Manufacturing Service Management in Cloud Manufacturing: Overview and Future Research Directions

Journal of Manufacturing Science and Engineering, Transactions of the ASME

Volumn 137, Issue 4, 2015, Pages

  Tao, Fei ^a   Zhang, Lin ^a   Liu, Yongkui ^a,b   Cheng, Ying ^a   Wang, Lihui ^c   Xu, Xun ^d  

^a BEIHANG UNIVERSITY   (China)

^b XIDIAN UNIVERSITY   (China)

^c ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

^d UNIVERSITY OF AUCKLAND   (New Zealand)

Author keywords

big data; cloud manufacturing (CMfg); Internet of things (IoT); manufacturing service; manufacturing service management (MSM); service oriented manufacturing

Indexed keywords

BIG DATA; COMPUTATION THEORY; COMPUTER AIDED MANUFACTURING; INTERNET; INTERNET OF THINGS; LIFE CYCLE; MANUFACTURE; QUALITY OF SERVICE;

CLOUD MANUFACTURING; CLOUD MANUFACTURING (CMFG); FUTURE RESEARCH DIRECTIONS; INTERNET OF THINGS (IOT); MANUFACTURING RESOURCE; MANUFACTURING SERVICE; SERVICE LIFECYCLE; SERVICE ORIENTED MANUFACTURING;

INDUSTRIAL RESEARCH;

EID: 84945164226     PISSN: 10871357     EISSN: 15288935     Source Type: Journal    
DOI: 10.1115/1.4030510     Document Type: Article

References (103)

1. Sanchez, L. M., and Nagi, R., 2001, "A Review of Agile Manufacturing Systems," Int. J. Prod. Res., 39(16), pp. 3561-3600.
2. Shukla, C., Vazquez, M., and Frank, C. F., 1996, "Virtual Manufacturing: An Overview," Comput. Ind. Eng., 31(1), pp. 79-82.
3. Smith, M. A., and Kumar, R. L., 2004, "A Theory of Application Service Provider (ASP) Use From a Client Perspective," Inf. Manage., 41(8), pp. 977-1002.
4. Leem, C. S., and Lee, H. J., 2004, "Development of Certification and Audit Processes of Application Service Provider for IT Outsourcing," Technovation, 24(1), pp. 63-71.
5. Tao, F., Zhao, D. M., Hu, Y. F., and Zhou, Z. D., 2008, "Resource Service Composition and Its Optimal-Selection Based on Particle Swarm Optimization in Manufacturing Grid System," IEEE Trans. Ind. Inf., 4(4), pp. 315-327.
6. Li, B. H., Zhang, L., Wang, S. L., Tao, F., Cao, J. W., Jiang, X. D., Song, X., and Chai, X. D., 2010, "Cloud Manufacturing: A New Service-Oriented Networked Manufacturing Model," Comput. Integr. Manuf. Syst., 16(1), pp. 1-7.
7. Xu, X., 2012, "From Cloud Computing to Cloud Manufacturing," Rob. Comput.-Integr. Manuf., 28(1), pp. 75-86.
8. He, W., and Xu, L. D., 2015, "A State-of-the-Art Survey of Cloud Manufacturing," Int. J. Comput. Integr. Manuf., 28(3), pp. 239-250.
9. Wu, D. Z., Greer, M. J., Rosen, D. W., and Schaefer, D., 2013, "Cloud Manufacturing: Strategic Vision and State-of-the-Art," J. Manuf. Syst., 32(4), pp. 564-579.
10. Zhang, L., Mai, J. G., Tao, F., Luo, Y. L., and Ren, L., 2014, "Development Status of Cloud Manufacturing in China," ASME Paper No. MSEC2014-4019.
11. Hung, M. H., Lin, Y. C., Huang, H. C., Hsieh, M. H., Yang, H. C., and Cheng, F. T., 2013, "Development of an Advanced Manufacturing Cloud for Machine Tool Industry Based on AVM Technology," IEEE International Conference on Automation Science and Engineering (CASE), Madison, WI, Aug. 17-20, pp. 189-194.
12. Wang, L. H., Wang, X. V., Gao, L., and Vancza, J., 2014, "A Cloud-Based Approach for WEEE Remanufacturing," CIRP Ann. - Manuf. Technol., 63(1), pp. 409-412.
13. Wang, X. V., and Wang, L. H., 2013, "From Cloud Manufacturing to Cloud Remanufacturing: A Cloud-Based Approach for WEEE," IEEE 10th International Conference on e-Business Engineering (ICEBE), Coventry, UK, Sep. 11-13, pp. 399-406.
14. Wu, D., Rosen, D., Wang, L., and Schaefer, D., 2015, "Cloud-Based Design and Manufacturing: A New Paradigm in Digital Manufacturing and Design Innovation," Comput.-Aided Des., 59, pp. 1-14.
15. Zhang, L., Luo, Y. L., Tao, F., Ren, L., and Guo, H., 2010, "Key Technologies for the Construction of Manufacturing Cloud," Comput. Integr. Manuf. Syst., 16(11), pp. 2510-2520.
16. Ren, L., Zhang, L., Zhao, C., and Chai, X. D., 2013, "Cloud Manufacturing Platform: Operating Paradigm, Functional Requirements, and Architecture Design," ASME 2013 International Manufacturing Science and Engineering Conference Collocated With the 41st North American Manufacturing Research Conference, Madison, WI.
17. Ren, L., Zhang, L., Tao, F., Zhao, C., Chai, X. D., and Zhao, X. P., 2015, "Cloud Manufacturing: From Concept to Practice," Enterp. Inf. Syst., 9(2), pp. 186-209.
18. Ren, L., Zhang, L., Wang, L. H., Tao, F., and Chai, X. D., 2014, "Cloud Manufacturing: Key Characteristics and Applications," Int. J. Comput. Integr. Manuf. (published online).
19. Tao, F., Zhang, L., Venkatesh, V. C., Luo, Y. L., and Cheng, Y., 2011, "Cloud Manufacturing: A Computing and Service-Oriented Manufacturing Model," Proc. Inst. Mech. Eng., Part B, 225(10), pp. 1969-1976.
20. Zhang, L., Luo, Y. L., Tao, F., Li, B. H., Ren, L., Zhang, X. D., Guo, H., Cheng, Y., Hu, A. R., and Liu, Y. K., 2014, "Cloud Manufacturing: A New Manufacturing Paradigm," Enterp. Inf. Syst., 8(2), pp. 167-187.
21. Ning, F. H., Zhou, W. Z., Zhang, F. Y., Yin, Q., and Ni, X. J., 2011, "The Architecture of Cloud Manufacturing and Its Key Technologies Research," 2011 IEEE International Conference on Cloud Computing and Intelligence Systems, Beijing, China, pp. 259-263.
22. Fan, W. H., and Xiao, T. Y., 2011, "Integrated Architecture of Cloud Manufacturing Based on Federation Mode," Comput. Integr. Manuf. Syst., 17(3), pp. 469-476.
23. Ma, C., Sun, H. B., Xiao, T. Y., Fan, W. H., and Li, L., 2012, "Novel Model-Driven Joining Technology for Cloud Manufacturing Federations," Comput. Integr. Manuf. Syst., 18(7), pp. 1536-1546.
24. Li, B. H., Zhang, L., Ren, L., Chai, X. D., Tao, F., Luo, Y. L., Wang, Y. Z., Yin, C., Huang, G., and Zhao, X. P., 2011, "Further Discussion on Cloud Manufacturing," Comput. Integr. Manuf. Syst., 17(3), pp. 449-457.
25. Luo, Y. L., Zhang, L., He, D. J., Ren, L., and Tao, F., 2011, "Study on Multi-View Model for Cloud Manufacturing," Adv. Mater. Res., 201, pp. 685-688.
26. Lv, B. S., 2012, "A Multi-View Model Study for the Architecture of Cloud Manufacturing," 3rd International Conference on Digital Manufacturing and Automation (ICDMA), Guilin, Guangxi, China, July 31-Aug. 2, pp. 93-97.
27. Vincent, W. X., and Xu, X. W., 2013, "An Interoperable Solution for Cloud Manufacturing," Rob. Comput.-Integr. Manuf., 29(4), pp. 232-247.
28. Jiang, Y. X., Zhang, Y., and Ma, J. W., 2013, "Research on Virtualization of Manufacturing Resources," 2nd International Conference on Measurement, Information and Control (ICMIC), Harbin, China, Aug. 16-18, Vol. 2, pp. 1060-1064.
29. Ren, L., Zhang, L., Zhang, Y. B., Tao, F., and Luo, Y. L., 2011, "Resource Virtualization in Cloud Manufacturing," Comput. Integr. Manuf. Syst., 17(3), pp. 511-518.
30. Li, R. F., Liu, Q., and Xu, W. J., 2012, "Perception and Access Adaptation of Equipment Resources in Cloud Manufacturing," Comput. Integr. Manuf. Syst., 18(7), pp. 1547-1553.
31. Tao, F., Zuo, Y., Xu, L. D., and Zhang, L., 2014, "IoT Based Intelligent Perception and Access of Manufacturing Resource Towards Cloud Manufacturing," IEEE Trans. Ind. Inf., 10(2), pp. 1547-1557.
32. Wang, L. H., Gao, R., and Ragai, I., 2014, "An Integrated Cyber-Physical System for Cloud Manufacturing," ASME Paper No. MSEC2014-4171.
33. Bao, Y., Ren, L., Zhang, L., Zhang, X. S., and Luo, Y. L., 2012, "Massive Sensor Data Management Framework in Cloud Manufacturing Based on Hadoop," IEEE International Conference on Industrial Informatics (INDIN), Beijing, China, July 25-27, pp. 397-401.
34. Ren, L., Zhang, L., Hou, B. C., Wu, Q., and Teng, D. X., 2014, "Intelligent User Interface in Cloud Manufacturing," ASME Paper No. MSEC2014-4099.
35. Ma, C. X., Ren, L., Teng, D. X., Wang, H. A., and Dai, G. Z., 2011, "Ubiquitous Human-Computer Interaction in Cloud Manufacturing," Comput. Integr. Manuf. Syst., 17(3), pp. 504-510.
36. Wang, Y. Z., Ma, S. N., and Ren, L., 2014, "A Security Framework for Cloud Manufacturing," ASME Paper No. MSEC2014-4082.
37. Wu, L., He, M. G., and Han, Y. Y., 2014, "Hypergraph Clustering-Based Cloud Manufacturing Service Management Method," 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD), Hsinchu, Taiwan, May 21-23, pp. 220-225.
38. Wei, C. M., Zhang, C. L., Song, T. X., and Huang, B. Q., 2013, "A Cloud Manufacturing Service Management Model and Its Implementation," International Conference on Service Science (ICSS), Shenzhen, China, pp. 60-63.
39. Liu, Q., Gao, L., and Lou, P., 2011, "Resource Management Based on Multi-Agent Technology for Cloud Manufacturing," International Conference on Electronics, Communications and Control (ICECC), Ningbo, China, Sep. 9-11, pp. 2821-2824.
40. Tao, F., Zhang, L., Guo, H., Luo, Y. L., and Ren, L., 2011, "Typical Characteristics of Cloud Manufacturing and Several Key Issues of Cloud Service Composition," Comput. Integr. Manuf. Syst., 17(3), pp. 477-486.
41. Hu, C. S., Xu, C. D., Cao, X. B., and Fu, J. C., 2012, "Study of Classification and Modeling of Virtual Resources in Cloud Manufacturing," Appl. Mech. Mater., 121, pp. 2274-2280.
42. Wang, W. X., and Liu, F., 2012, "The Research of Cloud Manufacturing Resource Discovery Mechanism," 7th International Conference on Computer Science and Education (ICCSE), Melbourne, VIC, Australia, pp. 188-191.
43. Luo, Y. L., Zhang, L., Zhang, K. P., and Tao, F., 2012, "Research on the Knowledge-Based Multi-Dimensional Information Model of Manufacturing Capability in CMfg," Adv. Mater. Res., 472, pp. 2592-2595.
44. Qu, X. L., Hao, Z. X., and Bai, L. F., 2011, "Research of Distributed Software Resource Sharing in Cloud Manufacturing System," Int. J. Adv. Comput. Technol., 3(10), pp. 99-106.
45. Li, H. F., Zhang, L., and Jiang, R., 2014, "Study of Manufacturing Cloud Service Matching Algorithm Based on OWL-S," 26th Chinese Control and Decision Conference (CCDC), Changsha, China, May 31-June 2, pp. 4155-4160.
46. Tao, F., Lai Li, Y. J., Xu, L. D., and Zhang, L., 2013, "FC-PACORM: A Parallel Method for Service Composition Optimal-Selection in Cloud Manufacturing System," IEEE Trans. Ind. Inf., 9(4), pp. 2023-2033.
47. Huang, B. Q., Li, C. H., and Tao, F., 2014, "A Chaos Control Optimal Algorithm for QoS-Based Service Composition Selection in Cloud Manufacturing System," Enterp. Inf. Syst., 8(4), pp. 445-463.
48. Liu, W. N., Liu, B., and Sun, D. H., 2011, "A Conceptual Framework for Dynamic Manufacturing Resource Service Composition and Optimization in Service-Oriented Networked Manufacturing," Proceedings of the International Conference on Cloud and Service Computing (CSC), Hong Kong, China, pp. 118-125.
49. Xiang, F., Hu, Y. F., Yu, Y. R., and Wu, H. C., 2014, "QoS and Energy Consumption Aware Service Composition and Optimal-Selection Based on Pareto Group Leader Algorithm in Cloud Manufacturing System," Cent. Eur. J. Oper. Res., 22(4), pp. 653-685.
50. Li, Y. X., Yao, X. F., Zhang, J., and Li, B., 2013, "Cloud Manufacturing Service Composition Modeling and Formal Verification Based on Calculus for Orchestration of Web Service," 25th Chinese Control and Decision Conference (CCDC), Guiyang, China, pp. 2806-2810.
51. Laili, Y. J., Tao, F., Zhang, L., and Sarker, B. R., 2012, "A Study of Optimal Allocation of Computing Resources in Cloud Manufacturing Systems," Int. J. Adv. Manuf. Technol., 63(5-8), pp. 671-690.
52. Zhang, L., Guo, H., Tao, F., Luo, Y. L., and Si, N., 2010, "Flexible Management of Resource Service Composition in Cloud Manufacturing," IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Macao, China, Dec. 7-10, pp. 2278-2282.
53. Guo, H., Tao, F., Zhang, L., Laili, Y. J., and Liu, D. K., 2012, "Research on Measurement Method of Resource Service Composition Flexibility in Service-Oriented Manufacturing System," Int. J. Comput. Integr. Manuf., 25(2), pp. 113-135.
54. Guo, H., Zhang, L., Tao, F., Ren, Z. Y., and Luo, Y. L., 2011, "Composable Correlation Mining of Cloud Service in Cloud Manufacturing," IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore, Dec. 6-9, pp. 1907-1911.
55. Guo, H., Zhang, L., and Tao, F., 2011, "A Framework for Correlation Relationship Mining of Cloud Service in Cloud Manufacturing System," Adv. Mater. Res., 314, pp. 2259-2262.
56. Li, H. F., Jiang, R., and Ge, S. Y., 2014, "Researches on Manufacturing Cloud Service Composition and Optimization Approach Supporting for Service Statistic Correlation," 26th Chinese Control and Decision Conference (CCDC), Changsha, China, May 31-June 2, pp. 4149-4154.
57. Liu, I., and Jiang, H., 2012, "Research on Key Technologies for Design Services Collaboration in Cloud Manufacturing," IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD), Wuhan, China, May 23-25, pp. 824-829.
58. Yang, X. Y., Shi, G. H., and Zhang, Z. W., 2014, "Collaboration of Large Equipment Complete Service Under Cloud Manufacturing Mode," Int. J. Prod. Res., 52(2), pp. 326-336.
59. Cheng, Y., Tao, F., Liu, Y. L., Zhao, D. M., Zhang, L., and Xu, L. D., 2013, "Energy-Aware Resource Service Scheduling Based on Utility Evaluation in Cloud Manufacturing System," Proc. Inst. Mech. Eng., Part B, 227(12), pp. 1901-1915.
60. Liu, W. N., Liu, B., Sun, D. H., Li, Y. M., and Ma, G., 2013, "Study on Multi-Task Oriented Services Composition and Optimisation With the "Multi-Composition for Each Task" Pattern in Cloud Manufacturing Systems," Int. J. Comput. Integr. Manuf., 26(8), pp. 786-805.
61. Schulte, S., Hoenisch, P., Hochreiner, C., Dustdar, S., Kluschy, M., and Schullerz, D., 2014, "Towards Process Support for Cloud Manufacturing," 18th IEEE International Enterprise Distributed Object Computing Conference (EDOC), Ulm, Germany, Sep. 1-5, pp. 142-149.
62. Cheng, Y., Zhang, Y., Lv, L., Liu, J. R., Tao, F., and Zhang, L., 2012, "Analysis of Cloud Service Transaction in Cloud Manufacturing," IEEE International Conference on Industrial Informatics (INDIN), Beijing, China, July 25-27, pp. 320-325.
63. Tao, F., Cheng, Y., Zhang, L., and Zhao, D. M., 2012, "Utility Modelling, Equilibrium, and Coordination of Resource Service Transaction in Service-Oriented Manufacturing System," Proc. Inst. Mech. Eng., Part B, 226(6), pp. 1099-1117.
64. Cheng, Y., Tao, F., Zhang, L., Zhang, X., Xi, G. H., and Zhao, D., 2010, "Study on the Utility Model and Utility Equilibrium of Resource Service Transaction in Cloud Manufacturing," IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Macao, China, Dec. 7-10, pp. 2298-2302.
65. Cheng, Y., Zhao, D., Hu, A. R., Luo, Y. L., Tao, F., and Zhang, L., 2011, "Multi-View Models for Cost Constitution of Cloud Service in Cloud Manufacturing System," Advances in Computer Science and Education Applications, CSE, Qingdao, China, Vol. 202, pp. 225-233.
66. Li, C. S., Wang, S. L., Kang, L., Guo, L., and Cao, Y., 2014, "Trust Evaluation Model of Cloud Manufacturing Service Platform," Int. J. Adv. Manuf. Technol., 75(1-4), pp. 489-501.
67. Yin, C., Huang, B. Q., Liu, F., Wen, L. J., Wang, Z. K., Li, X. D., Yang, S. P., Ye, D., and Liu, X. H., 2011, "Common Key Technology System of Cloud Manufacturing Service Platform for Small and Medium Enterprises," Comput. Integr. Manuf. Syst., 17(3), pp. 495-503.
68. Zhan, D. C., Zhao, X. B., Wang, S. Q., Cheng, Z., Zhou, X. Q., Nie, L. S., and Xu, X. F., 2011, "Cloud Manufacturing Service Platform for Group Enterprises Oriented to Manufacturing and Management," Comput. Integr. Manuf. Syst., 17(3), pp. 487-494.
69. Zhou, J., and Wang, M., 2014, "Cloud Manufacturing Service Paradigm for Group Manufacturing Companies," Adv. Mech. Eng., 6, p. 740725.
70. Tao, F., Cheng, Y., Xu, L. D., Zhang, L., and Li, B. H., 2014, "CCIoT-CMfg: Cloud Computing and Internet of Things Based Cloud Manufacturing Service System," IEEE Trans. Ind. Inf., 10(2), pp. 1435-1442.
71. Wu, X. X., Shi, S. Y., Hou, J. J., and Yang, H. C., 2012, "Aerospace Cloud Manufacturing Service Application Mode," Comput. Integr. Manuf. Syst., 18(7), pp. 1595-1603.
72. Yin, S., Yin, C., Liu, F., and Li, X. B., 2011, "Outsourcing Resources Integration Service Mode and Semantic Description in Cloud Manufacturing Environment," Comput. Integr. Manuf. Syst., 17(3), pp. 525-532.
73. Shang, X. Q., Liu, X. W., Xiong, G., Cheng, C. J., Ma, Y. H., and Nyberg, T. R., 2013, "Social Manufacturing Cloud Service Platform for the Mass Customization in Apparel Industry," IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Dongguan, China, June 28-30, pp. 220-224.
74. Wang, L. H., 2013, "Machine Availability Monitoring and Machining Process Planning Towards Cloud Manufacturing," CIRP J. Manuf. Sci. Technol., 6(4), pp. 263-273.
75. Sarraj, R., Ballot, E., Pan, S., and Montreuil, B., 2014, "Analogies Between Internet Network and Logistics Service Networks: Challenges Involved in the Interconnection," J. Intell. Manuf., 25(6), pp. 1207-1219.
76. Rauschecker, U., and Stohr, M., 2012, "Using Manufacturing Service Descriptions for Flexible Integration of Production Facilities to Manufacturing Clouds," 18th International Conference on Engineering, Technology and Innovation (ICE), Munich, Germany, June 18-20, pp. 1-10.
77. Yin, S., Yin, C., Liu, F., and Li, X. B., 2011, "Outsourcing Resources Integration Service Mode and Semantic Description in Cloud Manufacturing Environment," Comput. Integr. Manuf. Syst., 17(3), pp. 525-532.
78. Zhan, D. C., Cheng, Z., Zhao, X. B., Nie, L. S., and Xu, X. F., 2012, "Manufacturing Service and Its Maturity Model," Comput. Integr. Manuf. Syst., 18(7), pp. 1584-1594.
79. Tao, F., Hu, Y. F., Zhao, D. M., and Zhou, Z. D., 2009, "Study on Resource Service Match and Search in Manufacturing Grid System," Int. J. Adv. Manuf. Technol., 43(3-4), pp. 379-399.
80. Wang, T. R., Guo, S. S., and Lee, C. G., 2014, "Manufacturing Task Semantic Modeling and Description in Cloud Manufacturing System," Int. J. Adv. Manuf. Technol., 71(9-12), pp. 2017-2031.
81. Yin, C., Xia, Q., and Li, Z. W., 2012, "Semantic Matching Technique of CMfg Service Based on OWL-S," Comput. Integr. Manuf. Syst., 18(7), pp. 1494-1502.
82. Li, H. F., Dong, X., and Song, C. G., 2012, "Intelligent Searching and Matching Approach for Cloud Manufacturing Service," Comput. Integr. Manuf. Syst., 18(7), pp. 1485-1493.
83. Tao, F., Hu, Y. F., and Zhou, Z. D., 2009, "Application and Modeling of Resource Service Trust-QoS Evaluation in Manufacturing Grid System," Int. J. Prod. Res., 47(6), pp. 1521-1550.
84. Xie, X. L., Liu, L., and Cao, Y. Z., 2011, "Trust Model Based on Feedback Evaluation in Cloud Manufacturing Environment," Adv. Mater. Res., 308, pp. 1740-1745.
85. Li, C. Q., Yang, P., Shang, Y. L., Hu, C. Y., and Zhu, P. F., 2012, "Research on Cloud Manufacturing Resource Scheduling and Performance Analysis," Adv. Sci. Lett., 12(1), pp. 240-243.
86. Wang, L., 2008, "Wise-Shop Floor: An Integrated Approach for Web-Based Collaborative Manufacturing," IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev., 38(4), pp. 562-573.
87. Cheng, Z., Zhan, D. C., Zhao, X. B., and Wan, H., 2014, "Multitask Oriented Virtual Resource Integration and Optimal Scheduling in Cloud Manufacturing," J. Appl. Math., 2014, p. 369350.
88. Lartigau, J., Nie, L. S., Xu, X. F., Zhan, D. C., and Mou, T., 2012, "Scheduling Methodology for Production Services in Cloud Manufacturing," International Joint Conference on Service Sciences (IJCSS), Service Innovation in Emerging Economy: Cross-Disciplinary and Cross-Cultural Perspective (IJCSS), Shanghai, China, May 24-26, pp. 34-39.
89. Tao, F., Hu, Y. F., Zhao, D. M., and Zhou, Z. D., 2010, "Study of Failure Detection and Recovery in Manufacturing Grid Resource Service Scheduling," Int. J. Prod. Res., 48(1), pp. 69-94.
90. Wang, L., Orban, P., Cunningham, A., and Lang, S., 2004, "Remote Real-Time CNC Machining for Web-Based Manufacturing," Rob. Comput.-Integr. Manuf., 20(6), pp. 563-571.
91. Wang, L., Shen, W., and Lang, S., 2004, "Wise-Shop Floor: A Web-Based and Sensor-Driven e-Shop Floor," ASME J. Comput. Inf. Sci. Eng., 4(1), pp. 56-60.
92. Li, J. R., Tao, F., Cheng, Y., and Zhao, L., 2015, "Big Data in Product Lifecycle Management," Int. J. Adv. Manuf. Technol. (in press).
93. Pedersen, T. B., Pedersen, D., and Riis, K., 2013, "On-Demand Multidimensional Data Integration: Toward a Semantic Foundation for Cloud Intelligence," J. Supercomput., 65, pp. 217-257.
94. Cheng, Y., Zhao, D., Tao, F., Zhang, L., and Liu, Y., 2015, "Complex Networks Based Manufacturing Service and Task Management in Cloud Environment," IEEE Conference on Industrial Electronics and Applications (ICIEA), June 15-17, Auckland, New Zealand.
95. Cachon, G., and Netessine, S., 2004, "Game Theory in Supply Chain Analysis," Handbook of Quantitative Supply Chain Analysis, Springer, US, pp. 13-65.
96. Cheng, Y., Tao, F., Zhang, L., and Zhao, D., 2015, "Dynamic Supply-Demand Matching of Manufacturing Resource Services in Service-Oriented Manufacturing Systems: A Hypernetwork-Based Solution Framework," ASME International Manufacturing Science and Engineering Conference (MSEC2015), Charlotte, NC, June 8-12.
97. Tao, F., Chen, L., Liao, T., and Laili, Y., 2015, "BGM-BLA: A New Algorithm for Dynamic Migration of Virtual Machines in Cloud Computing," IEEE Trans. Serv. Comput. (in press).
98. Tao, F., Cheng, Y., Zhang, L., and Nee, A., 2014, "Advanced Manufacturing Systems: Socialization Characteristics and Trends," J. Intell. Manuf.
99. Tibaut, A., Rebolj, D., and Perc, M. N., 2014, "Interoperability Requirements for Automated Manufacturing Systems in Construction," J. Intell. Manuf.
100. Ricardo, J., Keith, P., and Antonio, G., 2012, "Sustainable Interoperability: The Future of Internet Based Industrial Enterprises," Comput. Ind., 63(8), pp. 731-738.
101. Tao, F., Zuo, Y., Xu, L., Lv, L., and Zhang, L., 2014, "Internet of Things and BOM Based Life Cycle Assessment of Energy-Saving and Emission-Reduction of Product," IEEE Trans. Ind. Inf., 10(2), pp. 1252-1264.
102. He, Y., Liu, B., Zhang, X., Gao, H., and Liu, X., 2012, "A Modeling Method of Task-Oriented Energy Consumption for Machining Manufacturing System," J. Cleaner Prod., 23(1), pp. 167-174.
103. Lu, Y., Xu, X., and Xu, J., 2014, "Development of a Hybrid Manufacturing Cloud," J. Manuf. Syst., 33(4), pp. 551-566.