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G. Suganeshwari

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Open access Jul 2026

Hybrid fuzzy C-means and deep learning framework for intelligent fault classification in solar PV systems

A novel hybrid intelligent classification system for PV fault detection is proposed by integrating Fuzzy C-Means (FCM) clustering and Deep Learning (DL) techniques such as Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), Bidirectional LSTM (BiLSTM) and Gated Recurrent Unit (GRU).

Jize Zhang, Prasun Sanki, V. Vignesh et al. · 0 citations