Previous research has combined model-free reinforcement learning with model-based tree search methods to solve the unit commitment problem stochastic demand and renewables generation. This approach was limited shallow depths suffered from significant variability in run time across instances varying complexity. To mitigate these issues, we extend this methodology more advanced algorithms based o...

Unit Commitment (UC) is a fundamental problem in power system operations. When coupled with generation maintenance, the joint optimization poses significant computational challenges due to coupling constraints linking maintenance and UC decisions. Obviously, these grow size of network. With introduction sensors for monitoring generator health condition-based maintenance(CBM), have been magnifie...