8 citations · 8 across the 4 of their papers we have counts for
5 papers
A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction
G. V. Drisya, K. Satheesh Kumar
Wind speed modelling and prediction has been gaining importance because of its significant roles in various stages of wind energy management. In this paper, we propose a hybrid mod…
Variation of Chaotic Behaviour of Wind Speed Oscillations Across Indian Subcontinent
G V Drisya, Alex Thumba
Modelling the intermittency of wind speed has got significant relevance on many fields, including wind power generation and distribution. Most of the available modelling techniques…
Day-ahead prediction using time series partitioning with Auto-Regressive model
Dennis Cheruiyot Kiplangat, G. V. Drisya, K. Satheesh Kumar
Wind speed forecasting has received a lot of attention in the recent past from researchers due to its enormous benefits in the generation of wind power and distribution. The bigges…
Wind speed forecast using random forest learning method
G. V. Drisya, Valsaraj P., K. Asokan +1
Wind speed forecasting models and their application to wind farm operations are attaining remarkable attention in the literature because of its benefits as a clean energy source. I…
Cross-location wind speed forecasting for wind energy applications using machine learning based models
Valsaraj Perumpalot, G. V. Drisya, K. Satheesh Kumar
The widespread utilisation of grid-integrated wind electricity necessitates accurate and reliable wind speed forecasting to ensure stable grid and quality power. Machine learning a…