Data-Driven Spatiotemporal Modeling and Control of Nonlinear Distributed Parameter Systems and Their Applications

Introduction.- Spatiotemporal LS-SVM Modeling Approach for Nonlinear DPSs.- Multi-kernel Spatiotemporal Model for Large Operation Range.- Graphic Relation-based Spatiotemporal Model for Large Spatial Region.- Online Low-order Spatiotemporal LS-SVM Modeling Approach.- Online Spatiotemporal ELM Modeling Method.- Knowledge-based Spatiotemporal Fuzzy Modeling Approach.- Spatiotemporal Recurrent Neural Network Modeling Approach.- Convolution and Memory Network-based Spatiotemporal Model.- Data-driven Spatiotemporal Inverse Control Approach.- KPCA-based Spatiotemporal Model Predictive Control Approach.- Two-Layer Rules-based Spatiotemporal Fuzzy Control Strategy.- Conclusion and Prospects.

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• Cibernética e teoria dos sistemas
• Matemática para engenheiros
• Engenharia do controlo automático

Spatiotemporal Model;Distributed Parameter Systems;Online Modeling ;Thermal Dynamics ;Robust Modeling ;Curing Process ;Energy Transfer;Adaptive Control ;Spatiotemporal Control ;Lithium-ion battery ;Forging Process ;Heating Furnace;Goethite Process;Neural Network;Fuzzy System;Intelligent Control