k-NN and ANN based deterministic and probabilistic wind speed forecasting intelligent approach
Author:
Affiliation:
1. Deparment of Electrical Engineering, Manav Bharti University, Solan, HP, India
2. International Institute of Health Management Research, New Delhi, India
3. Electrical Engineering Department, IIT Delhi, New Delhi, India
Publisher
IOS Press
Subject
Artificial Intelligence,General Engineering,Statistics and Probability
Reference27 articles.
1. Long-term wind speed and power forecasting using local recurrent neural network models;Barbounis;IEEE Transactions on Energy Conversion,2006
2. Wind power forecasting using advanced neural networks models;Kariniotakis;IEEE Trans. Energy Convers,1996
3. Forecasting wind with neural networks;More;Marine Structures,2003
4. Wind speed forecasting model for northern-western region of india using decision tree and multi layer perceptron neural network approach;Parul;Interdisciplinary Environmental Review,2018
5. Wind Speed and Power Prediction of Prominent Wind Power Potential States in India using GRNN;Savita;Proc. IEEE ICPEICES-2016,2016
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