Multi-model quality prediction approach using fuzzy C-means clustering and support vector regression

Quality prediction of complex production process has increasingly attracted the interests of manufacturers and researchers. Complex production process has the characteristics of sub-process mutual coupling, data show nonlinear, multi-inputs and multi-outputs, and it is difficult to realize process q...

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Bibliographic Details
Main Authors: Min Zhang, Zhenyu Cai, Wenming Cheng
Format: Article
Language:English
Published: SAGE Publishing 2017-08-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814017718474