C. Cui

Constraint-Aware and Energy-Efficient Control of an Integrated Chemical Process via Offline-to-Online Reinforcement Learning

Integrated chemical processes involving reaction, separation, recycle, and heat integration often exhibit strong nonlinearities, unit-to-unit coupling, and multiple operating constraints, making their safe and efficient control challenging. Purely online reinforcement learning may require risky trial-and-error explor...