Get started
Author

Upma Singh

A Machine Learning-Based Gradient Boosting Regression Approach for Wind Power Production Forecasting: A Step towards Smart Grid Environments
2021 · Upma Singh, Mohammad Rizwan, et al. · Energies · 269
PDF
Wind Energy Scenario, Success and Initiatives towards Renewable Energy in India—A Review
2022 · Upma Singh, Mohammad Rizwan, et al. · Energies · 140
PDF
SCADA system dataset exploration and machine learning based forecast for wind turbines
2022 · Upma Singh, M. Rizwan · Results in Engineering · 96
PDF
Forecasting rooftop photovoltaic solar power using machine learning techniques
2025 · Upma Singh, Shekhar Singh, et al. · Energy Reports · 75
Analysis of wind turbine dataset and machine learning based forecasting in SCADA-system
2022 · Upma Singh, M. Rizwan · Journal of Ambient Intelligence and Humanized Computing · 47
A feasibility study and cost benefit analysis of an off-grid hybrid system for a rural area electrification
2022 · Upma Singh, M. Rizwan · Solar Compass · 19
PDF
A Systematic Review on Selected Applications and Approaches of Wind Energy Forecasting and Integration
2021 · Upma Singh, Mohammad Rizwan · Journal of The Institution of Engineers (India) Series B · 13
Enhancing wind power forecasting from meteorological parameters using machine learning models
2022 · Upma Singh, M. Rizwan · Journal of Renewable and Sustainable Energy · 12
Photovoltaic Power Forecasting: A Review on Models and Future Research Directions
2026 · Upma Singh, Nisha Singh, et al. · IET Renewable Power Generation · 7
PDF
Analysis of Fuzzy Logic, ANN and ANFIS based Models for the Forecasting of Wind Power
2018 · Upma Singh, M. Rizwan · IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems · 7
Customer Retention Modeling over the OTT Platform using Machine Learning
2024 · Upma Singh, Sandeep Singh, et al. · Indian Journal of Science and Technology · 6
PDF
Improving solar power forecast from meteorological parameters with regression models
2024 · Shekhar Singh, Upma Singh · Energy Sources Part A Recovery Utilization and Environmental Effects · 5
Prediction of wind energy using intelligent approach
2012 · M. Rizwan, Sanju Saini, et al. · IEEE India International Conference on Power Electronics · 3
Comparative Study of Machine Learning Techniques to Forecast Short-Term Wind Power
2022 · Upma Singh, M. Rizwan · Algorithms for intelligent systems · 1
Data and code for: Rutin holds a dimer-interface pose in a Musa acuminata Phi-class glutathione transferase but not on a stress-associated zinc-finger protein
2026 · Bhowmick, Sumit, Singh, Upma · Zenodo (CERN European Organization for Nuclear Research)
Parameter-free hybrid RAO algorithm for reactive power optimization
2026 · Upma Singh, Saket Gupta, et al. · Scientific Reports
PDF
Parameter-free optimization algorithm effective and precise solution of the optimal power flow problem
2026 · Saket Gupta, Neeraj Kumar, et al. · Scientific Reports
PDF
A comprehensive critical analysis of the African vulture optimization algorithm and its applications, challenges and future directions
2026 · Upma Singh, Saket Gupta, et al. · Discover Applied Sciences
PDF
Global Renewable and Sustainable Energy Transition: Current Status, Emerging Advancements, and Strategic Challenges
2026 · Upma Singh, Nisha Singh, et al. · IET Renewable Power Generation
PDF
GPS Based Electronic Toll Collection System with Energy Harvesting Capability
2025 · Upma Singh, Rajveer Singh Yaduvanshi, et al. · IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS)
Inventory Sales and Demand Forecasting Using Machine Learning
2024 · Upma Singh, Rachit Joon, et al. · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
PDF
Error Evaluation of Short-Term Wind Power Forecasting Models
2022 · Upma Singh, M. Rizwan · Lecture notes in networks and systems
Works count: 22
Citation count: 700
H-index: 8
I10-index: 8
Year
Topic
Type