Outputs (42)

Safer and Efficient Factory by Predicting Worker Trajectories using Spatio-Temporal Graph Attention Networks (2024)
Presentation / Conference Contribution
K, S. S. K., Vasantha, G., Corney, J., Hanson, J., Quigley, J., El-Raoui, H., Thompson, N., & Sherlock, A. (2024, August). Safer and Efficient Factory by Predicting Worker Trajectories using Spatio-Temporal Graph Attention Networks. Presented at IDETC-CIE International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Washington, DC

Occupational accidents in manufacturing industries pose a significant risk, necessitating advanced strategies to ensure worker safety and enhance operational productivity. The unpredictable nature of worker movements, influenced by varied tasks such... Read More about Safer and Efficient Factory by Predicting Worker Trajectories using Spatio-Temporal Graph Attention Networks.

Safer and Efficient Assemblies: Harnessing Real Time Worker Movements with Digital Twins (2024)
Presentation / Conference Contribution
Kasarapu, S. S. K., Vasantha, G., Marzano, A., Corney, J., Hanson, J., Quigley, J., El-Raoui, H., Thompson, N., & Sherlock, A. (2024, August). Safer and Efficient Assemblies: Harnessing Real Time Worker Movements with Digital Twins. Presented at 21st International Conference on Manufacturing Research (ICMR2024), Glasgow

This paper addresses a critical gap in digital twin simulation within manufacturing environments by focusing on the dynamic representation of worker movements during assembly processes. We introduce an innovative approach that utilizes Ultra-Wideband... Read More about Safer and Efficient Assemblies: Harnessing Real Time Worker Movements with Digital Twins.

Smarter Facility Layout Design: Leveraging Worker Localisation Data to Minimise Travel Time and Alleviate Congestion (2024)
Journal Article
Aslan, A., Vasantha, G., El-Raoui, H., Quigley, J., Hanson, J., Corney, J., & Sherlock, A. (online). Smarter Facility Layout Design: Leveraging Worker Localisation Data to Minimise Travel Time and Alleviate Congestion. International Journal of Production Research, https://doi.org/10.1080/00207543.2024.2374847

This paper introduces a novel methodology leveraging worker localisation data from ultrawide-band sensors to formulate alternative facility layouts aimed at minimising travel time and congestion in labour-intensive manufacturing systems. The system p... Read More about Smarter Facility Layout Design: Leveraging Worker Localisation Data to Minimise Travel Time and Alleviate Congestion.

Design Of A Serious Game For Safety In Manufacturing Industry Using Hybrid Simulation Modelling: Towards Eliciting Risk Preferences (2024)
Presentation / Conference Contribution
El Raoui, H., Quigley, J., Aslan, A., Vasantha, G., Hanson, J., Corney, J., & Sherlock, A. (2023, December). Design Of A Serious Game For Safety In Manufacturing Industry Using Hybrid Simulation Modelling: Towards Eliciting Risk Preferences. Presented at The Winter Simulation Conference 2023, San Antonio, Texas

Conventional methods used to elicit risk-taking preferences have demonstrated significant disparities with real-world behaviours, compromising the validity of the data collected. Serious gaming (SG) provides a high potential to bridge this gap. This... Read More about Design Of A Serious Game For Safety In Manufacturing Industry Using Hybrid Simulation Modelling: Towards Eliciting Risk Preferences.

Cognitive Factors Affecting the Manufacturing Optimization Skills of Rural Indian BPO Workers (2023)
Journal Article
Vasantha, G., Corney, J., & Upadhyay, C. K. (2023). Cognitive Factors Affecting the Manufacturing Optimization Skills of Rural Indian BPO Workers. Knowledge, 3(4), 626-641. https://doi.org/10.3390/knowledge3040039

Crowdsourcing offers on-demand access to large numbers of human workers to implement new forms of human–computer collaborative functionalities that can be seamlessly integrated into advanced software and algorithms. However, crowdsourcing tasks are p... Read More about Cognitive Factors Affecting the Manufacturing Optimization Skills of Rural Indian BPO Workers.

Experiences of Design for Disability in Collaborating with Students and Industries (2023)
Book Chapter
Harris, N., & Vasantha, G. Experiences of Design for Disability in Collaborating with Students and Industries. In Future of Design Education: InFuSED23. Springer

This chapter looks at the design and engineering of products to assist people with disability. It looks at the process that companies, disability organisations and universities employ to help develop aids and products that solve various needs. Althou... Read More about Experiences of Design for Disability in Collaborating with Students and Industries.

A Knowledge Graph Approach for State-of-the-Art Implementation of Industrial Factory Movement Tracking System (2023)
Presentation / Conference Contribution
Vasantha, G., Aslan, A., Hanson, J., El-Raoui, H., Corney, J., & Quigley, J. (2023, June). A Knowledge Graph Approach for State-of-the-Art Implementation of Industrial Factory Movement Tracking System. Presented at International Conference on Flexible Automation and Intelligent Manufacturing, Porto, Portugal

Digital sensing technologies are essential for realizing Industry 4.0, as they enhance productivity, assist with real-time decision-making, and provide flexibility and agility in manufacturing factories. However, implementing these technologies can b... Read More about A Knowledge Graph Approach for State-of-the-Art Implementation of Industrial Factory Movement Tracking System.

Movement Tracking-Based In-Situ Monitoring System for Additive Manufacturing (2023)
Presentation / Conference Contribution
Vasantha, G., Aslan, A., Lapok, P., Lawson, A., & Thomas, S. (2023, June). Movement Tracking-Based In-Situ Monitoring System for Additive Manufacturing. Presented at FAIM 2023: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems, Porto, Portugal

Monitoring and identification of defects during additive manufacturing is mostly done by bespoke optical or acoustic measurement systems. These in-situ monitoring technologies are either intrusive or sensitive to noisy manufacturing environments. We... Read More about Movement Tracking-Based In-Situ Monitoring System for Additive Manufacturing.

Data-driven Discovery of Manufacturing Processes and Performance from Worker Localisation (2023)
Presentation / Conference Contribution
Aslan, A., El-Raoui, H., Hanson, J., Vasantha, G., Quigley, J., & Corney, J. (2023, June). Data-driven Discovery of Manufacturing Processes and Performance from Worker Localisation. Presented at 32nd International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2023), Porto, Portugal

In complex manufacturing industries that are not fully automated and involve human workers it is important to identify deviations from the planned production schedule and locate bottlenecks for improved efficiency. This is not an easy task as it requ... Read More about Data-driven Discovery of Manufacturing Processes and Performance from Worker Localisation.

Agent based simulation of workers’ behaviours around hazard areas in manufacturing sites (2023)
Presentation / Conference Contribution
El Raoui, H., Quigley, J., Aslan, A., Vasantha, G., Hanson, J., Corney, J., & Sherlock, A. (2023, March). Agent based simulation of workers’ behaviours around hazard areas in manufacturing sites. Presented at The Operational Research Society Simulation Workshop 2023 (SW23), Southampton, UK

Rewards for risk taking behaviour by workers (if accidents do not occur) can be realised in the form of increased productivity or worker idle time. However, frequent unsafe behaviours of workers inevitably
results in accidents and an associated loss... Read More about Agent based simulation of workers’ behaviours around hazard areas in manufacturing sites.

Predictive CAD System Suggestion for Efficient Engineering Design Reuse (2023)
Newspaper / Magazine
Vasantha, G., Corney, J., Quigley, J., & Sherlock, A. (2023). Predictive CAD System Suggestion for Efficient Engineering Design Reuse

Towards Predictive Design: Tracking a CNC Fixture Design Process to Identify the Requirements (2022)
Presentation / Conference Contribution
Vasantha, G., Purves, D., Corney, J., Canavan, M., Quigley, J., & Sherlock, A. (2022, September). Towards Predictive Design: Tracking a CNC Fixture Design Process to Identify the Requirements. Presented at International Conference on Manufacturing Research ICMR 2022, Derby, UK

Training novice production engineers to design manufacturing fixtures is a time-consuming process involving significant input from experienced experts. Motivated by the vision of providing an intelligent support system for general mechanical design,... Read More about Towards Predictive Design: Tracking a CNC Fixture Design Process to Identify the Requirements.

Design as a Marked Point Process (2021)
Journal Article
Quigley, J., Vasantha, G., Corney, J., Purves, D., & Sherlock, A. (2022). Design as a Marked Point Process. Journal of Mechanical Design, 144(2), Article 021713. https://doi.org/10.1115/1.4052844

Although AI systems which support composition using predictive text are well established there are no analogous technologies for mechanical design. Motivated by the vision of a predictive system that interactively suggests features to designer, this... Read More about Design as a Marked Point Process.

A Probabilistic Design Reuse Index for Engineering Designs (2020)
Journal Article
Vasantha, G., Corney, J., Stuart, S., Sherlock, A., Quigley, J., & Purves, D. (2020). A Probabilistic Design Reuse Index for Engineering Designs. Journal of Mechanical Design, 142(10), Article 101401. https://doi.org/10.1115/1.4046435

Many companies offer a range of related products that are constructed using similar components and processes. This enables them to meet customer expectations of product variety while minimising the overheads (e.g. development and manufacturing costs)... Read More about A Probabilistic Design Reuse Index for Engineering Designs.

A New Approach for Patent Use in Student Design Engineering Projects (2018)
Presentation / Conference Contribution
Maclachlan, R., Wodehouse, A., & Vasantha, G. (2018, September). A New Approach for Patent Use in Student Design Engineering Projects. Presented at 20th International Conference on Engineering and Product Design Education, London, UK

This paper presents a new philosophy for patent use in student design projects; patents are more valuable when viewed as creative and learning resources rather than as a list of prior art to be considered for infringement. A practical approach to pat... Read More about A New Approach for Patent Use in Student Design Engineering Projects.

A Probabilistic Design Reuse Index (2018)
Presentation / Conference Contribution
Vasantha, G., Sherlock, A., Corney, J., & Quigley, J. (2018, August). A Probabilistic Design Reuse Index. Presented at ASME 2018 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC/CIE 2018), Quebec, Canada

The benefits of being able to create a number of product variations from a limited range of components, or sub-assemblies, are widely recognized. Indeed it is clear that companies who can effectively reuse elements of existing designs when creating n... Read More about A Probabilistic Design Reuse Index.

Realising the affective potential of patents: a new model of database interpretation for user-centred design (2018)
Journal Article
Wodehouse, A., Vasantha, G., Corney, J., Jagadeesan, A., & MacLachlan, R. (2018). Realising the affective potential of patents: a new model of database interpretation for user-centred design. Journal of Engineering Design, 29(8-9), 484-511. https://doi.org/10.1080/09544828.2018.1448056

This research sets out a new interpretation of the patent database using affective design parameters. While this resource contains a vast quantity of technical information, its extraction and use in practical design settings is extremely challenging.... Read More about Realising the affective potential of patents: a new model of database interpretation for user-centred design.

Interactional Differences and Effects Between Collocated and Distributed Design (2017)
Presentation / Conference Contribution
Vasantha, G. A., Ramesh, H. P., Sugavanam, C. M., Chakrabarti, A., Corney, J., & Wodehouse, A. (2017, January). Interactional Differences and Effects Between Collocated and Distributed Design. Presented at International Conference on Research into Design ICoRD 2017: Research into Design for Communities, Guwahati, India

Interactions (i.e. modes of operations through which product development knowledge is generated and externalized in the design process) play a vital role in knowledge processes of product development. Intentional or unintentional changes in interacti... Read More about Interactional Differences and Effects Between Collocated and Distributed Design.

The analysis and presentation of patents to support engineering design (2017)
Presentation / Conference Contribution
Vasantha, G., Corney, J., Maclachlan, R., & Wodehouse, A. (2016, June). The analysis and presentation of patents to support engineering design. Presented at 7th International Conference on Design Computing and Cognition, Evanston (Chicago), United States

This paper explores the role of patents in engineering design, and how the extraction and presentation of patent data could be improved for designers. We propose the use of crowdsourcing as a means to post tasks online for a crowd of people to partic... Read More about The analysis and presentation of patents to support engineering design.

Industrial challenges in patent management for design innovation (2016)
Presentation / Conference Contribution
Vasantha, G., Wodehouse, A., Corney, J., MacLachlan, R., & Jagadeesan, A. (2016, June). Industrial challenges in patent management for design innovation. Presented at 23rd Innovation and Product Development Management Conference, Glasgow, UK

Innovation is critical to sustain in prevailing competitive business environments. Industries need effective innovation strategies in-practice to develop and deliver novel products and services swiftly. In order to implement innovation strategies eff... Read More about Industrial challenges in patent management for design innovation.