Microgrid system health management

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...

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