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Lukasz Apiecionek

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Open access Aug 2026

Hybrid Fuzzy Convolutional Neural Networks for Photovoltaic Panel Anomaly Detection and Energy Optimization

A Hybrid Fuzzy Convolutional Neural Network (HFCNN) that integrates a fuzzy dense layer utilizing Ordered Fuzzy Numbers (OFNs) into the CNN architecture, establishing the feasibility of integrating Ordered Fuzzy Numbers into CNN architectures without requiring expert membership function design.

Lukasz Apiecionek · Energies · 0 citations