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Root cause diagnosis of plant-wide oscillations using Granger causality.

Authors :
Yuan, Tao
Qin, S. Joe
Source :
Journal of Process Control. Feb2014, Vol. 24 Issue 2, p450-459. 10p.
Publication Year :
2014

Abstract

Highlights: [•] The paper presents a new data-driven time series method for diagnosing the sources of plant-wide oscillations. [•] The proposed method combines the Granger causality, spectral Granger causality, and principal component feature selection. [•] Simulation and industrial case studies demonstrate that the effectiveness of the proposed method. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09591524
Volume :
24
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Process Control
Publication Type :
Academic Journal
Accession number :
94896691
Full Text :
https://doi.org/10.1016/j.jprocont.2013.11.009