A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment.
Eyyup Ensar BasakinÖmer EkmekciogluHatice CitakogluMehmet ÖzgerPublished in: Neural Comput. Appl. (2022)
Keyphrases
- multistage
- soft computing
- wind speed
- wind power
- power plant
- preprocessing
- soft computing methods
- short term
- computational intelligence
- neural network
- fuzzy logic
- stochastic programming
- single stage
- intelligent systems
- power generation
- rough sets
- long term
- evolutionary computation
- wind farm
- fuzzy systems
- short term prediction
- handling uncertainty
- lot sizing
- dynamic programming
- robust optimization
- meteorological data
- data mining
- optimal policy
- hybrid intelligent systems
- intuitionistic fuzzy sets
- artificial neural networks
- proceedings of the th international conference
- sufficient conditions
- fuzzy sets
- data analysis
- feature extraction
- learning algorithm
- methodological aspects