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Author

Iherorochi Nneji Richard

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Open access Sep 2026

Thermal-Aware Attention-Driven Deep Learning for Intelligent Solar Panel Defect Detection

As global awareness of climate change grows, renewable energy sources like solar power have become increasingly important. Photovoltaic (PV) systems, which convert sunlight into electricity using solar cells, are widely used due to their sustainability, low maintenance costs, and ease of installation. However, PV pa...

Iherorochi Nneji Richard · 0 citations
Open access Sep 2026

Visual-Aware Solar Forecasting: Attention-Driven Spatiotemporal Learning from Sky Images for Grid-Responsive PV Prediction

Solar energy plays a pivotal role in sustainable energy systems, yet its inherent variability due to weather dynamics poses significant challenges for grid integration and operational efficiency. This research addresses these challenges by proposing an attention-based sequence-to-sequence (Seq2Seq) deep learning mod...

Iherorochi Nneji Richard · 0 citations
Open access Sep 2026

Intelligent Materials Property Prediction for Petroleum Components: PPS–Carbon Fiber Composites Explainable AI

The mechanical properties of polymer composites, such as Polyphenylene Sulfide (PPS) reinforced with carbon fibers, are critical for engineering applications demanding high strength, lightweight, and durability. Accurate predictions of these properties, including flexural modulus and impact strength, are challenging...

Iherorochi Nneji Richard · 0 citations

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