2022
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning
AAAI 2022technical
Optimizing the combustion efficiency of a thermal power generating unit (TPGU) is a highly challenging and critical task in the energy industry. We develop a new data-driven AI system, namely DeepThermal, to optimize the combustion control strategy for TPGUs. At its core, is a new model-based offlin…