Modeling and sensitivity analysis of a multi-nets anns model for real-time performance-based condition monitoring of an industrial gas turbine engine

• Main Authors: Tahan, M., Sarwar, U., Muhammad, M., Abdul Karim, Z.A.
• Format: Article
• Published: Asian Research Publishing Network 2016
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85009172873&partnerID=40&md5=09a296449bd86af6d7efb602c3add765; http://eprints.utp.edu.my/25338/

The present study aims to investigate the use of Artificial Neural Networks (ANN) for the performance-based condition monitoring of indusrial gas turbine engines. Toward this end, a health assessment tool is presented by developing a Multi-Nets ANN model. A number of key performance parameters that...