| Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems A Kouadri, M Hajji, MF Harkat, K Abodayeh, M Mansouri, H Nounou, ... Renewable Energy 150, 598-606, 2020 | 137 | 2020 |
| Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems M Hajji, MF Harkat, A Kouadri, K Abodayeh, M Mansouri, H Nounou, ... European Journal of Control 59, 313-321, 2021 | 92 | 2021 |
| Reduced kernel random forest technique for fault detection and classification in grid-tied PV systems K Dhibi, R Fezai, M Mansouri, M Trabelsi, A Kouadri, K Bouzara, ... IEEE Journal of Photovoltaics 10 (6), 1864-1871, 2020 | 92 | 2020 |
| Fault detection and diagnosis in a cement rotary kiln using PCA with EWMA-based adaptive threshold monitoring scheme A Bakdi, A Kouadri, A Bensmail Control Engineering Practice 66, 64-75, 2017 | 81 | 2017 |
| A new adaptive PCA based thresholding scheme for fault detection in complex systems A Bakdi, A Kouadri Chemometrics and Intelligent Laboratory Systems 162, 83-93, 2017 | 81 | 2017 |
| Shading fault detection in a grid-connected PV system using vertices principal component analysis L Rouani, MF Harkat, A Kouadri, S Mekhilef Renewable Energy 164, 1527-1539, 2021 | 61 | 2021 |
| New reduced kernel PCA for fault detection and diagnosis in cement rotary kiln F Bencheikh, MF Harkat, A Kouadri, A Bensmail Chemometrics and Intelligent Laboratory Systems 204, 104091, 2020 | 53 | 2020 |
| A modified moving window dynamic PCA with fuzzy logic filter and application to fault detection M Ammiche, A Kouadri, A Bensmail Chemometrics and intelligent laboratory systems 177, 100-113, 2018 | 48 | 2018 |
| A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones A Bakdi, A Kouadri, S Mekhilef Renewable and Sustainable Energy Reviews 103, 546-555, 2019 | 44 | 2019 |
| A combined monitoring scheme with fuzzy logic filter for plant-wide Tennessee Eastman Process fault detection M Ammiche, A Kouadri, A Bakdi Chemical Engineering Science 187, 269-279, 2018 | 42 | 2018 |
| Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection W Bounoua, AB Benkara, A Kouadri, A Bakdi Transactions of the Institute of Measurement and Control 42 (6), 1225-1238, 2020 | 35 | 2020 |
| A hybrid approach for process monitoring: Improving data-driven methodologies with dataset size reduction and interval-valued representation K Dhibi, R Fezai, M Mansouri, A Kouadri, MF Harkat, K Bouzara, ... IEEE Sensors Journal 20 (17), 10228-10239, 2020 | 33 | 2020 |
| Machine learning-based reduced kernel PCA model for nonlinear chemical process monitoring MF Harkat, A Kouadri, R Fezai, M Mansouri, H Nounou, M Nounou Journal of Control, Automation and Electrical Systems 31 (5), 1196-1209, 2020 | 29 | 2020 |
| Fault detection in a grid-connected photovoltaic system using adaptive thresholding method M Ammiche, A Kouadri, LM Halabi, A Guichi, S Mekhilef Solar Energy 174, 762-769, 2018 | 27 | 2018 |
| Designing alarm system using modified generalized delay-timer R Kaced, A Kouadri, K Baiche Journal of Loss Prevention in the Process Industries 61, 40-48, 2019 | 25 | 2019 |
| An improved plant‐wide fault detection scheme based on PCA and adaptive threshold for reliable process monitoring: Application on the new revised model of Tennessee Eastman process A Bakdi, A Kouadri Journal of Chemometrics 32 (5), e2978, 2018 | 23 | 2018 |
| Novel technique for transmission line parameters estimation using synchronised sampled data A Bendjabeur, A Kouadri, S Mekhilef IET Generation, Transmission & Distribution 14 (3), 506-515, 2020 | 22 | 2020 |
| An adaptive threshold estimation scheme for abrupt changes detection algorithm in a cement rotary kiln A Kouadri, A Bensmail, A Kheldoun, L Refoufi Journal of computational and applied mathematics 259, 835-842, 2014 | 22 | 2014 |
| Modelling the nonlinear dynamic behaviour of a boiler‐turbine system using a radial basis function neural network A Kouadri, A Namoun, M Zelmat International Journal of robust and nonlinear Control 24 (13), 1873-1886, 2014 | 21 | 2014 |
| Transmission line fault location by solving line differential equations A Bendjabeur, A Kouadri, S Mekhilef Electric Power Systems Research 192, 106912, 2021 | 20 | 2021 |
