Integrating plant and process information as a basis for automated plant diagnosis tasks. - Esteban Arroyo; Alexander Fay; Moncef Chioua; Mario Hoernicke (ETFA, 2014)

Model adequacy for a precise optimization using extremum seeking control. - Moncef Chioua; Bala Srinivasan 001; Martin Guay; Michel Perrier (ECC, 2016)

Data-driven multi-unit monitoring scheme with hierarchical fault detection and diagnosis. - Yingya Zhou; Moncef Chioua; Weidou Ni (MED, 2016)

Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants. - Reuben Borrison; Benjamin Klöpper; Moncef Chioua; Marcel Dix; Barbara Sprick (IDEAL (1), 2018)

Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering. - Ido Amihai; Moncef Chioua; Ralf Gitzel; Arzam Muzaffar Kotriwala; Diego Pareschi; Guruprasad Sosale; Subanatarajan Subbiah (INDIN, 2018)

An MPC with Disturbance Forecasting for the Control of the Level of a Tank with Limited Buffer Capacity. - Francesco Borghesan; Moncef Chioua; Nina F. Thornhill (MED, 2018)

Forecasting of process disturbances using k-nearest neighbours, with an application in process control. - Francesco Borghesan; Moncef Chioua; Nina F. Thornhill (Comput. Chem. Eng., 2019)

Artificial intelligence and optimization: a way to speed up the security constraint optimal power flow. - Marco Giuntoli; Veronica Biagini; Moncef Chioua (Autom., 2020)

Comparison of signal processing methods considering their optimal parameters using synthetic signals in a heat exchanger network simulation. - Émilie Thibault; Francis Lebreux Désilets; Bruno Poulin; Moncef Chioua; Paul Stuart (Comput. Chem. Eng., 2023)

Surrogate Model for Heat Transfer Prediction in Impinging Jet Arrays using Dynamic Inlet/Outlet and Flow Rate Control. - Mikael Vaillant; Victor Oliveira Ferreira; Wiebke Mainville; Jean-Michel Lamarre; Vincent Raymond; Moncef Chioua; Bruno Blais (CoRR, 2025)