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- 2017
制造物联网环境下动态制造资源建模与服务组合优化
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Abstract:
摘要 目的:在制造物联网的环境下,合理运用制造资源的实时动态信息优化制造车间的服务能力,实现制造资源的最优整合.方法:以制造车间中的人力、物料、设备3种主要制造资源为研究对象,对其进行服务化建模,设计了一种基于上下文感知的制造资源服务发现机制,采用了基于灰色关联度的多目标综合评价方法,优化服务组合方案.结果:所采用方法的运行时间能够保持在2500 ms的可以接受范围内,所提机制随着制造任务增加,组合成功率可提高了10%左右。结论:所提机制与采用的方法在保持资源组合响应效率的同时提高了可靠性.
| [1] | 程良伦, 王 涛, 肖 红,等. 智能制造物联网及应用实例[J]. 高科技与产业化, 2015, 11(3):68-75. |
| [2] | CHENG L L, WANG T,XIAO H,et al. Intelligent internet of manufacturing things and application examples[J]. High technology and industrialization , 2015, 11(3):68-75. |
| [3] | 张彩霞, 程良伦, 王向东. 基于信息物理融合系统的智能制造架构研究[J]. 计算机科学, 2013, 40(S1):37-40. |
| [4] | ZHANG C X, CHENG L L, WANG X D. Research on architechture of intelligent manufacturing based on cyber-physical system[J].Computer Science 2013, 40(S1):37-40. |
| [5] | PUTTONEN J, LOBOV A, LASTRA J L M. Semantics-based composition of factory automation processes encapsulated by web services[J]. IEEE Transactions on Industrial Informatics, 2013, 9(4):2349-2359. |
| [6] | TARI K, AMIRAT Y, CHIBANI A, et al. Context-aware dynamic service composition in ubiquitous environment[C]∥IEEE International Conference on Communications. IEEE, 2010:1-6. |
| [7] | WANG T, NIU C, CHENG L. A two-phase context-sensitive service composition method with the workflow model in cyber-physical systems[C]∥IEEE, International Conference on Computational Science and Engineering. IEEE Computer Society, 2014:1475-1482. |
| [8] | MENG S, WANG S, WU T, et al. An uncertainty-aware evolutionary scheduling method for cloud service provisioning[C]∥IEEE International Conference on Web Services. IEEE, 2016:506-513. |
| [9] | VALILAI O F, HOUSHMAND M. A platform for optimisation in distributed manufacturing enterprises based on cloud manufacturing paradigm[J]. International Journal of Computer Integrated Manufacturing, 2013, 27(11):1031-1054. |
| [10] | ZHANG Y, ZHANG G, WANG J, et al. Real-time information capturing and integration framework of the internet of manufacturing things[J]. International Journal of Computer Integrated Manufacturing, 2015, 28(8):811-822. |
| [11] | WANG T, ZHANG K, CHENG L. An energy-aware service composition framework for service-oriented wireless sensor networks[C]∥ACM Symposium on Applied Computing. ACM, 2014:408-410. |
| [12] | 张映锋, 张 耿, 杨 腾,等. 云制造加工设备服务化封装与云端化接入方法[J]. 计算机集成制造系统, 2014, 20(8):2029-2037. |
| [13] | ZHANG Y F, Zhang G, YANG T, et al. Service encapsulation and virtualization access method for cloud manufacturing machine[J].Computer Integrated Manufacturing System,2014, 20(8):2029-2037. |
| [14] | WANG L. Machine availability monitoring and machining process planning towards cloud manufacturing[J]. Cirp Journal of Manufacturing Science & Technology, 2013, 6(4):263-273. |
