Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/148986
Title: Predictive maintenance system for aircraft engine using Azure
Authors: Tan, Cleona Yin Xuan
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2021
Publisher: Nanyang Technological University
Source: Tan, C. Y. X. (2021). Predictive maintenance system for aircraft engine using Azure. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148986
Abstract: The shift towards electric aircrafts from mechanical aircrafts has enabled the use of portable electrical devices to predict when to conduct maintenance services for the aircrafts. Previous research has primarily relied on faster troubleshooting to reduce the downtime of the aircrafts and thus, unable to allow aircrafts to be operationally available during such unnecessary downtime for troubleshooting. This project used cheap and portable micro-controller (B-L475E-IOT01A) which will be attached to an aircraft and obtain health parameters through Azure Cloud services while the aircraft is still operationally available. Analysation of such health parameters will then predict the time to hold maintenance services without affecting the operational availability of the aircrafts. This project was successful in programming B-L475E-IOT01A in STM32IDE to obtain and illustrate health parameters in Azure IoT Central for analysation. The flexibility of the program also allows the addition of features to enhance its ability to obtain health parameters.
URI: https://hdl.handle.net/10356/148986
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)

Files in This Item:
File Description SizeFormat 
FYP Final Report (Tan Yin Xuan Cleona).docx
  Restricted Access
9.4 MBMicrosoft WordView/Open

Page view(s)

76
Updated on Jan 17, 2022

Download(s)

4
Updated on Jan 17, 2022

Google ScholarTM

Check

Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.