Fault diagnosis in industrial process by using LSTM and an elastic net

Fault diagnosis is important for industrial processes because it permits to determine the necessity of emergency stops in a process and/or to propose a maintenance plan. Two strategies for fault diagnosis are compared in this work. On the one hand, the data are preprocessed using the independent com...

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Bibliographic Details
Main Authors: M. A. Márquez-Vera, O. López-Ortega, L. E. Ramos-Velasco, R. M. Ortega-Mendoza, B. J. Fernández-Neri, N. S. Zúñiga-Peña
Format: Article
Language:Spanish
Published: Universitat Politècnica de València 2021-04-01
Series:Revista Iberoamericana de Automática e Informática Industrial RIAI
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Online Access:https://polipapers.upv.es/index.php/RIAI/article/view/13611
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