Contextual self-organizing of manufacturing process for mass individualization: a cyber-physical-social system approach

References

• Alam, K. M., and A. El Saddik. 2017. “C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems.” IEEE Access 5 (1): 2050–2062. doi:10.1109/ACCESS.2017.2657006.
   Google Scholar
• Apte, Shireesh, and Nikolai Petrovsky. 2016. “Will Blockchain Technology Revolutionize Excipient Supply Chain Management?” Journal of Excipients and Food Chemicals 7 (3): 76-78.
   Google Scholar
• Atzoria, L., A. Ierab, G. Morabitoc, and M. Nittia. 2012. “The Social Internet of Things (Siot)–When Social Networks Meet the Internet of Things: Concept, Architecture and Network Characterization.” Computer Networks 56 (16): 3594–3608. doi:10.1016/j.comnet.2012.07.010.
   Web of Science ®Google Scholar
• Barenji, R. V., A. V. Barenji, and M. Hashemipour. 2014. “A Multi-Agent RFID-enabled Distributed Control System for A Flexible Manufacturing Shop.” The International Journal of Advanced Manufacturing Technology 71 (9–12): 1773–1791. doi:10.1007/s00170-013-5597-2.
   Web of Science ®Google Scholar
• Barnaghi, P., A. Sheth, V. Singh, and M. Hauswirth. 2015. “Physical-Cyber-Social Computing: Looking Back, Looking Forward.” IEEE Intelligent Systems 19 (3): 7–11.
   Google Scholar
• Battle, R., and E. Benson. 2008. “Bridging the Semantic Web and Web 2.0 With Representational State Transfer (REST).” Web Semantics: Science, Services and Agents on the World Wide Web 6 (1): 61–69. doi:10.1016/j.websem.2007.11.002.
   Web of Science ®Google Scholar
• Cavalieri, S., and G. Pezzotta. 2012. “Product-Service Systems Engineering: State of the Art and Research Challenges.” Computers in Industry 63 (4): 278–288. doi:10.1016/j.compind.2012.02.006.
   Web of Science ®Google Scholar
• Ding, K., P. Jiang, and S. Shilong. 2018. “RFID-enabled Social Manufacturing System for Inter-Enterprise Monitoring and Dispatching of Integrated Production and Transportation Tasks.” Robotics and Computer-Integrated Manufacturing 49 (1): 120–133. doi:10.1016/j.rcim.2017.06.009.
   Google Scholar
• Duncan, M., P. Ajith, N. Andy, and T. Alan. 2012. “A Framework for Distributed Intelligent Automation Systems Developments.” IFAC Proceedings Volumes 45 (6): 758–763. doi:10.3182/20120523-3-RO-2023.00325.
   Google Scholar
• Gang, X., Z. Fenghua, L. Xiwei, D. Xisong, H. Wuling, C. Songhang, and Z. Kai. 2015. “Cyber-Physical-Social System in Intelligent Transportation.” IEEE/CAA Journal of Automatica Sinica 2 (3): 320–333. doi:10.1109/JAS.2015.7152667.
   Google Scholar
• Gao, J., Y. Yinliang Yao, Y. Zhu, L. Sun, and L. Lin. 2011. “Service-Oriented Manufacturing: A New Product Pattern and Manufacturing Paradigm.” Journal of Intelligent Manufacturing 22 (3): 435–446. doi:10.1007/s10845-009-0301-y.
   Web of Science ®Google Scholar
• Grönroos, C. 2011. “A Service Perspective on Business Relationships: The Value Creation, Interaction and Marketing Interface.” Industrial Marketing Management 40 (2): 240–247. doi:10.1016/j.indmarman.2010.06.036.
   Web of Science ®Google Scholar
• Heinrichs, H. 2013. “Sharing Economy: A Potential New Pathway to Sustainability.” GAIA - Ecological Perspectives for Science and Society 22 (4): 228–231. doi:10.14512/gaia.22.4.5.
   Web of Science ®Google Scholar
• Hussein, D., S. Park, S. N. Han, and N. Crespi. 2015. “Dynamic Social Structure of Things: A Contextual Approach in CPSS.” IEEE Intelligent Systems 19 (3): 12–20.
   Google Scholar
• Jiang, P., J. Leng, K. Ding, P. Gu, and Y. Koren. 2016. “Social Manufacturing as a Sustainable Paradigm for Mass Individualization.” Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 230 (10): 1961–1968. doi:10.1177/0954405416666903.
   Web of Science ®Google Scholar
• Jiang, P., and W. Cao. 2013. “An RFID-Driven Graphical Formalized Deduction for Describing the Time-Sensitive State and Position Changes of Work-In-Progress Material Flows in a Job-Shop Floor.” Journal of Manufacturing Science and Engineering-Transactions of the ASME 135 (3): 031009. doi:10.1115/1.4024037.
   Web of Science ®Google Scholar
• Jiang, Y. C., L. Philip Chen, and J. Duan. 2016. “A New Practice-Driven Approach to Develop Software in A Cyber-Physical System Environment.” Enterprise Information Systems 10 (2): 211–227. doi:10.1080/17517575.2014.939107.
   Web of Science ®Google Scholar
• Koren, Y., S. J. Hu, P. Gu, and M. Shpitalni. 2013. “Open-Architecture Products.” CIRP Annals - Manufacturing Technology 62 (2): 719–729. doi:10.1016/j.cirp.2013.06.001.
   Web of Science ®Google Scholar
• Leng, J., and P. Jiang. 2016. “A Deep Learning Approach for Relationship Extraction from Interaction Context in Social Manufacturing Paradigm.” Knowledge-Based Systems 100: 188–199. doi:10.1016/j.knosys.2016.03.008.
   Web of Science ®Google Scholar
• Leng, J., and P. Jiang. 2017a. “Mining and Matching Relationships from Interaction Contexts in a Social Manufacturing Paradigm.” IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (2): 276–288.
   Web of Science ®Google Scholar
• Leng, J., and P. Jiang. 2017b. “Granular Computing Based Development of Service Process Reference Models in Social Manufacturing Contexts.” Concurrent Engineering: Research and Applications 25 (2): 95–107. doi:10.1177/1063293X16666312.
   Web of Science ®Google Scholar
• Leng, J., and P. Jiang. 2017c. “Dynamic Scheduling in RFID-driven Discrete Manufacturing System by Using Multi-Layer Network Metrics as Heuristic Information.” Journal of Intelligent Manufacturing. Published Online. doi:10.1007/s10845-017-1301-y.
   Web of Science ®Google Scholar
• Leng, J., P. Jiang, and K. Ding. 2014. “Implementing of a Three-Phase Integrated Decision Support Model for Parts Machining Outsourcing.” International Journal of Production Research 52 (12): 3614–3636. doi:10.1080/00207543.2013.879344.
   Web of Science ®Google Scholar
• Leng, J., Q. Chen, N. Mao, and P. Jiang. 2018. “Combining Granular Computing Technique with Deep Learning for Service Planning under Social Manufacturing Contexts.” Knowledge-Based Systems 143: 295–306. doi:10.1016/j.knosys.2017.07.023.
   Web of Science ®Google Scholar
• Lin, J. 1991. “Divergence Measures Based on the Shannon Entropy.” IEEE Transactions on Information Theory 37 (1): 145–151. doi:10.1109/18.61115.
   Web of Science ®Google Scholar
• Liu, M. R., Q. L. Zhang, L. M. Ni, and M. M. Tseng. 2004. “An RFID-Based Distributed Control System for Mass Customization Manufacturing.” In Lecture Notes in Computer Science, edited by J. Cao, L. T. Yang, M. Guo, and F. Lau, 1039–1049. Berlin Heidelberg: Springer-Verlag.
   Google Scholar
• Lorentz, H., O.-P. Hilmola, J. Malmsten, and J. S. Srai. 2016. “Cluster Analysis Application for Understanding SME Manufacturing Strategies.” Expert Systems with Applications 66: 176–188. doi:10.1016/j.eswa.2016.09.016.
   Web of Science ®Google Scholar
• Matook, S., and M. Indulska. 2009. “Improving the Quality of Process Reference Models: A Quality Function Deployment-Based Approach.” Decision Support Systems 47: 60–71. doi:10.1016/j.dss.2008.12.006.
   Web of Science ®Google Scholar
• Prahalad, C. K., and V. Ramaswamy. 2004. “Co-Creation Experiences: The Next Practice in Value Creation.” Journal of Interactive Marketing 18 (3): 5–14. doi:10.1002/dir.20015.
   Google Scholar
• Ren, L., L. Zhang, F. Tao, C. Zhao, X. Chai, and X. Zhao. 2015. “Cloud Manufacturing: From Concept to Practice.” Enterprise Information Systems 9 (2): 186–209. doi:10.1080/17517575.2013.839055.
   Web of Science ®Google Scholar
• Riloff, E. 1996. “Automatically Generating Extraction Patterns from Untagged Text.” Proc. 13th Natl. Conf. Artif. Intell. 8th Innov. Appl. Artif. Intell. Conf., Portland, Oregon.
   Google Scholar
• Shang, X., X. Liu, G. Xiong, C. Cheng, M. Yonghong, and T. R. Nyberg. 2013. “Social Manufacturing Cloud Service Platform for the Mass Customization in Apparel Industry.” Service Operations and Logistics, and Informatics (SOLI), 2013 IEEE International Conference on, Dongguan, China, July 28-30.
   Google Scholar
• Sheth, A., P. Anantharam, and C. Henson. 2013. “Physical-Cyber-Social Computing: An Early 21st Century Approach.” IEEE Intelligent Systems 28 (1): 78–82. doi:10.1109/MIS.2013.20.
   Web of Science ®Google Scholar
• Sun, H., N. Wan, Z. Chang, and R. Mo. 2011. “Approach to Optimization of Part Machining Service Combination.” The International Journal of Advanced Manufacturing Technology 56 (5–8): 767–776. doi:10.1007/s00170-011-3217-6.
   Web of Science ®Google Scholar
• Trentesaux, D. 2009. “Distributed Control of Production Systems.” Engineering Applications of Artificial Intelligence 22 (7): 971–978. doi:10.1016/j.engappai.2009.05.001.
   Web of Science ®Google Scholar
• Tu, M., J.-H. Lin, R.-S. Chen, K.-Y. Chen, and J.-S. Jwo. 2009. “Agent-Based Control Framework for Mass Customization Manufacturing with UHF RFID Technology.” IEEE Systems Journal 3 (3): 343–359. doi:10.1109/JSYST.2009.2029663.
   Web of Science ®Google Scholar
• Vargoa, S. L., and R. F. Luschb. 2008. “From Goods to Service(S): Divergences and Convergences of Logics.” Industrial Marketing Management 37 (3): 254–259. doi:10.1016/j.indmarman.2007.07.004.
   Web of Science ®Google Scholar
• Wang, C., P. Jiang, and K. Ding. 2017. “A Hybrid-Data-On-Tag–Enabled Decentralized Control System for Flexible Smart Workpiece Manufacturing Shop Floors.” Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 231 (4): 764–782.
   Web of Science ®Google Scholar
• Wang, F. 2012. “From Social Computing to Social Manufacturing: The Coming Industrial Revolution and New Frontier in Cyber-Physical-Social Space.” Bulletin of Chinese Academy of Sciences 6 (1): 658–669.
   Google Scholar
• Wang, F.-Y. 2010. “The Emergence of Intelligent Enterprises: From CPS to CPSS.” IEEE Intelligent Systems 25 (4): 85–88. doi:10.1109/MIS.2010.104.
   Web of Science ®Google Scholar
• Wang, S., J. Wan, D. Zhang, D. Li, and C. Zhang. 2016. “Towards Smart Factory for Industry 4.0: A Self-Organized Multi-Agent System with Big Data Based Feedback and Coordination.” Computer Networks 101: 158–168. doi:10.1016/j.comnet.2015.12.017.
   Web of Science ®Google Scholar
• Wang, X. V., and L. Wang. 2017. “A Cloud Based Production System for Information and Service Integration an Internet of Things Case Study on Waste Electronics.” Enterprise Information Systems 11 (7): 952–968.
   Web of Science ®Google Scholar
• Weizenbaum, J. 1983. “ELIZA - a Computer Program for the Study of Natural Language Communication between Man and Machine.” Communicable ACM 26 (1): 23–28. doi:10.1145/357980.357991.
   Google Scholar
• Wolf, W. 2009. “Cyber-Physical Systems.” Computer 42 (3): 88–89. doi:10.1109/MC.2009.81.
   Web of Science ®Google Scholar
• Xu, L. D., and L. Duan. 2018. “Big Data for Cyber Physical Systems in Industry 4.0: A Survey.” Enterprise Information Systems 1–22. doi:10.1080/17517575.2018.1442934.
   Web of Science ®Google Scholar
• Xu, X. 2012. “From Cloud Computing to Cloud Manufacturing.” Robotics and Computer-Integrated Manufacturing 28 (1): 75–86. doi:10.1016/j.rcim.2011.07.002.
   Web of Science ®Google Scholar
• Yang, H. 2013. “Targeted Search and the Long Tail Effect.” The RAND Journal of Economics 44 (4): 733–756. doi:10.1111/rand.2013.44.issue-4.
   Web of Science ®Google Scholar
• Zhang, L., Y. Luo, F. Tao, B. H. Li, L. Ren, X. Zhang, H. Guo, Y. Cheng, A. Hu, and Y. Liu. 2014. “Cloud Manufacturing: A New Manufacturing Paradigm.” Enterprise Information Systems 8 (2): 167–187. doi:10.1080/17517575.2012.683812.
   Web of Science ®Google Scholar
• Zhou, L., L. Zhang, C. Zhao, Y. Laili, and L. Xu. 2018. “Diverse Task Scheduling for Individualized Requirements in Cloud Manufacturing.” Enterprise Information Systems Online 12 (3): 300–318. doi:10.1080/17517575.2017.1364428.
   Web of Science ®Google Scholar