Time series method for machine performance prediction using condition monitoring data

• Main Authors: Sarwar, U., Muhammad, M.B., Abdul Karim, Z.A.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2014
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925939871&doi=10.1109%2fI4CT.2014.6914212&partnerID=40&md5=746192e3b5d5801e5dee008f452deb03; http://eprints.utp.edu.my/31131/

Accurate machine performance prediction is crucial to an effective maintenance strategy for improved reliability and to reduce total maintenance cost. In this study, a time series neural network based approach is introduced to achieve more accurate and reliable performance prediction of machine usin...