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Machine learning-based predictive control using noisy data: evaluating performance and robustness via a large-scale process simulator

Zhe Wu, Junwei Luo, David Rincón, Panagiotis D. Christofides

2021Process Safety and Environmental Protection42 citationsDOIOpen Access PDF

Topics & Concepts

OverfittingRobustness (evolution)Computer scienceMachine learningArtificial intelligenceDropout (neural networks)Artificial neural networkProcess (computing)Noise (video)Data modelingImage (mathematics)BiochemistryGeneOperating systemChemistryDatabaseFault Detection and Control SystemsAdvanced Control Systems OptimizationReservoir Engineering and Simulation Methods
Machine learning-based predictive control using noisy data: evaluating performance and robustness via a large-scale process simulator | Litcius