, and Deputy Director of Cloud Computing Center, Chinese Academy of Sciences. He is IEEE senior member (2012), INFORMS member, INCOSE member, member of Chinese Association of Automation, General Chair of IEEE SOLI 2011, 2012 and 2013. He has successfully finished more than 40 academic or technical projects funded by Chinese NSFC/MOST/MIIT, Finnish TEKES, Academy of Finland, CAS, SINOPEC, Guangdong S&T etc. He is the author or co-author of about 300 refereed journal and conference proceeding papers, including 20 SCI papers, and 180 EI papers. He is editor or co-editor of 2 academic books, the author of 10 chapters. He is author or co-author of about 40 Chinese Patents or PCT, 50 Chinese Software Copyrights. He received 5 awards from IEEE or Government. His research interests include parallel control and management, modeling and optimization of complex systems, cloud computing and big data, intelligent manufacturing, and intelligent transportation systems. (e-mail: gang.xiong@ia.ac.cn)

Timo R. Nyberg received his M.Sc. (Tech) degree in mechanical engineering from Helsinki University of Technology, Espoo, Finland, in 1988, and his Dr. (Tech) degree in automation from Helsinki University of Technology, Espoo, Finland, in 1993.
From 1996 to 2002, he was Professor of Automation and Director of Graduate School, Tampere University of Technology, Finland. From 2001 to 2002, he was Senior Vice President, Novo Astra Oy, Finland. From 2002 to 2005, he was Laboratory Director and Management Board member, Helsinki University of Applied Sciences, Finland. Since 2010, he has worked as a Senior Research Fellow and Research Director of School of Science at Aalto University, Finland. Since 2012, he has also been a Visiting Professor of Cloud Computing Center, Chinese Academy of Science, China.
His research covers enterprise automation systems, business strategies in software, intelligent wearable device and social manufacturing. He has finished more than 30 research projects funded by Finnish TEKES, Academy of Finland, EU, and Finnish companies. He is the author or co-author of about 100 refereed journal and conference proceeding papers, and 35 EU/American/Finnish patents. He has experience from both the academic world and industries (Metso, Logica, and Nokia). He has over 15 years of experience from R&D cooperation with Chinese and American companies and universities (Tsinghua Univ., Tongji Univ., MIT, and Stanford Univ.). He has been the board member in Finland & China Trade Association. (e-mail: timo.nyberg@aalto.fi)

Yong Yuan (M'15-SM'17)received the B.S., M.S., and Ph.D. degrees in computer software and theory from Shandong University of Science and Technology, Shandong, China, in 2001, 2004, and 2008, respectively. He is an Associate Professor with the State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China, and also with the Qingdao Academy of Intelligent Industries, Qingdao, China. His current research interests include business intelligence and computational advertising. (e-mail: yong.yuan@ia.ac.cn)

Sheng Liu received his Ph.D. degree in mechatronic engineering from Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China, in 2007. He is currently an associate research fellow of State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, China. His research interests include combinatorial optimization, cutting and packing. (e-mail: sheng.liu@ia.ac.cn)

Chao Guo received the B.E. degree in automation from South China University of Technology (SCUT), Guangzhou, China, in 2014. And since 2014, he has been a graduate student in the State Key Laboratory for Management and Control of Complex Systems, and the Cloud Computing Center, Chinese Academy of Science, China. His research interests include social manufacturing, 3D printing, and deep learning. (e-mail: guochao2014@ia.ac.cn)

Sen Bao received his B.Eng. degree in software engineering from Zhejiang University, Hangzhou, China, in 2007, and his Ph.D. degree in industrial engineering and management from Aalto University, Finland, in 2015. He has been working as a Research Scientist at VTT Technical Research Centre of Finland from 2012 to 2014. Since 2016, he has been a Postdoctoral Researcher at Aalto University. His research interests include industrial services, knowledge-intensive service business, cultural impact on service business, and social manufacturing. He has published more than 10 academic journal and conference papers internationally. (e-mail: sen.bao@aalto.fi)
Corresponding author: Gang Xiong, e-mail: gang.xiong@ia.ac.cn
Received Date: 2017-01-10
Accepted Date: 2017-05-31

Abstract

Abstract

Social manufacturing (SM), a novel distributed, collaborative and intelligent manufacturing mode, is proposed and developed for high-end apparel customization. The main components of SM cloud are designed, and its research topics are summarized. Then, SM's key technologies are studied. 3D technologies for apparel customization, like 3D modeling, 3D fitting mirror and 3D customization, are developed to improve the customization precision and user experience. Information based collaborative management is realized to share, communicate, and handle the information efficiently among all groups and individuals of SM cloud. Suppliers' evaluation mechanism is designed to support the optimal decisions making. Next, SM cloud is constructed in five layers for high-end apparel customization. By using SM cloud based crowd-sourcing, social resources can be allocated rationally and utilized efficiently, consumer can customize the product in any processes like innovation, design, making, marketing and service, and traditional apparel enterprise can be upgraded into SM mode for keeping it competitive in the future customization markets.
- Big data,
- collaborative management,
- social manufacturing cloud,
- 3D apparel customization

FullText(HTML)

References(35)

References

[1]	J. L. Zhao and L. Li, "The impact of outsourcing on local industry upgrading: a case of China from a global value chain perspective, " J. Donghua Univ., vol. 28, no. 3, pp. 261-266, Jun. 2011. (in Chinese) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=dhdy201103008&dbname=CJFD&dbcode=CJFQ
[2]	www. chinabgao. com, [Online], Available: http://www.chinabgao.com/freereport/69794.html. Accessed on: Nov. 28, 2015.
[3]	P. Sobkowicz, "Effect of leader's strategy on opinion formation in networked societies with local interactions, " Int. J. Mod. Phys. C, vol. 21, no. 6, pp. 839-852, Jun. 2010. doi: 10.1142/S0129183110015518
[4]	E. A. Lee, "Cyber physical systems: Design challenges, " in Proc. 11th IEEE Int. Symposium on Object Oriented Real-Time Distributed Computing, Orlando, USA, 2008, pp. 363-369. http://ieeexplore.ieee.org/document/4519604/
[5]	F. Y. Wang, "From social computing to social manufacturing:the coming industrial revolution and new frontier in cyber-physical-social space, " Bull. Chinese Acad. Sci., vol. 27, no. 6, pp. 658-669, 2012. (in Chinese) http://en.cnki.com.cn/Article_en/CJFDTotal-KYYX201206001.htm
[6]	P. Y. Jiang, K. Ding, and J. W. Leng, "Towards a cyber-physical-social-connected and service-oriented manufacturing paradigm: Social Manufacturing, " Manuf. Lett., vol. 7, pp. 15-21, Jan. 2016. http://www.sciencedirect.com/science/article/pii/S221384631500022X
[7]	P. Y. Jiang and K. Ding, "Analysis of personalized production organizing and operating mechanism in a social manufacturing environment, " Proc. Inst. Mech. Eng. B: J. Eng. Manuf., to be published. doi: 10.1177/0954405417699016.
[8]	K. Ding, P. Y. Jiang, J. W. Leng, and W. Cao, "Modeling and analyzing of an enterprise relationship network in the context of social manufacturing, " Proc. Inst. Mech. Eng. B: J. Eng. Manuf., vol. 230, no. 4, pp. 752-769, Apr. 2016. http://www.ir.xjtu.edu.cn/item/307752
[9]	J. W. Leng and P. Y. Jiang, "A deep learning approach for relationship extraction from interaction context in social manufacturing paradigm, " Knowl.-Based Syst., vol. 100, pp. 188-199, May 2016. http://dl.acm.org/citation.cfm?id=2912773
[10]	X. F. Yao and Y. Z. Lin, "Emerging manufacturing paradigm shifts for the incoming industrial revolution, " Int. J. Adv. Manuf. Technol., vol. 85, no. 5-8, pp. 1665-1676, Jul. 2016. doi: 10.1007/s00170-015-8076-0
[11]	X. F. Yao, H. Jin, and J. Zhang, "Towards a wisdom manufacturing vision, " Int. J. Comput. Integrat. Manuf., vol. 28, no. 12, pp. 1291-1312, Dec. 2015. http://www.ingentaconnect.com/content/tandf/tcim/2015/00000028/00000012/art00006
[12]	B. Mohajeri, T. Nyberg, J. Karjalainen, T. Tukiainen, M. Nelson, X. Q. Shang, and G. Xiong, "The impact of social manufacturing on the value chain model in the apparel industry, " in 2014 IEEE Int. Conf. Service Operations and Logistics, and Informatics, Qingdao, China, 2014, pp. 378-381. http://ieeexplore.ieee.org/document/6960754/
[13]	B. Mohajeri, "Paradigm shift from current manufacturing to social manufacturing, " M. S. thesis, Aalto University, Finland, 2015. http://aaltodoc.aalto.fi/handle/123456789/16779
[14]	www. ce. cn, [Online], Available: http://www.ce.cn/xwzx/gnsz/gdxw/201507/07/t20150707-5856343.shtml. Accessed on: Jul. 7, 2015.
[15]	F. Y. Wang, X. C. Li, W. J. Mao, and T. Wang, Social Computing Methods and Applications (Second edition). Zhejiang, China:Zhejiang University Press, 2013. (in Chinese)
[16]	M. E. Porter, Competitive Advantage. New York:Free Press, 2004.
[17]	F. Y. Wang and T. Shunning, "Artificial societies for integrated and sustainable development of metropolitan systems, " IEEE Intell. Syst., vol. 19, no. 4, pp. 82-87, Jul. -Aug. 2004. http://ieeexplore.ieee.org/abstract/document/1333039/
[18]	F. Y. Wang, "Agent-based control for networked traffic management systems, " IEEE Intell. Syst., vol. 20, no. 5, pp. 92-96, Sep. -Oct. 2005. http://ieeexplore.ieee.org/document/1512005/
[19]	F. Y. Wang, "Toward a Paradigm Shift in Social Computing: The ACP Approach, " IEEE Intell. Syst., vol. 22, no. 5, pp. 65-67, Sep. -Oct. 2007. http://ieeexplore.ieee.org/document/4338496/
[20]	F. Y. Wang, K. M. Carley, D. Zeng, and W. J. Mao, "Social computing: From social informatics to social intelligence, " IEEE Intell. Syst., vol. 22, no. 2, pp. 79-83, Mar. -Apr. 2007. http://dl.acm.org/citation.cfm?id=1251928
[21]	F. Y. Wang, "The emergence of intelligent enterprises:from CPS to CPSS, " IEEE Intell. Syst., vol. 25, no. 4, pp. 85-88, Jul.-Aug., 2010. http://ieeexplore.ieee.org/document/5552591/
[22]	Y. J. Lu and J. Cecil, "An Internet of Things (IoT)-based collaborative framework for advanced manufacturing, " Int. J. Adv. Manuf. Technol., vol. 84, no. 5-8, pp. 1141-1152, May 2016. doi: 10.1007/s00170-015-7772-0
[23]	J. G. Mai, L. Zhang, F. Tao, and L. Ren, "Customized production based on distributed 3D printing services in cloud manufacturing, " Int. J. Adv. Manuf. Technol., vol. 84, no. 1-4, pp. 71-83, Apr. 2016. doi: 10.1007/s00170-015-7871-y
[24]	X. Li, J. D. Song, and B. Q. Huang, "A scientific workflow management system architecture and its scheduling based on cloud service platform for manufacturing big data analytics, " Int. J. Adv. Manuf. Technol., vol. 84, no. 1-4, pp. 119-131, Apr. 2016. doi: 10.1007/s00170-015-7804-9
[25]	Y. P. Xu, G. X. Chen, and J. L. Zheng, "An integrated solution-KAGFM for mass customization in customer-oriented product design under cloud manufacturing environment, " Int. J. Adv. Manuf. Technol., vol. 84, no. 1-4, pp. 85-101, Apr. 2016. doi: 10.1007/s00170-015-8074-2
[26]	G. Xiong, D. Fan, S. Liu, T. R. Nyberg, and F. Y. Wang, "Mass customization manufacturing solution for cell phone production, " in Proc. IEEE Int. Conf. Automation and Logistics, Hong Kong, China 2010, pp. 518-523. http://ieeexplore.ieee.org/document/5585340/
[27]	X. Q. Shang, X. W. Liu, G. Xiong, C. J. Cheng, Y. H. Ma, and T. R. Nyberg, "Social manufacturing cloud service platform for the mass customization in apparel industry, " in Proc. 2013 IEEE Int. Conf. Service Operations and Logistics, and Informatics, Dongguan, China, 2013, pp. 220-224. http://ieeexplore.ieee.org/document/6611413/
[28]	A. Greasley and Y. C. Wang, "Building the hybrid organisation through ERP and enterprise social software, " Comput. Ind., vol. 82, pp. 69-81, Oct. 2016. doi: 10.1016/j.compind.2016.05.007
[29]	J. T. Ye, G. H. Ma, L. G. Jiang, L. Chen, J. T. Li, G. Xiong, X. P. Zhang, and M. Tang, "A unified cloth untangling framework through discrete collision detection, " Comput. Graph. Forum, vol. 36, no. 7, pp. 217-228, Oct. 2017. doi: 10.1111/cgf13287
[30]	X. Q. Shang, B. L. Su, X. W. Liu, G. Xiong, and Z. B. You. "Social manufacture cloud mode in high-end apparel, footwear and hats", in Proc. 11th World Congress on Intelligent Control and Automation, Shenyang, China, 2014, pp. 5264-5269. http://ieeexplore.ieee.org/document/7053612/
[31]	R W Saaty, "The analytic hierarchy process-what it is and how it is used, " Math. Modell., vol. 9, no. 3-5, pp. 161-176, 1987. http://www.sciencedirect.com/science/article/pii/0270025587904738
[32]	T. L. Saaty, The Analytic Hierarchy Process:Planning, Priority Setting, Resource Allocation. New York:McGraw-Hill, 1980.
[33]	D. Y. Chang, "Applications of the extent analysis method on fuzzy AHP, " Eur. J. Oper. Res., vol. 95, no. 3, pp. 649-655, Dec. 1996. http://www.sciencedirect.com/science/article/pii/0377221795003002
[34]	O. S. Vaidya and S. Kumar, "Analytic hierarchy process: An overview of applications, " Eur. J. Oper. Res., vol. 169, no. 1, pp. 1-29, Feb. 2006. http://www.sciencedirect.com/science/article/pii/S0377221704003054
[35]	R. Handfield, S. V. Walton, R. Sroufe, and S. A. Melnyk, "Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process, " Eur. J. Oper. Res., vol. 141, no. 1, pp. 70-87, Aug. 2002. http://www.sciencedirect.com/science/article/pii/S0377221701002612

Supplements(0)

Cited By

Proportional views

Proportional views

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Figures(10) / Tables(1)

Get Citation

PDF

XML

Article Metrics

Article views (1206) PDF downloads(64)

Social Manufacturing for High-end Apparel Customization

doi: 10.1109/JAS.2017.7510832

Abstract

References

Proportional views

Catalog

通讯作者: 陈斌, bchen63@163.com

Article Metrics

Export File

Citation

Format

Content