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Multimode Process Monitoring Based on Sparse Principal Component Selection and Bayesian Inference-Based Probability

According to the demand for diversified products, modern industrial processes typically have multiple operating modes. At the same time, variables within the same mode often follow a mixture of Gaussian distributions. In this paper, a novel algorithm based on sparse principal component selection (SP...

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Main Authors: Xiaodong Jiang, Haitao Zhao, Bo Jin
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Limited 2015-01-01
Colecção:Mathematical Problems in Engineering
Acesso em linha:http://dx.doi.org/10.1155/2015/465372
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