M M Manjurul Islam received his B.Sc. (2007) degree in Computer Science and Engineering from Rajshahi University of Engineering and Technology(RUET), Rajshahi, Bangladesh. He is currently pursuing his Intergraded (M.S. and Ph.D.) degrees in Computer Engineering, since August 2014, from University of Ulsan (UOU), Ulsan, South Korea.
My current research interests include condition monitoring, data-driven fault diagnosis/prognosis using signal processing, data mining, and machine learning techniques, and high-performance computing. Advanced signal processing and improved machine learning (ML) and artificial intelligence(AI) algorithms are applied to enhance the desired signals corrupted by noise into incipient fault detection and machine diagnostics/prognostics. These algorithms together with acoustic emission sensors are currently being used in low speed machinery condition monitoring.
-Fault Prognosis and Health Management
-Condition Monitoring/Fault Diagnosis