A novel interpretability machine learning model for wind speed forecasting based on feature and sub-model selection

Z Shang, Y Chen, D Lai, M Li, Y Yang - Expert Systems with Applications, 2024 - Elsevier
Accurate wind speed forecasting holds the potential to optimize wind farm design and
enhance the utilization of wind energy resources. However, the majority of current research …

[HTML][HTML] Hybrid wavelet-neural network models for time series

DK Kılıç, Ö Uğur - Applied Soft Computing, 2023 - Elsevier
The use of wavelet analysis contributes to better modeling for financial time series in the
sense of both frequency and time. In this study, S&P500 and NASDAQ data are separated …

ANFIS Wind Speed Estimator-Based Output Feedback Near-Optimal MPPT Control for PMSG Wind Turbine

NML Phan, DN Tung, TN Thanh, NTT Vu - Journal of Control, Automation …, 2023 - Springer
This paper proposed an estimator-based adaptive near-optimal output feedback control
algorithm for maximum power point tracking control of wind energy conversion system …

Wind power prediction using a nonlinear autoregressive exogenous model network: the case of Santa Marta, Colombia.

J Guillot, D Restrepo-Leal… - … Journal of Electrical …, 2023 - search.ebscohost.com
The monitoring of wind installations is key for predicting their future behavior, due to the
strong dependence on weather conditions and the stochastic nature of the wind. However …

[PDF][PDF] ANFIS Wind Speed Estimator-Based Output Feedback Near-Optimal MPPT Control for PMSG Wind Turbine

N Minh-Le Phan, DN Tung, TN Thanh… - the Journal of Control …, 2022 - researchgate.net
This paper proposed an estimator-based adaptive near-optimal output feedback control
algorithm for maximum power point tracking control of wind energy conversion system …

Comprehensive Assessment and Comparative Analysis of Deep Learning Models for Large-Scale Renewable Energy Power Generation Prediction: A National …

N Aksoy, I Genc - 2024 - researchsquare.com
In forecasting the future energy consumption and generation at the national level, strategic
planning for both the medium and long term becomes imperative. The trajectory of …

[PDF][PDF] ISTANBUL TECHNICAL UNIVERSITY★ GRADUATE SCHOOL

N AKSOY - 2023 - polen.itu.edu.tr
In many countries, including our own, large amounts of electrical power are generated
where the energy source is located, while it is consumed in areas with large industries and …