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Enterprise Information Systems Volume 6, 2012 - Issue 2
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Research on manufacturing grid resource service optimal-selection and composition framework

F. Tao School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, P.R. ChinaCorrespondence[email protected]
,
L. Zhang School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, P.R. China
,
K. Lu College of Computing & Communication Engineering, Graduate University of the Chinese Academy of Sciences, Beijing, 100049, P.R. China
&
D. Zhao Department of Electrical and Computer Engineering, The University of Michigan-Dearborn, MI, 48128–1491, USA
Pages 237-264 | Received 22 Jul 2010, Accepted 12 Nov 2010, Published online: 02 Feb 2011

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Gaige Chen, Pei Wang, Bo Feng, Yihui Li & Dekun Liu. (2020) The framework design of smart factory in discrete manufacturing industry based on cyber-physical system. International Journal of Computer Integrated Manufacturing 33:1, pages 79-101.
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Yulin Wang, Yongping Zhang, Fei Tao, Tingyu Chen, Ying Cheng & Shunkun Yang. (2019) Logistics-aware manufacturing service collaboration optimisation towards industrial internet platform. International Journal of Production Research 57:12, pages 4007-4026.
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Yan Wang, Ziwei Dai, Wenyu Zhang, Shuai Zhang, Yangbing Xu & Qian Chen. (2018) Urgent task-aware cloud manufacturing service composition using two-stage biogeography-based optimisation. International Journal of Computer Integrated Manufacturing 31:10, pages 1034-1047.
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Ying Cheng, Fei Tao, Lida Xu & Dongming Zhao. (2018) Advanced manufacturing systems: supply–demand matching of manufacturing resource based on complex networks and Internet of Things. Enterprise Information Systems 12:7, pages 780-797.
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W.Y. Zhang, S. Zhang & S.S. Guo. (2017) A PageRank-based reputation model for personalised manufacturing service recommendation. Enterprise Information Systems 11:5, pages 672-693.
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Wenyu Zhang, Shuai Zhang, Ming Cai & Wu Jian. (2015) An agent-based peer-to-peer architecture for semantic discovery of manufacturing services across virtual enterprises. Enterprise Information Systems 9:3, pages 233-256.
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Wu He & Lida Xu. (2015) A state-of-the-art survey of cloud manufacturing. International Journal of Computer Integrated Manufacturing 28:3, pages 239-250.
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Hilaida Teran, Juan Carlos Hernandez, Antonio Vizán & José Ríos. (2014) Performance measurement integrated information framework in e-Manufacturing. Enterprise Information Systems 8:6, pages 607-629.
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Biqing Huang, Chenghai Li & Fei Tao. (2014) A chaos control optimal algorithm for QoS-based service composition selection in cloud manufacturing system. Enterprise Information Systems 8:4, pages 445-463.
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Qingsong Ai, Ting Shu, Quan Liu, Zude Zhou & Zheng Xiao. (2013) A method for determining customer requirement weights based on TFMF and TLR. Enterprise Information Systems 7:4, pages 569-580.
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Qing Li, Ze-yuan Wang, Wei-hua Li, Jun Li, Cheng Wang & Rui-yang Du. (2013) Applications integration in a hybrid cloud computing environment: modelling and platform. Enterprise Information Systems 7:3, pages 237-271.
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Weining Liu, Bo Liu, Dihua Sun, Yiming Li & Gang Ma. (2013) Study on multi-task oriented services composition and optimisation with the ‘Multi-Composition for Each Task’ pattern in cloud manufacturing systems. International Journal of Computer Integrated Manufacturing 26:8, pages 786-805.
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Bo Hu Li, Lin Zhang, Xudong Chai, Fei Tao, Lei Ren, Yongzhi Wang, Chao Yin, Pei Huang, Xinpei Zhao, Zude Zhou, Baocun Hou, Tingyu Lin, Tan Li, Chen Yang, Anrui Hu, Jingeng Mai & Longfei Zhou. 2014. Cloud-Based Design and Manufacturing (CBDM). Cloud-Based Design and Manufacturing (CBDM) 89 126 .
Ying Cheng, Fei Tao, Yilong Liu, Dongming Zhao, Lin Zhang & Lida Xu. (2013) Energy-aware resource service scheduling based on utility evaluation in cloud manufacturing system. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 227:12, pages 1901-1915.
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Ling Li. (2013) The path to Made-in-China: How this was done and future prospects. International Journal of Production Economics 146:1, pages 4-13.
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Abraham Zhang, Hao Luo & George Q. Huang. (2013) A bi-objective model for supply chain design of dispersed manufacturing in China. International Journal of Production Economics 146:1, pages 48-58.
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Yuan Li, Zelong Wei, Jie Zhao, Chenlu Zhang & Yi Liu. (2013) Ambidextrous organizational learning, environmental munificence and new product performance: Moderating effect of managerial ties in China. International Journal of Production Economics 146:1, pages 95-105.
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Diogo Dutra, Valter Castelhano de Oliveira & Jos? Reinaldo Silva. (2013) Manufacturing as Service: the challenge of Intelligent Manufacturing. IFAC Proceedings Volumes 46:7, pages 281-287.
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Yiting Xing, Ling Li, Zhuming Bi, Marzena Wilamowska-Korsak & Li Zhang. (2013) Operations Research (OR) in Service Industries: A Comprehensive Review. Systems Research and Behavioral Science 30:3, pages 300-353.
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Fachao Li, Chenxia Jin, Ying Jing, Marzena Wilamowska-Korsak & Zhuming Bi. (2013) A Rough Programming Model Based on the Greatest Compatible Classes and Synthesis Effect. Systems Research and Behavioral Science 30:3, pages 229-243.
Crossref
Biqing Huang, Chenghai Li, Chao Yin & Xinpei Zhao. (2012) Cloud manufacturing service platform for small- and medium-sized enterprises. The International Journal of Advanced Manufacturing Technology 65:9-12, pages 1261-1272.
Crossref
Guangjun Cai & Bin Zhao. (2013) An Approach for Composing Services Based on Environment Ontology. Mathematical Problems in Engineering 2013, pages 1-11.
Crossref
Zhihui Ge & Taoshen Li. (2012) A New Access Control Model for Manufacturing Grid. Journal of Software 7:12.
Crossref
Xinhua Bi, Wan Su & Lei Wang. (2012) An analysis on the macroscopic growth process and stage of information systems development in Chinese enterprises. Information Technology and Management 13:4, pages 273-280.
Crossref
Fachao Li, Li Da Xu, Chenxia Jin & Hong Wang. (2012) Random assignment method based on genetic algorithms and its application in resource allocation. Expert Systems with Applications 39:15, pages 12213-12219.
Crossref
Fachao Li, Li Da Xu, Chenxia Jin & Hong Wang. (2012) Study on solution models and methods for the fuzzy assignment problems. Expert Systems with Applications 39:12, pages 11276-11283.
Crossref
Fei Tao, Ying Cheng, Lin Zhang & Dongming Zhao. (2012) Utility modelling, equilibrium, and coordination of resource service transaction in service-oriented manufacturing system. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 226:6, pages 1099-1117.
Crossref
Fei Tao, Lin Zhang & Yefa Hu. 2011. Resource Service Management in Manufacturing Grid System. Resource Service Management in Manufacturing Grid System 483 508 .
Fachao Li, Li Da Xu, Chenxia Jin & Hong Wang. (2011) Structure of Multi-Stage Composite Genetic Algorithm (MSC-GA) and its performance. Expert Systems with Applications 38:7, pages 8929-8937.
Crossref
Li Wang, Junwei Zeng & Li Xu. (2011) A decision support system for substage-zoning filling design of rock-fill dams based on particle swarm optimization. Information Technology and Management 12:2, pages 111-119.
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