An expected lifetime of converters is of great importance for optimal decision-making in the
planning of modern Power Electronic (PE) systems. Hence, the lifetime management of …

Thanks to smart grids, more intelligent devices may now be integrated into the electric grid,
which increases the robustness and resilience of the system. The integration of distributed …

PhotoVoltaic (PV) systems are often subjected to operational faults which negatively affect
their performance. Corresponding to different types and natures, such faults prevent the PV …

Predictive maintenance for power electronic converters has emerged as a critical area of
research and development. With the rapid advancements in deep-learning techniques, new …

Nowadays, most countries convert conventional electricity power plants to green power
generation to limit CO 2 emissions and mitigate global warming. Hence, renewable energy …

Wind Turbines are the most crucial devices in wind energy conversion systems to increase
energy generation efficiency from wind sources. Blade failure in wind turbines is due to the …

A healthy operation of photovoltaic installations (similar to all electrical systems) is always
limited by breakdown, degradation due to aging, or imbalance caused by weather …

The energy production efficiency of photovoltaic (PV) systems can be degraded due to the
complicated operating environment. Given the huge installed capacity of large-scale PV …

This research proposes a new method to localize multiple switch-open-circuit (SOC) faults in
a high-power wind turbine system (WTS) with a permanent magnet synchronous generator …

Generally, photovoltaic (PV) fault detection approaches can be divided into two groups: end-
to-end and threshold methods. The end-to-end method typically uses a deep neural network …