Dr Andrew Sherlock

Professor Of Practice

National Manufacturing Institute Scotland

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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)
Prototype pipeline modelling using interval scanning point clouds
Pečur Toa, Bosché Frédéric, Cerniauskas Gabrielis, Mill Frank, Sherlock Andrew, Yu Nan
Advances in Manufacturing (2024)
https://doi.org/10.1007/s40436-024-00515-y
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

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Professional Activities

AI and workplace cultures: Scottish AI summit 2023
Participant
28/3/2023
Industry 4.0: Can AI Ethics be Embedded in the Innovation Lifecycle?
Organiser
9/5/2022

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Projects

BAE Manufacturing Technologies Foresighting Study
Mehnen, Jorn (Principal Investigator) Oterkus, Erkan (Co-investigator) Sherlock, Andrew (Co-investigator)
01-Jan-2024 - 31-Jan-2024
DIGF-CRAD-06277: Stratellite - Space & Photonics Glasgow Impact Accelerator
Bomphray, Iain (Principal Investigator) Sherlock, Andrew (Co-investigator)
01-Jan-2023 - 31-Jan-2025
DIGF-CRAD-06294: Data-driven Manufacturing Colab Innovation Accelerator
Sherlock, Andrew (Principal Investigator) McArthur, Stephen (Co-investigator)
01-Jan-2023 - 31-Jan-2025
The Role of Hydrogen in the Decarbonisation of the Steel Industry
Steward, Elise (Principal Investigator) Quigley, John (Principal Investigator) Roberts, Jen (Principal Investigator) Sherlock, Andrew (Principal Investigator)
This is an interdisciplinary and international research project in collaboration with the University of Waterloo, Canada, which aims to identify the key gaps, barriers and priorities for further research regarding the role of hydrogen in the decarbonising the steel industry, upstream and downstream in the UK and Ontario. The National Manufacturing Institute of Scotland (NMIS) has formed a conglomerate of industrial partners from the UK forging industry and furnace companies to develop hydrogen powered furnace technology for the forging process. This project will supplement their study by evaluating the decision problem from the perspective of the industrialist. Interviews will be conducted with key businesses and stakeholders across the steel industries of the UK and Ontario, to acquire a deep understanding of the barriers, enablers, consequences and uncertainties of industrial processes and hydrogen adoption, thus ultimately informing the development of a novel decision-making framework to assist the sustainable transition of the industry. 

This project will add substantial value to the existing knowledge of hydrogen implementation since barriers will be recognised and potential solutions provided. A report will also be produced which will comprise a review of existing processes, potential opportunities for decarbonisation across both production and processing, discussion of the issue from an industry-wide perspective (including consideration of carbon emissions and ‘net-zero’ objectives, carbon taxes, government policy, and hydrogen colour classification), modelling (hydrogen production and storage, transportation and utilisation), prospective risks and rewards (hydrogen embrittlement, costs, technology replacement), and a decision analysis.

Supervisors include: Prof John Quigley, Management Science; Dr Jen Roberts, Civil & Environmental Engineering; and Dr Andrew Sherlock, NMIS.
01-Jan-2022 - 01-Jan-2023
Productivity and Sustainability Management in the Responsive Factory (Responsive Manufacturing)
Quigley, John (Principal Investigator) Sherlock, Andrew (Co-investigator)
18-Jan-2021 - 17-Jan-2025

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Contact

Dr Andrew Sherlock
Professor Of Practice
National Manufacturing Institute Scotland

Email: a.sherlock@strath.ac.uk
Tel: Unlisted