Université Euro Méditerranéenne de Fès

Soutenance de Thèse de Doctorat en « Industrial Engineering » par M. Mohamed Amine El Amrani

Soutenance de Thèse de Doctorat en « Industrial Engineering » par M. Mohamed Amine El Amrani
2026-11-23

The Euromed University of Fes (UEMF) is pleased to inform the public of the Doctoral Thesis Defense in Industrial Engineering by Mr. Mohamed Amine El Amrani.

The thesis defense will take place on Monday, November 23, 2026, at 10:00 am, at UEMF.

Location: The Incubator’s Main Hall (LOC001994)

The thesis will be presented by Mr. Mohamed Amine El Amrani under the topic: “Artificial Intelligence and Decision-Support Optimization for Sustainable Urban Logistics: Freight-Public Transport Integration in Casablanca.”

Thesis Summary

Urban freight keeps shops and businesses supplied, but delivery vehicles also add pressure to busy roads and contribute to transport emissions. This thesis examines freight mobility in Casablanca and how it can be better considered in sustainable transport planning, including the possible role of tramways in parcel delivery.

Drawing on existing research and city-network modeling, the thesis uses PTV VISUM’s Simulation-Based Dynamic Assignment (SBA) to model business-to-business delivery vans and assess vehicle travel, delays, and recurring bottlenecks. HBEFA emission factors are used to estimate road-transport emissions. An AI-based routing model using Proximal Policy Optimization (PPO) explores parcel journeys that combine road travel with tramway transfers while accounting for changing travel times.

The simulations show how higher assumed freight demand affects vehicle travel and delays, and identify recurring pressure points in the network. In the routing experiments, options with tramway access produced higher mean training rewards and more stable learning within the model. Together, the findings provide evidence and methods to inform future planning and testing of how urban deliveries might work alongside public transport.

Jury Members

This thesis will be presented to the jury members:

Full NameGradeInstitutionRole
Prof. Abdelghafour MARFAKFull ProfessorEuromed University of FesJury Chair
Prof. Ahmed EL HILALI ALAOUIFull ProfessorEuromed University of FesReviewer
Prof. Charif MABROUKIFull ProfessorHassan First UniversityReviewer
Prof. Jabir ARIFAssociate ProfessorSidi Mohamed Ben Abdellah University, FezReviewer
Prof. Asmae ABADIAssociate ProfessorEuromed University of FesExaminer
Prof. Afaf BOUHOUTEAssociate ProfessorSidi Mohamed Ben Abdellah University, FezExaminer
Prof. Othmane BENMOUSSAAssociate ProfessorEuromed University of FesThesis Director
Prof. Mouhsene FRIAssociate ProfessorEuromed University of FesThesis Co-director
Prof. Naoufal ROUKYAssistant ProfessorHassan First UniversityGuest Member