Browsing NTNU Open by Author "Joseph, Jerome Vasanth"

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Weightless Neural Network-Based Detection and Diagnosis of Visual Faults in Photovoltaic Modules

Sridharan, Naveen Venkatesh; Joseph, Jerome Vasanth; Vaithiyanathan, Sugumaran; Aghaei, Mohammadreza (Peer reviewed; Journal article, 2023)

The present study introduces a novel approach employing weightless neural networks (WNN) for the detection and diagnosis of visual faults in photovoltaic (PV) modules. WNN leverages random access memory (RAM) devices to ...