1. An on-line SAX and HMM-based anomaly detection and visualization tool for early disturbance discovery in a dynamic industrial process. (August 2016) Authors: Yiakopoulos, Christos; Gryllias, Konstantinos; Chioua, Moncef; Hollender, Martin; Antoniadis, Ioannis Journal: Journal of process control Issue: Volume 44(2016:Aug.) Page Start: 134 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. An on-line SAX and HMM-based anomaly detection and visualization tool for early disturbance discovery in a dynamic industrial process. (August 2016) Authors: Yiakopoulos, Christos; Gryllias, Konstantinos; Chioua, Moncef; Hollender, Martin; Antoniadis, Ioannis Journal: Journal of process control Issue: Volume 44(2016:Aug.) Page Start: 134 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Causal analysis for alarm flood reduction. Issue 7 (2016) Authors: Rodrigo, Vicent; Chioua, Moncef; Hagglund, Tore; Hollender, Martin Journal: IFAC-PapersOnLine Issue: Volume 49:Issue 7(2016) Page Start: 723 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Diagnosis of Oscillations in an Industrial Mineral Process Using Transfer Entropy and Nonlinearity Index⁎. Issue 24 (2018) Authors: Lindner, Brian; Chioua, Moncef; Groenewald, J.W.D; Auret, Lidia; Bauer, Margret Journal: IFAC-PapersOnLine Issue: Volume 51:Issue 24(2018) Page Start: 1409 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Fault detection and identification combining process measurements and statistical alarms. (January 2020) Authors: Lucke, Matthieu; Stief, Anna; Chioua, Moncef; Ottewill, James R.; Thornhill, Nina F. Journal: Control engineering practice Issue: Volume 94(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Forecasting of process disturbances using k-nearest neighbours, with an application in process control. (2nd September 2019) Authors: Borghesan, Francesco; Chioua, Moncef; Thornhill, Nina F. Journal: Computers & chemical engineering Issue: Volume 128(2019) Page Start: 188 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. From oscillatory to non-oscillatory disturbances: A comparative review of root cause analysis methods. (May 2022) Authors: Lucke, Matthieu; Chioua, Moncef; Thornhill, Nina F. Journal: Journal of process control Issue: Volume 113(2022) Page Start: 42 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Improving first-principle model accuracy using a hybrid approach: A case study to high pressure grinding rolls in mineral industry. Issue 21 (2022) Authors: Mohammadi, Ahad; Chioua, Moncef Journal: IFAC-PapersOnLine Issue: Volume 55:Issue 21(2022) Page Start: 7 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Industry‐Driven Rapid Prototyping for Comparing Nonlinear Control Schemes in Pyomo. Issue 12 (28th October 2020) Authors: Schmid, Jochen; Teichert, Katrin; Chioua, Moncef; Schindler, Thorsten; Bortz, Michael Other Names: Riese Julia guestEditor. Journal: Chemie Ingenieur Technik Issue: Volume 92:Issue 12(2020) Page Start: 2016 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Integration of alarm design in fault detection and diagnosis through alarm-range normalization. (May 2020) Authors: Lucke, Matthieu; Chioua, Moncef; Grimholt, Chriss; Hollender, Martin; Thornhill, Nina F. Journal: Control engineering practice Issue: Volume 98(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗