Dr Hanane El Raoui

Lecturer

Management Science

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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.

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Publications

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)
Hierarchical ensemble deep learning for data-driven lead time prediction
Aslan Ayse, Vasantha Gokula, El-Raoui Hanane, Quigley John, Hanson Jack, Corney Jonathan, Sherlock Andrew
The International Journal of Advanced Manufacturing Technology Vol 128, pp. 4169-4188 (2023)
https://doi.org/10.1007/s00170-023-12123-4

More publications

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Contact

Dr Hanane El Raoui
Lecturer
Management Science

Email: hanane.el-raoui@strath.ac.uk
Tel: Unlisted