Microgrid system health management

• Main Author: Yeo, Wee Tat
• Other Authors: Soong Boon Hee
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/150011
• Institution: Nanyang Technological University

This project focuses on the development of a supervised machine learning model for fault detection and prognosis in a Permanent Magnet Synchronous Generator (PMSG) system. With a prolonged use of electrical machines, wear and tear in some of the components will occur, which will affect the performan...