Probabilistic Support Vector Regression for Short-Term Prediction of Power Plants Equipment

A short-term forecasting approach is proposed for the purposes of condition monitoring. The proposed approach builds on the Probabilistic Support Vector Regression (PSVR) method. The tuning of the PSVR hyerparameters, the model identification and the uncertainty analysis are conducted via novel and...

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Bibliographic Details
Main Authors: J. Liu, R. Seraoui, V. Vitelli, E. Zio
Format: Article
Language:English
Published: AIDIC Servizi S.r.l. 2013-07-01
Series:Chemical Engineering Transactions
Online Access:https://www.cetjournal.it/index.php/cet/article/view/6352