Santhosh Madasthu

Ensemble empirical mode decomposition based adaptive wavelet neural network method for wind speed prediction

Santhosh Madasthu, Chintham Venkaiah, D. M. Vinod Kumar · Energy Conversion and Management · 2018 · 210 citations

Meteorology, Numerical Weather Prediction, Engineering +7

Short-term wind speed forecasting approach using Ensemble Empirical Mode Decomposition and Deep Boltzmann Machine

Santhosh Madasthu, Chintham Venkaiah, D. M. Vinod Kumar · Sustainable Energy Grids and Networks · 2019 · 103 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +10

Hybrid wind speed prediction framework using data pre-processing strategy based autoencoder network

Vishalteja Kosana, Kiran Teeparthi, Santhosh Madasthu · Electric Power Systems Research · 2022 · 26 citations

Engineering, Machine Learning, Data Science +10

A novel reinforced online model selection using Q-learning technique for wind speed prediction

Vishalteja Kosana, Kiran Teeparthi, Santhosh Madasthu et al. · Sustainable Energy Technologies and Assessments · 2021 · 22 citations

Engineering, Machine Learning, Data Science +10

A novel and hybrid framework based on generative adversarial network and temporal convolutional approach for wind speed prediction

Vishalteja Kosana, Kiran Teeparthi, Santhosh Madasthu · Sustainable Energy Technologies and Assessments · 2022 · 21 citations

Engineering, Machine Learning, Data Science +8