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Research on services encapsulation and virtualization access model of machine for cloud manufacturing

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Abstract

Considering the new requirements of the services encapsulation and virtualization access of manufacturing resources for cloud manufacturing (CMfg), this paper presents a services encapsulation and virtualization access model for manufacturing machine by combining the Internet of Things techniques and cloud computing. Based on this model, some key enabling technologies, such as configuration of sensors, active sensing of real-time manufacturing information, services encapsulation, registration and publishing method are designed. By implementing the proposed services encapsulation and virtualization access model to manufacturing machine, the capability of the machine could be actively perceived, the production process is transparent and can be timely visited, and the virtualized machine could be accessed to CMfg platform through a loose coupling, ‘plug and play’ manner. The proposed model and methods will provide the real-time, accurate, value-added and useful manufacturing information for optimal configuration and scheduling of large-scale manufacturing resources in a CMfg environment.

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References

  • Ameri, F., & McArthur, C. (2014). Semantic rule modelling for intelligent supplier discovery. International Journal of Computer Integrated Manufacturing, 27(6), 570–590.

    Article  Google Scholar 

  • Armbrust, M., Fox, A., Griffith, R., Joseph, A. D., Katz, R., Konwinski, A., et al. (2010). A view of cloud computing. Communications of the ACM, 53(4), 50–58.

    Article  Google Scholar 

  • Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: A survey. Computer Networks, 54(15), 2787–2805.

    Article  Google Scholar 

  • Bhattacharya, A., Tiwari, M. K., & Harding, J. A. (2012). A framework for ontology based decision support system for e-learning modules, business modeling and manufacturing systems. Journal of Intelligent Manufacturing, 23(5), 1763–1781.

    Article  Google Scholar 

  • Chen, W. H., & Paik, I. (2013). Improving efficiency of service discovery using Linked data-based service publication. Information Systems Frontiers, 15(4), 613–625.

    Article  Google Scholar 

  • Dadzie, A. S., Bhagdev, R., Chakravarthy, A., Chapman, S., Iria, J., Lanfranchi, V., et al. (2009). Applying semantic web technologies to knowledge sharing in aerospace engineering. Journal of Intelligent Manufacturing, 20(5), 611–623.

    Article  Google Scholar 

  • Dikaiakos, M., Pallis, G., Katsaro, D., Mehra, P., & Pallis, G. (2009). Cloud computing: Distributed internet computing for IT and Scientific research. IEEE Internet Computing, 13(5), 10–13.

    Article  Google Scholar 

  • Ferrer, G., Heath, S. K., & Dew, N. (2011). An RFID application in large job shop remanufacturing operations. International Journal of Production Economics, 133(2), 612–621.

    Article  Google Scholar 

  • Higuera, A. G., & Morenas, J. (2014). Application of the classical levels of intelligence to structuring the control system in an automated distribution centre. Journal of Intelligent Manufacturing, 25(5), 1197–1206.

    Article  Google Scholar 

  • Huang, B. H., Li, C. H., Yin, C., & Tao, F. (2014). A chaos control optimal algorithm for QoS-based service composition selection in cloud manufacturing system. Enterprise Information Systems, 8(4), 445–463.

    Article  Google Scholar 

  • Huang, B. H., Li, C. H., Yin, C., & Zhao, X. P. (2013). Cloud manufacturing service platform for small- and medium-sized enterprises. The International Journal of Advanced Manufacturing Technology, 65(9–12), 1261–1272.

    Article  Google Scholar 

  • Huang, G. Q., Qu, T., Zhang, Y. F., & Yang, H. D. (2011). RFID-enabled product-service for automotive part and accessory manufacturing alliances. International Journal of Production Research, 50(14), 3821–3840.

    Article  Google Scholar 

  • Huang, G. Q., Zhang, Y. F., Chen, X., & Newman, S. T. (2008). RFID-enabled real-time wireless manufacturing for adaptive assembly planning and control. Journal of Intelligent Manufacturing, 19(6), 701–713.

    Article  Google Scholar 

  • Huang, G. Q., Zhang, Y. F., & Jiang, P. Y. (2007). RFID-based wireless manufacturing for walking-worker assembly shops with fixed-position layouts. Robotics and Computer-Integrated Manufacturing, 23(4), 469–477.

    Article  Google Scholar 

  • Jang, J., Jeong, B., Kulvatunyou, B., Chang, J., & Cho, H. (2008). Discovering and integrating distributed manufacturing services with semantic manufacturing capability profiles. International Journal of Computer Integrated Manufacturing, 21(6), 631–646.

    Article  Google Scholar 

  • Kim, J., Ok, C. S., Kumara, S., & Yee, S. T. (2010). A market-based approach for dynamic vehicle deployment planning using radio frequency identification (RFID) information. International Journal of Production Economics, 128(1), 235–247.

    Article  Google Scholar 

  • Kulvatunyou, B., Ivezic, N., & Lee, Yunsu. (2014). On enhancing communication of the manufacturing service capability information using reference ontology. International Journal of Computer Integrated Manufacturing, 27(12), 1105–1135.

    Article  Google Scholar 

  • Laili, Y. J., Tao, F., Zhang, L., & Sarker, B. R. (2012). A study of optimal allocation of computing resources in cloud manufacturing systems. The International Journal of Advanced Manufacturing Technology, 63(5–8), 671–690.

    Article  Google Scholar 

  • Li, C. D., Xie, T., & Tang, Y. L. (2014). GMVN oriented S-BOX knowledge expression and reasoning framework. Journal of Intelligent Manufacturing, 25(5), 993–1011.

    Article  Google Scholar 

  • Li, B. H., Zhang, L., Wang, S. L., Tao, F., Cao, J. W., Jiao, X. D., et al. (2010). Cloud manufacturing: A new service-oriented networked manufacturing model. Computer Integrated Manufacturing Systems, 16(1), 1–7.

    Google Scholar 

  • Luo, Y. L., Zhang, L., Tao, F., Ren, L., Liu, Y. K., & Zhang, Z. Q. (2013). A modeling and description method of multidimensional information for manufacturing capability in cloud manufacturing system. The International Journal of Advanced Manufacturing Technology, 69(5–8), 961–975.

    Article  Google Scholar 

  • Montreuil, B., Frayret, J., & D’Amours, S. (2000). A strategic framework for networked manufacturing. Computers in Industry, 42(2–3), 299–317.

    Article  Google Scholar 

  • Qu, T., Yang, H. D., Huang, G. Q., Zhang, Y. F., Luo, H., & Qin, W. (2010). A case of implementing RFID-based real-time shop-floor material management for household electrical appliance manufacturers. Journal of Intelligent Manufacturing, 23(6), 2357–2366.

    Google Scholar 

  • Srinivasan, N., Paolucci, M., & Sycara, K. (2005). An efficient algorithm for OWL-S based semantic search in UDDI. Semantic Web Services and Web Process Composition, 3387, 96–110.

    Article  Google Scholar 

  • Stanford University. (2014). Protégé. http://protege.stanford.edu/

  • Tao, F., Cheng, Y., Xu, L. D., Zhang, L., & Li, B. H. (2014a). CCIoT-CMfg: Cloud computing and Internet of Things-based cloud manufacturing service system. IEEE Transactions on Industrial Informatics, 10(2), 1435–1442.

    Article  Google Scholar 

  • Tao, F., Zuo, Y., Xu, L. D., & Zhang, L. (2014b). IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing. IEEE Transactions on Industrial Informatics, 10(2), 1547–1557.

    Article  Google Scholar 

  • Wang, T. R., Guo, S. S., & Lee, C. G. (2014). Manufacturing task semantic modeling and description in cloud manufacturing system. International Journal of Advanced Manufacturing Technology, 71(9–12), 2017–2031.

    Article  Google Scholar 

  • Wang, X. V., & Xu, X. W. (2013). An interoperable solution for cloud manufacturing. Robotics and Computer-Integrated Manufacturing, 29(4), 232–247.

    Article  Google Scholar 

  • Welbourne, E., Battle, L., Cole, G., Gould, K., Rector, K., Raymer, S., et al. (2009). Building the internet of things using RFID: The RFID ecosystem experience. IEEE Internet Computing, 13(3), 48–55.

    Article  Google Scholar 

  • Wong, W. K., Guo, Z. X., & Leung, S. Y. S. (2014). Intelligent multi-objective decision making model with RFID technology for production planning. International Journal of Production Economics, 147, 647–658.

    Article  Google Scholar 

  • Xu, X. (2012). From cloud computing to cloud manufacturing. Robotics and Computer-Integrated Manufacturing, 28(1), 75–86.

    Article  Google Scholar 

  • Yang, X. Y., Shi, G. H., & Zhang, Z. W. (2014). Collaboration of large equipment complete service under cloud manufacturing mode. International Journal of Production Research, 52(2), 326–336.

    Article  Google Scholar 

  • Yusufa, Y., Sarhadib, M., & Gunasekaran, A. (1999). Agile manufacturing: The drivers, concepts and attributes. International Journal of Production Economics, 62(1–2), 33–43.

    Article  Google Scholar 

  • Zhang, J., Ong, S. K., & Nee, A. Y. C. (2011a). RFID-assisted assembly guidance system in an augmented reality environment. International Journal of Production Research, 49(13), 3919–3938.

    Article  Google Scholar 

  • Zhang, L., Luo, Y. L., Tao, F., Li, B. H., Ren, L., Zhang, X. S., et al. (2014b). Cloud manufacturing: A new manufacturing paradigm. Enterprise Information Systems, 8(2), 167–187.

    Article  Google Scholar 

  • Zhang, Y. F., Huang, G. Q., Qu, T., & Ho, O. (2010). Agent-based workflow management for RFID-enabled real-time reconfigurable manufacturing. International Journal of Computer Integrated Manufacturing, 23(2), 101–112.

    Article  Google Scholar 

  • Zhang, Y. F., Jiang, P. Y., Huang, G. Q., Zhou, G. H., & Hong, J. (2012). RFID-enabled real-time manufacturing information tracking infrastructure for extended enterprises. Journal of Intelligent Manufacturing, 23(6), 2357–2366.

    Article  Google Scholar 

  • Zhang, Y. F., Qu, T., Ho, O., & Huang, G. Q. (2011b). Agent-based smart gateway for RFID-enabled real-time wireless manufacturing. International Journal of Production Research, 49(5), 1337–1352.

    Article  Google Scholar 

  • Zhang, Y. F., Zhang, G., Du, W., Wang, J. Q., Ali, E., & Sun, S. D. (2015). An optimization method for shopfloor material handling based on real-time and multi-source manufacturing data. International Journal of Production Economics. doi:10.1016/j.ijpe.2014.12.029

  • Zhang, Y. F., Zhang, G., Wang, J. Q., Sun, S. D., Si, S. B., Yang, T. (2014b). Real-time information capturing and integration framework of the internet of manufacturing things. International Journal of Computer Integrated Manufacturing. doi:10.1080/0951192X.2014.900874.

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Acknowledgments

Authors would like to acknowledge financial supports of National Science Foundation of China (51175435), the Fundamental Research Funds for the Central Universities (3102014JCS05005), and the 111 Project Grant (B13044).

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Authors and Affiliations

  1. Key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, Northwestern Polytechnical University, Shaanxi, 710072, People’s Republic of China

    Yingfeng Zhang, Geng Zhang & Di Hu

  2. Department of Production, University of Vaasa, Vaasa, Finland

    Yang Liu

  3. Department of Industrial Engineering, Northwestern Polytechnical University, Room B509, Hang Kong Building, Xi’an, 710072, People’s Republic of China

    Yingfeng Zhang

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  1. Yingfeng Zhang
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Correspondence to Yingfeng Zhang.

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Zhang, Y., Zhang, G., Liu, Y. et al. Research on services encapsulation and virtualization access model of machine for cloud manufacturing. J Intell Manuf 28, 1109–1123 (2017). https://doi.org/10.1007/s10845-015-1064-2

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  • DOI: https://doi.org/10.1007/s10845-015-1064-2

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