Open-Circuit Fault Diagnosis of Modular DC-DC Converter Based on Multi-Layer Perception

The analysis of fault diagnosis has become crucial in improving the reliable performance of DC-DC converters utilized in power micro-grid (MG) systems, electric vehicles (EVs), and photovoltaic (PV) systems. In recent times, novel data-driven-based algorithms have been introduced for fault detection...

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Veröffentlicht in:	2025 16th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC) S. 1 - 5
Hauptverfasser:	Zare, Armin, Babalou, Milad, Torkaman, Hossein
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 04.02.2025
Schlagworte:	Accuracy artificial neural networks (ANN) DC-DC converter DC-DC power converters Fault detection Fault diagnosis fault-diagnosis (FD) MOSFET Multi-Layer Perception (MLP) Noise open-circuit fault (OCF) Power electronics Prediction algorithms Predictive models Semiconductor device modeling
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