| Fault detection by using the innovation signal: application to an exothermic reaction Y Chetouani Chemical Engineering and Processing: Process Intensification 43 (12), 1579-1585, 2004 | 46 | 2004 |
| Model selection and fault detection approach based on Bayes decision theory: Application to changes detection problem in a distillation column Y Chetouani Process Safety and Environmental Protection 92 (3), 215-223, 2014 | 42 | 2014 |
| Using Artificial Neural networks for the modelling of a distillation column. Y Chetouani Int. J. Comput. Sci. Appl. 4 (3), 119-133, 2007 | 34 | 2007 |
| Design of a multi-model observer-based estimator for Fault Detection and Isolation (FDI) strategy: application to a chemical reactor Y Chetouani Brazilian Journal of Chemical Engineering 25, 777-788, 2008 | 30 | 2008 |
| Fault detection in a chemical reactor by using the standardized innovation Y Chetouani Process Safety and Environmental Protection 84 (1), 27-32, 2006 | 30 | 2006 |
| A sequential probability ratio test (SPRT) to detect changes and process safety monitoring Y Chetouani Process Safety and Environmental Protection 92 (3), 206-214, 2014 | 27 | 2014 |
| A neural network approach for the real-time detection of faults Y Chetouani Stochastic Environmental Research and Risk Assessment 22, 339-349, 2008 | 26 | 2008 |
| Fault detection in the distillation column process using Kullback Leibler divergence L Aggoune, Y Chetouani, T Raïssi ISA transactions 63, 394-400, 2016 | 23 | 2016 |
| Application of extended kalman filtering to chemical reactor fault detection Y Chetouani, N Mouhab, JM Cosmao, L Estel Chemical engineering communications 189 (9), 1222-1241, 2002 | 23 | 2002 |
| Using neural networks for fault detection in a distillation column I Manssouri, Y Chetouani, B El Kihel International Journal of Computer Applications in Technology 32 (3), 181-186, 2008 | 20 | 2008 |
| Using the kalman filtering for the fault detection and isolation (FDI) in the nonlinear dynamic processes Y Chetouani International Journal of Chemical Reactor Engineering 6 (1), 2008 | 18 | 2008 |
| Fault detection strategy combining NARMAX model and Bhattacharyya distance for process monitoring L Aggoun, Y Chetouani Journal of the Franklin Institute 358 (3), 2212-2228, 2021 | 17 | 2021 |
| Change detection in a distillation column based on the generalized likelihood ratio approach Y Chetouani J Chem Eng Process Technol 2 (5), 1-6, 2011 | 17 | 2011 |
| Model-order reduction based on artificial neural networks for accurate prediction of the product quality in a distillation column Y Chetouani International journal of Automation and Control 3 (4), 332-351, 2009 | 17 | 2009 |
| Change detection in a distillation column using non‐linear auto‐regressive moving average with exogenous input model and Hellinger distance L Aggoune, Y Chetouani, H Radjeai IET Science, Measurement & Technology 10 (1), 10-17, 2016 | 15 | 2016 |
| Detecting changes in a distillation column by using a sequential probability ratio test Y Chetouani Systems Engineering Procedia 1, 473-480, 2011 | 15 | 2011 |
| Dynamic model‐based technique for detecting faults in a chemical reactor Y Chetouani, N Mouhab, JM Cosmao, L Estel Process safety progress 22 (3), 183-190, 2003 | 15 | 2003 |
| New prognosis approach for preventive and predictive maintenance—Application to a distillation column A Daher, G Hoblos, M Khalil, Y Chetouani Chemical Engineering Research and Design 153, 162-174, 2020 | 14 | 2020 |
| Using ARX and NARX approaches for modeling and prediction of the process behavior: application to a reactor‐exchanger Y Chetouani Asia‐Pacific Journal of Chemical Engineering 3 (6), 597-605, 2008 | 14 | 2008 |
| Use of cumulative sum (CUSUM) test for detecting abrupt changes in the process dynamics Y Chetouani International Journal of Reliability, Quality and Safety Engineering 14 (01 …, 2007 | 13 | 2007 |