Laboratoire de Génie Informatique et d’Automatique de l’Artois

Open positions

Ph.D. student

Temporary (3 years)

Assistance in reasoning under inconsistencies for uncertainty resolution

The objective of this thesis, situated in the field of human-centered artificial intelligence, is to develop a formal and tooled approach for reasoning assistance in the presence of inconsistent information, framed in belief function theory.

Keywords: Consistency, Conflict, Uncertainty, Fusion, Belief Functions, Dempster-Shafer Theory, Anomaly, Knowledge Engineering, Human-Systems Integration

Ph.D. student

Temporary (3 years)

Sustainable fishery supply chain design in the context of a circular economy

The aim of this project is to adopt a transdisciplinary approach by focusing in particular on the supply chain of seafood products and its optimization in the context of a circular economy and strong human pressures exerted on marine ecosystems.

Keywords: Fishery, sustainable supply chain design, circular economy, optimisation

Ph.D. student

Temporary (3 years)

Diagnosing motor/converter faults in an electric powertrain using machine learning and information fusion algorithms

The main objective of this thesis is to develop machine learning approaches to detect faults in the motor/converter combination in an electric drive train. The data will be time series of sensor measurements. One can think of values of current, voltage, vibration, magnetic field, speed, temperature, ...