研究目的
Investigating a novel photovoltaic (PV) bypass diode fault detection algorithm to enhance the detection accuracy of bypass diode failures in PV systems.
研究成果
The proposed PV bypass diode fault detection algorithm demonstrates high accuracy in detecting open-circuit bypass diode failures under various environmental conditions, with detection accuracies exceeding 99.39% and 99.74% under slow and fast solar irradiance transitions, respectively. Future work includes integrating the algorithm into industrial MPPT techniques to enhance performance during bypass diode failures.
研究不足
1. The algorithm can only detect open-circuit bypass diode conditions, not short-circuit conditions. 2. Detection is feasible only when the PV module is affected by at least 5% partial shading condition. 3. Mismatch conditions like PV hotspots and aging decrease the algorithm's accuracy. 4. The algorithm's accuracy depends on the precise determination of Vknee/Vmpp thresholds.