With the active promotion of green, low-carbon, and intelligent strategies in the energy
sector, the application of battery systems such as electric vehicles and energy storage …

Integration of renewable energy including solar energy is growing faster than ever before.
Solar energy supplies more than 1.3% of global power, and it is predicted to become the …

Artificial intelligence (AI) integration in the solar energy industry has created new
opportunities for resha** the renewable energy sector. The numerous ways that AI is …

Protection devices are extensively utilized in direct current (DC) systems to ensure their
normal operation and safety. However, series arc faults that establish current paths in the air …

DC arc faults, especially series arcing, can occur in photovoltaic (PV) systems and pose a
challenging detection and protection problem. Machine learning-based methods are …

This paper proposes a simple Convolutional Neural Network (CNN) program to classify
epileptic seizure. The diagnosis of epileptic seizure involves the identification and different …

Due to the wide applications of solar photovoltaic (PV) technology, safe operation and
maintenance of the installed solar panels become more critical as there are potential …

Series arc faults can cause fire hazards in dc distribution systems. During a series arc fault,
the line impedance usually increases rapidly and the arc current includes high-frequency …

Because of lack of current zero, dc arc is hard to be extinguished, which has become the
main reason causing faults in dc system. To find an effective method to detect dc arc faults is …

This paper aims at providing a reliable algorithm to identify photovoltaic (PV) series arc
faults regardless of complex fault-like interferences. Through conducting various arc fault …