Machine Learning Approach to Day-Ahead Scheduling for Multiperiod Energy Markets Under Renewable Energy Generation Uncertainty.
Fumiya WatanabeTakahiro KawaguchiTakayuki IshizakiHideaki TakenakaTakashi Y. NakajimaJun-ichi ImuraPublished in: CDC (2018)
Keyphrases
- renewable energy
- wind power
- machine learning
- solar energy
- electricity markets
- wind energy
- wind speed
- electric vehicle charging
- power generation
- fossil fuels
- production planning
- short term
- neuro fuzzy
- market clearing
- robust optimization
- wind farm
- wind turbine
- power plant
- power system
- power consumption
- production cost
- bidding strategies
- stochastic programming
- learning algorithm
- software agents
- electronic commerce
- support vector machine
- long term
- resource allocation
- electric vehicles
- electric power
- market participants
- data mining
- forecasting model
- power supply
- market prices
- intelligent control
- decision making