M. M. Manjurul Islam

Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach

Md. Nazmul Hasan, Rafia Nishat Toma, Abdullah-Al Nahid et al. · Energies · 2019 · 358 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

A reliable technique for remaining useful life estimation of rolling element bearings using dynamic regression models

Wasim Ahmad, Sheraz Ali Khan, M. M. Manjurul Islam et al. · Reliability Engineering & System Safety · 2018 · 207 citations

Condition Monitoring, Dynamic Regression Models, Engineering +11

Acoustic spectral imaging and transfer learning for reliable bearing fault diagnosis under variable speed conditions

Md Junayed Hasan, M. M. Manjurul Islam, Jong-Myon Kim · Measurement · 2019 · 202 citations · Full text

Fault Diagnosis, Condition Monitoring, Variable Speed Conditions +8

Automated bearing fault diagnosis scheme using 2D representation of wavelet packet transform and deep convolutional neural network

M. M. Manjurul Islam, Jong-Myon Kim · Computers in Industry · 2019 · 196 citations

Fault Diagnosis, Engineering, Machine Learning +8

Reliable multiple combined fault diagnosis of bearings using heterogeneous feature models and multiclass support vector Machines

M. M. Manjurul Islam, Jong-Myon Kim · Reliability Engineering & System Safety · 2018 · 170 citations

Fault Diagnosis, Engineering, Machine Learning +9