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Real-time machine-learning-based optimization using input convex long short-term memory network
Neural network-based optimization and control methods, often referred to as black-box
approaches, are increasingly gaining attention in energy and manufacturing systems …
approaches, are increasingly gaining attention in energy and manufacturing systems …
A tutorial review of machine learning-based model predictive control methods
This tutorial review provides a comprehensive overview of machine learning (ML)-based
model predictive control (MPC) methods, covering both theoretical and practical aspects. It …
model predictive control (MPC) methods, covering both theoretical and practical aspects. It …