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AI in Critical Infrastructure: From Applied Research to Industrial Translation
We present case studies in which AI methods have been used in conjunction with first-principles models to analyze and optimize industrial systems.
reinforcement learning for a heating system control vs. model predictive control vs. rule based control
optimized process control of a cement production plant
water quality assessment and prediction
The focus is on the practical application of the methods with regard to energy savings and decarbonization.
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