Moncef Chioua
Moncef Chioua
Scientist, ABB Corporate Research
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Cited by
Cited by
Causal analysis for alarm flood reduction
V Rodrigo, M Chioua, T Hagglund, M Hollender
IFAC-PapersOnLine 49 (7), 723-728, 2016
Advances in alarm data analysis with a practical application to online alarm flood classification
M Lucke, M Chioua, C Grimholt, M Hollender, NF Thornhill
Journal of Process Control 79, 56-71, 2019
Dependence of the error in the optimal solution of perturbation‐based extremum seeking methods on the excitation frequency
M Chioua, B Srinivasan, M Guay, M Perrier
The Canadian Journal of Chemical Engineering 85 (4), 447-453, 2007
Modeling machine health using gated recurrent units with entity embeddings and k-means clustering
I Amihai, M Chioua, R Gitzel, AM Kotriwala, D Pareschi, G Sosale, ...
2018 IEEE 16th International Conference on Industrial Informatics (INDIN …, 2018
Fault detection and identification combining process measurements and statistical alarms
M Lucke, A Stief, M Chioua, JR Ottewill, NF Thornhill
Control Engineering Practice 94, 104195, 2020
Performance improvement of extremum seeking control using recursive least square estimation with forgetting factor
M Chioua, B Srinivasan, M Guay, M Perrier
IFAC-PapersOnLine 49 (7), 424-429, 2016
Plant-wide root cause identification using plant key performance indicators (KPIs) with application to a paper machine
M Chioua, M Bauer, SL Chen, JC Schlake, G Sand, W Schmidt, ...
Control Engineering Practice 49, 149-158, 2016
Improving root cause analysis by detecting and removing transient changes in oscillatory time series with application to a 1, 3-butadiene process
B Zhou, M Chioua, M Bauer, JC Schlake, NF Thornhill
Industrial & Engineering Chemistry Research 58 (26), 11234-11250, 2019
Integrating plant and process information as a basis for automated plant diagnosis tasks
E Arroyo, A Fay, M Chioua, M Hoernicke
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation …, 2014
Diagnosis of oscillations in an industrial mineral process using transfer entropy and nonlinearity index
B Lindner, M Chioua, JWD Groenewald, L Auret, M Bauer
IFAC-PapersOnLine 51 (24), 1409-1416, 2018
An on-line SAX and HMM-based anomaly detection and visualization tool for early disturbance discovery in a dynamic industrial process
C Yiakopoulos, K Gryllias, M Chioua, M Hollender, I Antoniadis
Journal of Process Control 44, 134-159, 2016
Online alarm flood classification using alarm coactivations
M Lucke, M Chioua, C Grimholt, M Hollender, NF Thornhill
IFAC-PapersOnLine 51 (18), 345-350, 2018
Practical methods for detecting and removing transient changes in univariate oscillatory time series
B Zhou, M Chioua, JC Schlake
IFAC-PapersOnLine 50 (1), 7987-7992, 2017
Integration of alarm design in fault detection and diagnosis through alarm-range normalization
M Lucke, M Chioua, C Grimholt, M Hollender, NF Thornhill
Control Engineering Practice 98, 104388, 2020
Variable selection for fault detection and identification based on mutual information of alarm series
M Lucke, X Mei, A Stief, M Chioua, NF Thornhill
IFAC-PapersOnLine 52 (1), 673-678, 2019
On improving fault detection and diagnosis using alarm-range normalisation
M Lucke, M Chioua, C Grimholt, M Hollender, NF Thornhill
IFAC-PapersOnLine 51 (24), 1227-1232, 2018
Reusable big data system for industrial data mining-a case study on anomaly detection in chemical plants
R Borrison, B Klöpper, M Chioua, M Dix, B Sprick
Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018
Effect of excitation frequency in perturbation-based extremum seeking methods
M Chioua, B Srinivasan, M Perrier, M Guay
IFAC Proceedings Volumes 40 (5), 123-128, 2007
From oscillatory to non-oscillatory disturbances: A comparative review of root cause analysis methods
M Lucke, M Chioua, NF Thornhill
Journal of Process Control 113, 42-67, 2022
Forecasting of process disturbances using k-nearest neighbours, with an application in process control
F Borghesan, M Chioua, NF Thornhill
Computers & Chemical Engineering 128, 188-200, 2019
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