Data-driven fault diagnosis of power converter systems

• Main Author: Su, Yuancheng
• Other Authors: Xu Yan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167346
• Institution: Nanyang Technological University

This project aims to develop a hardware platform which can operate a three-phase synchronous motor and simulate the open-circuit fault state of the IGBTs in the three-phase power inverter, acquire the time-varying current data of each three phase, and diagnosis the fault type by data-driven methods...