Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning.
Dongju KangDoeun KangSumin HwangboHaider NiazWon Bo LeeJ. Jay LiuJonggeol NaPublished in: CoRR (2022)
Keyphrases
- renewable energy
- storage systems
- electric vehicle charging
- optimal planning
- solar energy
- reinforcement learning
- power consumption
- wind power
- heuristic search
- file system
- planning problems
- state space
- domain independent
- learning algorithm
- admissible heuristics
- planning domains
- flash memory
- machine learning
- short term
- markov decision processes
- domain specific
- high performance computing
- multi dimensional
- wind speed
- electric vehicles
- power generation
- optimal policy
- power plant
- data mining
- power supply
- general purpose
- long term
- multi agent
- model checking