Dr Hanane El Raoui
Lecturer
Management Science
Personal statement
Her research interests have encompassed optimization, metaheuristics, soft computing techniques, and their applications in supply chain management, specifically in routing planning and transportation of perishable food. Her current research interests include behavioural modelling, simulation modelling, and virtual reality to enhance occupational safety.
Furthermore, her main body of work is interdisciplinary, bringing elements of Behavioural and Cognitive Sciences, Bayesian statistics, Economics, and AI techniques to predict Human-behaviour towards safety, and assist organizations in creating and maintaining safer workplaces. She is working specifically on the integration of agent-based modelling and simulation with machine learning techniques to approximate human-decision making process. She is also interested in the design of serious games for the elicitation of risk-taking preferences.
Publications
- Analysing spatio-temporal worker movement patterns : implications for safety and productivity in smart factories
- Vasantha Gokula, Patel Hariketan, Hanson Jack, Corney Jonathon, El-Raoui Hanane, Sales Rachel, Quigley John, Kasarapu Satya Saravan, Sherlock Andrew
- IFAC-PapersOnLine (2025)
- Smarter facility layout design : leveraging worker localisation data to minimise travel time and alleviate congestion
- Aslan Ayse, Vasantha Gokula, El Raoui Hanane, Quigley John, Hanson Jack, Corney Jonathan, Sherlock Andrew
- International Journal of Production Research Vol 63, pp. 1326-1353 (2025)
- https://doi.org/10.1080/00207543.2024.2374847
- Safer and efficient factory by predicting worker trajectories using spatio-temporal graph attention networks
- Sarvan Kumar Satya, Vasantha Gokula, Corney Jonathan, Hanson Jack, Quigley John, El Raoui Hanane, Thompson Nathan, Sherlock Andrew
- ASME 2024 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference ASME 2024 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (2024)
- https://doi.org/10.1115/DETC2024-143048
- Safer and efficient assemblies : harnessing real time worker movements with digital twins
- Sarvan Kumar Satya, Vasantha Gokula, Marzano Adelaide, Corney Jonathan, Hanson Jack, Quigley John, El Raoui Hanane, Thompson Nathan, Sherlock Andrew
- 21st International Conference on Manufacturing Research (2024)
- Organizational resilience of the airline industry using an Integrated epidemic and airline hub location model with traffic prediction
- Oudani Mustapha, Zkik Karim, Kamble Sachin, Sebbar Anass, El Raoui Hanane
- Annals of Operations Research (2024)
- https://doi.org/10.1007/s10479-024-06111-4
- Design of a serious game for safety in manufacturing industry using hybrid simulation modelling : towards eliciting risk preferences
- El-Raoui Hanane, Quigley John, Aslan Ayse, Vasantha Gokula, Hanson Jack, Corney Jonathan, Sherlock Andrew
- 2023 Winter Simulation Conference (2023)
Professional Activities
- Management Science (Organisational unit)
- Advisor
- 2025
- Human Digital Twin for Improving Occupational Health and Safety
- Speaker
- 1/7/2024
- "Human Digital Twin for Enhancing Occupational Health and Safety"
- Organiser
- 24/6/2024
- PGR Travel Scholarship Selection Panel
- Examiner
- 2024
- Strathclyde Business School (Organisational unit)
- Advisor
- 2023
Projects
- EPSRC IAA: Data-Driven Digital Model for Sustainable and Cost-Effective Garment Operations - a KTP Pump-Priming Partnership with ACS Clothing
- El Raoui, Hanane (Co-investigator)
- 01-Jan-2022 - 31-Jan-2026
Contact
Dr
Hanane
El Raoui
Lecturer
Management Science
Email: hanane.el-raoui@strath.ac.uk
Tel: Unlisted