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2016 | OriginalPaper | Buchkapitel

Service Model and Service Selection Strategies for Cross-regional Intelligent Manufacturing

verfasst von : Xinye Chen, Ping Zhang, Weile Liang, Fang Li

Erschienen in: Industrial IoT Technologies and Applications

Verlag: Springer International Publishing

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Abstract

Manufacturing plays an important role in the development of national economy. Intelligent manufacturing is the integration of modern business management model, information technology and the traditional manufacturing industry. This paper proposes to handle the following problems that intelligent manufacturing industry faced: (1) the problem of classification and composition of services of different granularity level, (2) the achieve of intelligent logistics over the cross-regional production process, (3) the need of an efficient and stable algorithm for services selection. To achieve cross-regional logistics intelligently and to provide service more intelligently, this paper classify services into five categories according to the level of granularity, and logistics services as the sixth. We design a service ontology based on owl. At last, we design a service selection mode based on the descent of granularity level and a peer service priority-based algorithm for service selection.

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Literatur
1.
Zurück zum Zitat Bo-hu, L.I., Zhang, L., Wang, S.L., et al.: Cloud manufacturing: a new service-oriented networked manufacturing model. J. Comput. Integr. Manufact. Syst. 16, 1–1343 (2010) Bo-hu, L.I., Zhang, L., Wang, S.L., et al.: Cloud manufacturing: a new service-oriented networked manufacturing model. J. Comput. Integr. Manufact. Syst. 16, 1–1343 (2010)
2.
Zurück zum Zitat Liu, Q., Wan, J., Zhou, K.: Cloud manufacturing service system for industrial-cluster-oriented application. J. Internet Technol. 15(3), 373–380 (2014) Liu, Q., Wan, J., Zhou, K.: Cloud manufacturing service system for industrial-cluster-oriented application. J. Internet Technol. 15(3), 373–380 (2014)
3.
Zurück zum Zitat Wang, S., Wan, J., Li, D., Zhang, C.: Implementing smart factory of industrie 4.0: an outlook. Int. J. Distrib. Sens. Netw. 2016, 10 (2016). doi:10.1155/2016/3159805. Article ID 3159805 Wang, S., Wan, J., Li, D., Zhang, C.: Implementing smart factory of industrie 4.0: an outlook. Int. J. Distrib. Sens. Netw. 2016, 10 (2016). doi:10.​1155/​2016/​3159805. Article ID 3159805
4.
Zurück zum Zitat Wei, C.M., Zhang, C.L., Song, T.X., Huang, B.Q.: A cloud manufacturing service management model and its implementation. In: Proceedings of International Conference on Service Sciences, vol. 3, pp. 60–63 (2013) Wei, C.M., Zhang, C.L., Song, T.X., Huang, B.Q.: A cloud manufacturing service management model and its implementation. In: Proceedings of International Conference on Service Sciences, vol. 3, pp. 60–63 (2013)
5.
Zurück zum Zitat Jin, Z.X.: Research on solutions of cloud manufacturing in automotive industry. In: SAE-China, FISITA (eds.) Lecture Notes in Electrical Engineering, vol. 199, pp. 225–234 (2013) Jin, Z.X.: Research on solutions of cloud manufacturing in automotive industry. In: SAE-China, FISITA (eds.) Lecture Notes in Electrical Engineering, vol. 199, pp. 225–234 (2013)
6.
Zurück zum Zitat Wang, J., Wang, J., Tao, Y.Z., Li, H.M., Li, W., Jiang, L.Q.: The exploration of cloud manufacturing service mode for high power laser optical elements. In: Proceedings of the SPIE International Society Optical Engineering (2012) Wang, J., Wang, J., Tao, Y.Z., Li, H.M., Li, W., Jiang, L.Q.: The exploration of cloud manufacturing service mode for high power laser optical elements. In: Proceedings of the SPIE International Society Optical Engineering (2012)
7.
Zurück zum Zitat Chen, T.: Strengthening the competitiveness and sustainability of a semiconductor manufacturer with cloud manufacturing. J. Sustain. 6, 251–266 (2014)CrossRef Chen, T.: Strengthening the competitiveness and sustainability of a semiconductor manufacturer with cloud manufacturing. J. Sustain. 6, 251–266 (2014)CrossRef
8.
Zurück zum Zitat Liu I, Jiang H.: Research on key technologies for design services collaboration in cloud manufacturing. In: 16th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 824–829 IEEE (2012) Liu I, Jiang H.: Research on key technologies for design services collaboration in cloud manufacturing. In: 16th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 824–829 IEEE (2012)
9.
Zurück zum Zitat Cheng, Y., Zhang, Y., Lv, L., Liu, J.R., Tao, F., Zhang, L.: Analysis of cloud service transaction in cloud manufacturing. In: IEEE International Conference on Industrial Informatics, pp. 320–325 (2012) Cheng, Y., Zhang, Y., Lv, L., Liu, J.R., Tao, F., Zhang, L.: Analysis of cloud service transaction in cloud manufacturing. In: IEEE International Conference on Industrial Informatics, pp. 320–325 (2012)
10.
Zurück zum Zitat Tao, F., Zuo, Y., Xu, L.D., et al.: IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing. J. IEEE Trans. Ind. Inform. 10, 1547–1557 (2014)CrossRef Tao, F., Zuo, Y., Xu, L.D., et al.: IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing. J. IEEE Trans. Ind. Inform. 10, 1547–1557 (2014)CrossRef
11.
Zurück zum Zitat Wang, L.: Machine availability monitoring and machining process planning towards Cloud manufacturing. CIRP J. Manufact. Sci. Technol. 6, 263–273 (2013)CrossRef Wang, L.: Machine availability monitoring and machining process planning towards Cloud manufacturing. CIRP J. Manufact. Sci. Technol. 6, 263–273 (2013)CrossRef
12.
Zurück zum Zitat Liu, X., Li, Y., Wang, L.: A cloud manufacturing architecture for complex parts machining. J. Manufact. Sci. Eng. 137, 061009 (2014)CrossRef Liu, X., Li, Y., Wang, L.: A cloud manufacturing architecture for complex parts machining. J. Manufact. Sci. Eng. 137, 061009 (2014)CrossRef
13.
Zurück zum Zitat Cao, Y., Wang, S., Kang, L., et al.: Study on machining service modes and resource selection strategies in cloud manufacturing. Int. J. Adv. Manufact. Technol. pp. 1–17 (2015) Cao, Y., Wang, S., Kang, L., et al.: Study on machining service modes and resource selection strategies in cloud manufacturing. Int. J. Adv. Manufact. Technol. pp. 1–17 (2015)
14.
Zurück zum Zitat Liu, Z.Z., Chu, D.H., Song, C., et al.: Social learning optimization (SLO) algorithm paradigm and its application in QoS-aware cloud service composition. Inf. Sci. Int. J. 326, 315–333 (2016) Liu, Z.Z., Chu, D.H., Song, C., et al.: Social learning optimization (SLO) algorithm paradigm and its application in QoS-aware cloud service composition. Inf. Sci. Int. J. 326, 315–333 (2016)
15.
Zurück zum Zitat Gabrel, V., Manouvrier, M., Murat, C.: Web services composition: complexity and models. J. Discrete Appl. Math. 196, 67–82 (2014)MathSciNetMATH Gabrel, V., Manouvrier, M., Murat, C.: Web services composition: complexity and models. J. Discrete Appl. Math. 196, 67–82 (2014)MathSciNetMATH
16.
Zurück zum Zitat Liu, W., Liu, B., Sun, D., et al.: 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. Manufact. 26, 786–805 (2013)CrossRef Liu, W., Liu, B., Sun, D., et al.: 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. Manufact. 26, 786–805 (2013)CrossRef
17.
Zurück zum Zitat Huang, B., Tao, C.L.F.: A chaos control optimal algorithm for QoS-based service composition selection in cloud manufacturing system. J. Enterp. Inf. Syst. 8, 445–463 (2014)CrossRef Huang, B., Tao, C.L.F.: A chaos control optimal algorithm for QoS-based service composition selection in cloud manufacturing system. J. Enterp. Inf. Syst. 8, 445–463 (2014)CrossRef
18.
Zurück zum Zitat Vahit, K.: Lu V. An object-oriented approach for multi-objective flexible job-shop scheduling problem. Expert Syst. Appl. Int. J. 45, 71–84 (2016)CrossRef Vahit, K.: Lu V. An object-oriented approach for multi-objective flexible job-shop scheduling problem. Expert Syst. Appl. Int. J. 45, 71–84 (2016)CrossRef
Metadaten
Titel
Service Model and Service Selection Strategies for Cross-regional Intelligent Manufacturing
verfasst von
Xinye Chen
Ping Zhang
Weile Liang
Fang Li
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-44350-8_21

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