Reinforcement Learning Based Short Time Scale Operation of Wind-Solar-Thermal Coupling Generation System Considering Nonconvex Ramping Constraint.
Yao ZouQianggang WangYi GuQinqin XiaYuan ChiYiming ChangPublished in: IECON (2023)
Keyphrases
- renewable energy sources
- reinforcement learning
- power system
- power generation
- power plant
- computational intelligence
- air conditioning
- solar energy
- wind energy
- electricity markets
- electrical power
- wind power
- convex optimization
- renewable energy
- scale space
- objective function
- reinforcement learning algorithms
- optimal control
- learning algorithm
- function approximation
- dynamic programming
- global optimization
- short term
- infrared
- linear constraints
- generation process
- machine learning
- wind turbine
- quadratic optimization problems
- wind speed
- global constraints
- small scale
- soft computing
- markov decision processes
- state space
- long term
- multi agent