The proposed framework focuses on enhancing the reliability of DC arc-fault detection, a critical component for safety in residential photovoltaic systems.
By utilizing advanced algorithms, the framework is designed to operate effectively under real-world conditions, thereby improving detection capabilities.
The initiative targets the reduction of fire hazards associated with DC arc faults, which are a significant concern in photovoltaic system installations.