Two-Stage Heuristic Approach for Solving the Long-Term Unit Commitment Problem with Hydro-Thermal Coordination.
Alexander FranzJulia RieckJürgen ZimmermannPublished in: OR (2015)
Keyphrases
- reinforcement learning
- unit commitment
- long term
- short term
- power generation
- multi agent
- mixed integer programming
- combinatorial optimization
- dynamic programming
- load forecasting
- cooperative
- markov decision processes
- electricity markets
- multi agent systems
- constraint satisfaction
- lagrangian relaxation
- power plant
- optimal solution
- lot sizing
- simulated annealing
- stock market
- power system
- wind speed
- artificial neural networks
- genetic algorithm