Abstract
In this paper, by combining the gray system theory and analytic hierarchy process to process product big data and evaluate product quality to determine the standard, through the questionnaire survey and expert interviews to determine 16 product quality indicators. This paper adds the relevant indicators of ecological quality “degree of pollution to the environment and reasonable use of resources” to establish and improve the product quality evaluation system. Taking the refrigerator of Midea as an example, the internal quality, appearance quality, economic quality, market quality and ecology of the product From the perspective of quality, the quality of the selected three models of refrigerators can be evaluated, and the quality of refrigerators under the unified standard evaluation system can be reflected intuitively through quantitative methods.
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References
Deng, J.: Grey system review. World Sci. 07, 1–5 (1983)
Liu, S., Yang, Y., Wu, L., et al.: Grey System Theory and its Application. Science Press, Beijing (2015)
Zhang, Q., Guo, X., Deng, J.: Grey relational procedural analysis method. Syst. Eng. Theory Pract. 16(8), 7–11 (1996)
Zhao, Y., Wei, S., Mei, Z.: A new theoretical model of grey correlation analysis. Syst. Eng. Electron. Technol. (10), 37–40 + 71 (1998)
Li, H., Wang, S., Liu, Y.: Evaluation method and empirical study of regional collaborative development based on grey correlation theory and distance collaborative model. Syst. Eng. Theory Pract. 34(07), 1749–1755 (2014)
Shi, B., Shao, W.: The measurement and determinants of export quality of chinese enterprises——microscopic perspective of cultivating new advantages of export competition. Manag. World 09, 90–106 (2014)
Xu, Y.: Evaluation method of radar product design quality. Stand. Sci. 06, 148–152 (2018)
Zhang, Y., Gao, W., Tan, L.: Design of service quality evaluation system for earth resources satellite products. Sci. Res. Manag. 36(S1), 528–536 (2015)
Sheu, D.D., Hong, J., Ho, C.L.: New product identification and design through super-system trimming. Comput. Ind. Eng. 111, 251–262 (2017)
Pourghasemi, H.R., Pradhan, B., Gokceoglu, C.: Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed. Iran. Nat. Haz. 63(2), 965–996 (2012)
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Niu, Y. (2021). Theoretical Research on Product Quality Evaluation Under the Background of Large Data Based on Gray System——Using Midea Refrigerator as a Case Study. In: Atiquzzaman, M., Yen, N., Xu, Z. (eds) Big Data Analytics for Cyber-Physical System in Smart City. BDCPS 2020. Advances in Intelligent Systems and Computing, vol 1303. Springer, Singapore. https://doi.org/10.1007/978-981-33-4572-0_152
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DOI: https://doi.org/10.1007/978-981-33-4572-0_152
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