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Comprehensive Evaluation of Cloud Manufacturing Service Based on Fuzzy Theory

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Abstract

Comprehensive evaluation is the key to ensuring that cloud manufacturing services can run smoothly over the whole life cycle of products. It is therefore of great importance to carry out a careful scientific evaluation of cloud manufacturing services. In this paper, a combination of qualitative and quantitative methods was adopted based on fuzzy comprehensive evaluation (FCE), and a comprehensive evaluation index system and fuzzy trapezoidal membership function were established. At the same time, using the analytic hierarchy process (AHP) and entropy method, combination weights were obtained, and finally, a comprehensive evaluation model was determined using the five grades of “excellent”, “good”, “medium”, “qualified” and “poor”. Using 30 examples, it was verified that the established evaluation model could classify cloud manufacturing services effectively and systematically according to the different needs of users, thus providing a more effective reference for cloud manufacturing services.

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Acknowledgements

This research work was supported by the Education Department Project of Jilin Province, Grant No. JJKH20200659KJ; the Nature Science Foundation of China, under the project entitled “Research on the theory and method of manufacturability evaluation in cloud manufacturing environment”, Grant No. 51405030.

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Authors and Affiliations

  1. School of Mechatronic Engineering, Changchun University of Technology, Changchun, 130012, China

    Yanjuan Hu, Lizhe Wu, Xueqiao Pan, Zhanli Wang & Xiaoxia Xu

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  1. Yanjuan Hu
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  2. Lizhe Wu
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  3. Xueqiao Pan
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  4. Zhanli Wang
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  5. Xiaoxia Xu
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Correspondence to Yanjuan Hu.

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Hu, Y., Wu, L., Pan, X. et al. Comprehensive Evaluation of Cloud Manufacturing Service Based on Fuzzy Theory. Int. J. Fuzzy Syst. 23, 1755–1764 (2021). https://doi.org/10.1007/s40815-021-01071-4

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  • DOI: https://doi.org/10.1007/s40815-021-01071-4

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