Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep Convolutional Selective Autoencoder

The thermo-acoustic instabilities arising in combustion processes cause significant deterioration and safety issues in various human-engineered systems such as land and air based gas turbine engines. The phenomenon is described as selfsustaining and having large amplitude pressure oscillations with...

Full description

Bibliographic Details
Main Authors: Adedotun Akintayo, Kin Gwn Lore, Soumalya Sarkar, Soumik Sarkar
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2016-12-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:https://papers.phmsociety.org/index.php/ijphm/article/view/2461