| A comprehensive review of artificial intelligence-based approaches for rolling element bearing PHM: Shallow and deep learning M Hamadache, JH Jung, J Park, BD Youn JMST Advances 1, 125-151, 2019 | 145 | 2019 |
| On replacing PID controller with deep learning controller for DC motor system K Cheon, J Kim, M Hamadache, D Lee Journal of Automation and Control Engineering Vol 3 (6), 1-5, 2015 | 118 | 2015 |
| Rotor speed-based bearing fault diagnosis (RSB-BFD) under variable speed and constant load M Hamadache, D Lee, KC Veluvolu IEEE Transactions on industrial Electronics 62 (10), 6486-6495, 2015 | 97 | 2015 |
| On the Fault Detection and Diagnosis of Railway Switch and Crossing Systems: An Overview M Hamadache, S Dutta, O Olaby, R Ambur, E Stewart, R Dixon Applied Sciences 9 (23), 2019 | 82 | 2019 |
| Principal component analysis based signal-to-noise ratio improvement for inchoate faulty signals: Application to ball bearing fault detection M Hamadache, D Lee International Journal of Control, Automation and Systems 15 (2), 506-517, 2017 | 58 | 2017 |
| A positive energy residual (PER) based planetary gear fault detection method under variable speed conditions J Park, M Hamadache, JM Ha, Y Kim, K Na, BD Youn Mechanical Systems and Signal Processing 117, 347-360, 2019 | 50 | 2019 |
| Vibration-based bearing fault detection and diagnosis via image recognition technique under constant and variable speed conditions M Hamadache, D Lee, E Mucchi, G Dalpiaz Applied sciences 8 (8), 1392, 2018 | 27 | 2018 |
| Real-time diagnostic method of gas turbines operating under transient conditions in hybrid power plants E Tsoutsanis, M Hamadache, R Dixon Journal of Engineering for Gas Turbines and Power 142 (10), 101002, 2020 | 21 | 2020 |
| Residual-based fault detection method: application to railway switch & crossing (S&C) system M Hamadache, S Dutta, R Ambur, O Olaby, E Stewart, R Dixon 2019 19th International Conference on Control, Automation and Systems (ICCAS …, 2019 | 16 | 2019 |
| An adaptive graph morlet wavelet transform for railway wayside acoustic detection D Zhang, M Xie, M Hamadache, M Entezami, E Stewart Journal of Sound and Vibration 529, 116965, 2022 | 13 | 2022 |
| Improving signal-to-noise ratio (SNR) for inchoate fault detection based on principal component analysis (PCA) M Hamadache, D Lee 2014 14th International Conference on Control, Automation and Systems (ICCAS …, 2014 | 11 | 2014 |
| Development of a novel railway positioning system using RFID technology O Olaby, M Hamadache, D Soper, P Winship, R Dixon Sensors 22 (6), 2401, 2022 | 10 | 2022 |
| A comprehensive review of artificial intelligence-based approaches for rolling element bearing PHM: shallow and deep learning. JMST Advances, 1 (1–2), 125–151 M Hamadache, JH Jung, J Park, BD Youn | 10 | 2019 |
| Bearing fault effect on induction motor stator current modeling based on torque variations J Kim, I Yang, D Kim, M Hamadache, D Lee 2012 12th International Conference on Control, Automation and Systems, 814-818, 2012 | 10 | 2012 |
| Wind turbine main bearing fault detection via shaft speed signal analysis under constant load M Hamadache, D Lee 2016 16th International Conference on Control, Automation and Systems (ICCAS …, 2016 | 8 | 2016 |
| Principal component analysis for 3D-manipulator robot control system M Hamadache, J Kim, D Lee 2012 16th IEEE Mediterranean Electrotechnical Conference, 395-398, 2012 | 4 | 2012 |
| Absolute Value Principal Components Analysis (AVPCA) and Parameter Estimation (PE) to bearing fault detection using rotor speed signal monitoring—A comparative study M Hamadache, D Lee 2016 IEEE Region 10 Symposium (TENSYMP), 367-372, 2016 | 3 | 2016 |
| Principal components analysis based fault detection and isolation for electronic throttle control system M Hamadache, D Lee 2012 12th International Conference on Control, Automation and Systems, 808-813, 2012 | 3 | 2012 |
| Railways Discovering Mechatronics and Monitoring – An Overview R Goodall, R Dixon, M Hamadache, C Ward 21st IFAC World Congress, Berlin, Germany, July 12-17, 2020., 2020 | 2 | 2020 |
| Innovative Technologies for Railway Track Switches M Hamadache, R Ambur, O Olaby, S Dutta, J Shih, E Stewart, R Dixon 21st IFAC World Congress, Berlin, Germany, July 12-17, 2020, 2020 | 2 | 2020 |
