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2021 | OriginalPaper | Chapter

Theoretical Research on Product Quality Evaluation Under the Background of Large Data Based on Gray System——Using Midea Refrigerator as a Case Study

Author : Yuxiang Niu

Published in: Big Data Analytics for Cyber-Physical System in Smart City

Publisher: Springer Singapore

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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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Literature
1.
go back to reference Deng, J.: Grey system review. World Sci. 07, 1–5 (1983) Deng, J.: Grey system review. World Sci. 07, 1–5 (1983)
2.
go back to reference Liu, S., Yang, Y., Wu, L., et al.: Grey System Theory and its Application. Science Press, Beijing (2015) Liu, S., Yang, Y., Wu, L., et al.: Grey System Theory and its Application. Science Press, Beijing (2015)
3.
go back to reference Zhang, Q., Guo, X., Deng, J.: Grey relational procedural analysis method. Syst. Eng. Theory Pract. 16(8), 7–11 (1996) Zhang, Q., Guo, X., Deng, J.: Grey relational procedural analysis method. Syst. Eng. Theory Pract. 16(8), 7–11 (1996)
4.
go back to reference Zhao, Y., Wei, S., Mei, Z.: A new theoretical model of grey correlation analysis. Syst. Eng. Electron. Technol. (10), 37–40 + 71 (1998) Zhao, Y., Wei, S., Mei, Z.: A new theoretical model of grey correlation analysis. Syst. Eng. Electron. Technol. (10), 37–40 + 71 (1998)
5.
go back to reference 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) 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)
6.
go back to reference 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) 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)
7.
go back to reference Xu, Y.: Evaluation method of radar product design quality. Stand. Sci. 06, 148–152 (2018) Xu, Y.: Evaluation method of radar product design quality. Stand. Sci. 06, 148–152 (2018)
8.
go back to reference 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) 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)
9.
go back to reference Sheu, D.D., Hong, J., Ho, C.L.: New product identification and design through super-system trimming. Comput. Ind. Eng. 111, 251–262 (2017)CrossRef Sheu, D.D., Hong, J., Ho, C.L.: New product identification and design through super-system trimming. Comput. Ind. Eng. 111, 251–262 (2017)CrossRef
10.
go back to reference 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)CrossRef 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)CrossRef
Metadata
Title
Theoretical Research on Product Quality Evaluation Under the Background of Large Data Based on Gray System——Using Midea Refrigerator as a Case Study
Author
Yuxiang Niu
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-33-4572-0_152

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