IJREC V-12 I-02 2026

International Journal of Renewable Energy and its Commercialization
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International Journal of Renewable Energy and its Commercialization

IJREC V-12 I-02 2026

IJREC V-12 I-02 2026

Ahead of PrintSubscription 2026-07-07

A Performance Evaluation of Transformer, LSTM, and ARIMA Models for LoadForecastinginIndia’sRenewable-RichSmart Grid

By Sanket Sudhakar Thul, Ujwal Pankaj Tiwari, and Rani Singh

Abstract: India is trying to use renewable energy such as solar and wind to produce extreme and unpredictable fluctuations within India's National Smart Grid. These extreme fluctuations create difficulties for traditional load forecasting methods, including Autoregressive Integrated Moving Average (ARIMA) models, to provide stable and efficient operation through the creation of accurate short-term load forecasts. To…

Ahead of PrintSubscriptionOriginal Research 2026-06-26

An approach for Intelligent detection of dirty PV panels using image processing with YOLOv8

By Khushalchand S. Sharma and Shrikant Chavate

Abstract: The efficiency of solar photovoltaic (PV) systems is greatly affected by the condition of panel surfaces, as dust buildup and other impurities can noticeably reduce power output. Traditional maintenance methods rely largely on manual inspection, which can be subjective, inconsistent, and impractical for large-scale installations. To address these challenges, this work investigates a deep learning-based…