Auteur Jialin Liu
Documents disponibles écrits par cet auteur (4)
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Article : texte imprimé
Jialin Liu, Auteur ; Ding-Sou Chen, Auteur ; Jui-Fu Shen, Auteur |In the development of soft sensors for an industrial process, the colinearity of the predictor variables and the time-varying nature of the process need to be addressed. In many industrial applications, the partial least-squares (PLS) has been p[...]
Article : texte imprimé
In practice, an industrial polyethylene process produces various products, even often developing new production grades for market demand. Therefore, the process has not only multiple operating conditions, but also time-varying characteristics. I[...]
Article : texte imprimé
Jialin Liu, Auteur ; Ding-Sou Chen, Auteur |A novel process monitoring method based on modified Bayesian classification on PCA subspace is proposed. Fault detection and identification are the major steps to diagnose root causes of a process fault. However, before the faulty variables from[...]
Article : texte imprimé
Jialin Liu, Auteur ; Ding-Sou Chen, Auteur |Industrial processes are usually operated under normal conditions during daily production. For the purpose of improving product quality and productivity, the process engineers need to realize where the process variations come from. In this paper[...]
