Taking advantage of Artificial Neural Networks for the Unit Commitment problem resolution

Develop a UC optimization model in Python-Pyomo. Develop a Neural Network to learn from all the consecutive executions of the UC model. Use de Neural Network to estimate different output variables of the UC problem. Study the possibility of interaction between the Neural Network and the UC model to improve its performance.