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Multiple open switch fault diagnosis of three phase voltage source inverter using ensemble bagged tree machine learning technique
Three-phase converters based on insulated-gate bipolar transistors (IGBTs) are widely used
in various industrial applications. Faults in IGBTs can significantly affect the operation and …
in various industrial applications. Faults in IGBTs can significantly affect the operation and …
Open circuit fault diagnosis technique for inverter switches and gate drive malfunction
CN Ibem, ME Farrag… - 2023 58th International …, 2023 - ieeexplore.ieee.org
Open circuit faults (OCFs) in voltage source inverters (VSIs) can significantly affect their
performance and reliability. In this paper, a novel fault diagnosis technique (FDT) is …
performance and reliability. In this paper, a novel fault diagnosis technique (FDT) is …
Data-Driven Diagnosis of Multi-Class Open-Circuit Switch Faults in Three-Phase Front-End Converters
This paper analyzes the application of benchmark classification techniques for multi-class
diagnosis of open-circuit switch faults (OCSFs) in three-phase front-end converters (TP …
diagnosis of open-circuit switch faults (OCSFs) in three-phase front-end converters (TP …
Model-Based Sensor Fault Detection and Diagnosis in Closed-Loop Power Converters for Electric Vehicles
Electric Vehicle (EV) involves electric motors equipped with closed loop powered
conversion systems which use the energy from storage batteries for vehicle propulsion and …
conversion systems which use the energy from storage batteries for vehicle propulsion and …
[PDF][PDF] Fault Diagnosis of Inverter Power Switches Using Signal-Data Based Machine Learning
CN IBEM - 2024 - researchonline.gcu.ac.uk
Abstract Voltage Source Inverters (VSIs) are pivotal in modern power electronic systems,
supporting applications such as adjustable speed drives, power conditioning, and …
supporting applications such as adjustable speed drives, power conditioning, and …