Bearing Fault Diagnosis under Variable Rotational Speeds Using Stockwell Transform-Based Vibration Imaging and Transfer Learning

by Md Junayed Hasan, Jong-Myon Kim
Published 2018-11-01

Fault Detection of a Spherical Tank Using a Genetic Algorithm-Based Hybrid Feature Pool and k-Nearest Neighbor Algorithm

by Md Junayed Hasan, Jong-Myon Kim
Published 2019-03-01

A Multitask-Aided Transfer Learning-Based Diagnostic Framework for Bearings under Inconsistent Working Conditions

by Md Junayed Hasan, Muhammad Sohaib, Jong-Myon Kim
Published 2020-12-01

An Explainable AI-Based Fault Diagnosis Model for Bearings

by Md Junayed Hasan, Muhammad Sohaib, Jong-Myon Kim
Published 2021-06-01

A Lightweight Deep Learning-Based Approach for Concrete Crack Characterization Using Acoustic Emission Signals

by Md. Arafat Habib, Md. Junayed Hasan, Jong-Myon Kim
Published 2021-01-01

A Fault Diagnosis Framework for Centrifugal Pumps by Scalogram-Based Imaging and Deep Learning

by Md Junayed Hasan, Akhand Rai, Zahoor Ahmad, Jong-Myon Kim
Published 2021-01-01

Health State Classification of a Spherical Tank Using a Hybrid Bag of Features and K-Nearest Neighbor

by Md Junayed Hasan, Jaeyoung Kim, Cheol Hong Kim, Jong-Myon Kim
Published 2020-04-01

Sleep State Classification Using Power Spectral Density and Residual Neural Network with Multichannel EEG Signals

by Md Junayed Hasan, Dongkoo Shon, Kichang Im, Hyun-Kyun Choi, Dae-Seung Yoo, Jong-Myon Kim
Published 2020-10-01