Fault isolation for a complex decentralized waste water treatment facility

Decentralized waste water treatment facilities monitor many features that are complexly related. The ability to detect the onset of a fault and to identify variables accurately that have shifted because of the fault are vital to maintaining proper system operation and high quality produced water. Va...

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Veröffentlicht in:	Journal of the Royal Statistical Society Series C: Applied Statistics 2020-08, Vol.69 (4), p.931-951
Hauptverfasser:	Klanderman, Molly C., Newhart, Kathryn B., Cath, Tzahi Y., Hering, Amanda S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Change agents Change detection Change point detection Decentralization Fault detection Fault isolation Fused lasso Medical diagnosis Multivariate analysis Multivariate statistical process monitoring Operators Original Articles Parameter estimation Parameter identification Regularization Retrospective monitoring Simulation Variables Wastewater treatment Water quality Water treatment
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