Power converter system fault diagnosis based on AI tech

To improve the working stability and reliability of a three-phase converter, this article presents a novel method for detecting IGBT open-circuit faults in a three-phase two-level power converter. The method employs a combination of the Extreme Learning Machine (ELM) and Whale Optimization Algorithm...

Full description

Saved in:
Bibliographic Details
Main Author: Wu, Yuzhi
Other Authors: Xu Yan
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/167994
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English