Control Theory a Superior Paradigm over AI for Plant Performance? model predictive control (MPC) framework as the dominant paradigm for the control and adaptati

Control Theory a Superior Paradigm over AI for Plant Performance? model predictive control (MPC) framework as the dominant paradigm for the control and adaptation of asset-based facilities, and examine how specific AI techniques may be selectively used within this framework for performance improvement. Critical control functions, including observability and controllability, where AI/ML methods perform poorly in real-world applications.