Model Quality Assessment and Model Mismatch Detection: A Temporal Smoothness Regularization Approach
Model Quality Assessment and Model Mismatch Detection: A Temporal Smoothness Regularization Approach is a scholarly work, published in 2018 in ''IFAC Proceedings Volumes''. The main subjects of the publication include regularization, quality, artificial intelligence, system identification, process, model predictive control, fault detection and isolation, smooth function, process modeling, generalization, and computer science. On the basis of the LTV model structure, a data-based model quality assessment approach is proposed, and the applicability is demonstrated through representative case studies.