Efficient state estimation for post-combustion CO2 capture plants using PODAE-based reduced-order modeling
Siyu Liu, Zhichao Pan, Jing Chen, Jinfeng Liu
Topics & Concepts
Extended Kalman filterAutoencoderNonlinear systemComputer scienceProcess (computing)Artificial neural networkDimensionality reductionMultilayer perceptronKalman filterCurse of dimensionalityComputational complexity theoryState (computer science)Reduction (mathematics)Artificial intelligenceAlgorithmSystem dynamicsProcess statePerceptronNonlinear autoregressive exogenous modelData modelingFeature (linguistics)Transformation (genetics)DecompositionObservabilityControl theory (sociology)Estimation theoryProcess modelingModel order reductionA priori and a posterioriData miningConsistency (knowledge bases)EngineeringNonlinear modelSystem modelCarbon Dioxide Capture TechnologiesIntegrated Energy Systems OptimizationModel Reduction and Neural Networks