Method and system to predict power plant performance

The present disclosure relates to the use of hybrid predictive models (150) to predict one or more of performance, availability, or degradation of a power plant or a component of the power plant. The hybrid predictive model (150) comprises at least two model components, one based on a physics-based...

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Bibliographische Detailangaben
Hauptverfasser: Subbu, Rajesh Venkat, Fujita, Lincoln Mamoru, Yan, Weizhong, Mitchell, Richard J, Hoskin, Robert Frank, Ouellet, Noemie Dion, Bonissone, Piero Patrone
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:The present disclosure relates to the use of hybrid predictive models (150) to predict one or more of performance, availability, or degradation of a power plant or a component of the power plant. The hybrid predictive model (150) comprises at least two model components, one based on a physics-based modeling approach (152) and one based on an observational or data-based modeling approach (154). The hybrid predictive model (150) may self-tune or self-correct as operational performance varies over time.