Author

Gulshan Sharma

3 papers indexed here

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Open access Sep 2026

Residential Electrical Load, Solar Energy and Electricity Bill Forecasting Using Hybrid Machine Learning Models with Time-of-Use Tariffs: A Case Study of Durban, South Africa

Accurate forecasting of energy consumption, renewable power output and utility expenditure is essential for sustainable planning of residential buildings and improving smart grid integration. This study presents several techniques such as random forest, gradient boosting regression, extreme gradient boosting, deep beli...

T. Adefarati, Gulshan Sharma, P. Bokoro et al. · Energies · 0 citations

Open access Sep 2026

Explainable and Uncertainty-Aware Machine Learning for EV Energy Consumption Prediction

Electric vehicle consumption prediction is essential for improving route planning, charging management, and battery utilization. Although machine learning approaches have shown promising capability in prediction, the majority of the existing research mostly emphasizes point prediction, providing limited model interpret...

Priyanka Raturi Semwal, Sachin Sharma, P. Thakur et al. · World Electric Vehicle Journ... · 0 citations

Open access Sep 2026

A Novel Weighted Composite-Objective-Based Evolutionary Framework for PID-Based Temperature Control of Nonlinear CSTR Systems

Error minimization alone is insufficient for industrial process control. This article develops a weighted composite-objective evolutionary optimization scheme for regulating the temperature of a nonlinear, jacket-equipped continuous stirred-tank reactor (CSTR) using a PID controller. Such reactors exhibit strong nonlin...

Snigdha Chaturvedi, K. Gandhi, N. Saxena et al. · Mathematics · 0 citations