Upma Singh

A Machine Learning-Based Gradient Boosting Regression Approach for Wind Power Production Forecasting: A Step towards Smart Grid Environments

Upma Singh, M. Rizwan, Muhannad Alaraj et al. · Energies · 2021 · 205 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18

Wind Energy Scenario, Success and Initiatives towards Renewable Energy in India—A Review

Upma Singh, M. Rizwan, Hasmat Malik et al. · Energies · 2022 · 111 citations · Full text

Engineering, Renewable Energy Investors, India—a Review +17

SCADA system dataset exploration and machine learning based forecast for wind turbines

Upma Singh, M. Rizwan · Results in Engineering · 2022 · 65 citations · Full text

Scada System, Engineering, Machine Learning +11

Analysis of wind turbine dataset and machine learning based forecasting in SCADA-system

Upma Singh, M. Rizwan · Journal of Ambient Intelligence and Humanized Computing · 2022 · 37 citations

Engineering, Machine Learning, Smart Grid +9

Forecasting rooftop photovoltaic solar power using machine learning techniques

Upma Singh, Shekhar Singh, Saket Gupta et al. · Energy Reports · 2025 · 34 citations · Full text