A fuzzy-based output power smoothing of WECS using short-term ahead prediction of wind speed.
Yuya IzumiAlok PratapYoshihisa KinjyoAki UeharaAtsushi YonaTomonobu SenjyuToshihisa FunabashiEndusa Billy MuhandoPublished in: FUZZ-IEEE (2011)
Keyphrases
- short term
- wind speed
- load forecasting
- meteorological data
- wind power
- long term
- short term prediction
- wind turbine
- motion prediction
- power generation
- short term and long term
- relative humidity
- arima model
- fuzzy logic
- chaotic time series
- fuzzy inference
- fuzzy sets
- fuzzy rules
- stock market
- fuzzy clustering
- medium term
- long term memory
- wind farm
- forecasting model
- short and long term
- membership functions
- prediction model
- artificial intelligence
- input variables
- genetic algorithm