The Language of Collaborative Manufacturing

Lead Research Organisation: University of Bristol
Department Name: Mechanical Engineering

Abstract

Today's machines and products are so advanced in terms of their materials, form, construction, control and drive systems that they require expertise and resource that extends beyond the reach of even the world's largest organisations. As a consequence, the design, development and manufacture of, for example, a modern aircraft is undertaken by a large globally distributed network of organisations. While defining this network poses a design problem by itself, it is the challenge of managing such large, highly distributed, high value projects that is of upmost concern to industry presently. This is not only because of the recent spate of high profile cost overruns, delivery setbacks and collapsed projects, but also because of aspects of leakage of intellectual property, exposure to risk, and difficulties capturing design records, lessons learned, decisions and rationale.

Engineering projects of the sort previously described are critically dependent upon two key toolsets. These are electronic communication tools (e.g. email) and digital objects (reports, CAD models and simulations). These communication tools and digital objects are fundamentally related. Engineers around the globe communicate electronically in order to create and evolve digital objects which are the basis for the design, manufacture, assembly, delivery and maintenance of products and machines. It is this relationship and co-evolution of communication and digital objects that lies at the heart of every engineering project, embodying not only the engineering work itself but also control of intellectual property, decision making, rationale and problem solving. For these reasons, it is proposed that, through an understanding of the relationship and co-evolution of communication and digital objects, it is possible to improve the management, control and performance of engineering projects.

The vision of this research will be realised through a suite of ICT tools that embody new methods and approaches for capturing and analysing the content and evolution of engineering communication and digital objects, and new methods and approaches for generating, representing, interacting with, and interpreting what are defined as signatures of in communications and digital objects. The term signature is used to represent a meaningful relationship between one or more dimensions of communication and/or digital objects at a point in time or over a period of time.

The research programme firstly considers the two dimensions of communication and digital objects. The aim here is to characterise what are referred to as the "language of collaborative manufacturing" (content of communication) and "patterns of evolution of digital objects" (construction and changes to digital objects) and to explore means of classifying content and structure, and means of generating signatures.

The programme then explores the relationship between the co-evolution of these two dimensions. Here the aim is to establish sets of signatures, relationships between signatures and patterns of signatures that embody meaning for improving aspects of collaborative engineering such as those previously stated. This phase then investigates means of representing and visualising the signatures/patterns.

The third phase of the programme researches new methods and approaches for project stakeholders to interact and meaningfully interpret signature sets, relationships and patterns with the aim of providing continuous real-time feedback. Such capability will enable advance warning of issues, improved management, increased productivity and ultimately improved design and manufacture of the product.

In addition to the three major phases, the programme has a research strand focussed on testing and validation of the new methods and approaches, and characterising best practice, as well as new ways of setting up and managing collaborative work which will be used as part of outreach and knowledge transfer activities.

Planned Impact

The scope of impact of this research programme is broad, with the potential to positively impact all industries, institutions and organisations involved in collaborative work. However, the primary focus for impact is UK engineering which includes manufacturing, construction, engineering service providers and the creative industries.

The manufacturing, construction and creative sectors are, collectively, a major part of the UK economy. In recent years the UK manufacturing output has totalled over £150bn and is ranked sixth in the world, while the UK construction industry is estimated to be worth over £300bn. Similarly, the creative industries (design, publishing and media) employ almost 6% of the UK population and generated over £122bn for the UK economy in 2006. This position is being maintained in the face of immense competition from developing nations. Central to achieving this is the ability to maximise the efficiency and effectiveness of collaborative work across the breadth of the supply chains both nationally and globally. This effectiveness and efficiency not only concerns cost and quality, and the avoidance of much publicised cost overruns, but increasingly aspects of management and control of intellectual property (IP), exposure to risk, negotiations, costing, decision-making, rationale and cohesion across multi-disciplinary teams to maximise quality/innovation.

In terms of cost overruns, it has been estimated by the US National Science Foundation that the total value of delay and cost overruns stands at $150 million each day for the US Department of Defense alone. While such figures are unavailable for the UK, it is likely that a similar relative magnitude of cost is incurred by UK industry. Hence, if the new methods and approaches created in this programme can reduce this by even a few per cent this would equate to £multi-million savings per week for UK industry.
In the case of IP, retention and management is critically important for UK companies and will increase in importance with the introduction of Patent Box which requires that IP be retained and registered in the UK in order for organisations to receive tax savings. The new methods and approaches for monitoring and controlling aspects of collaborative work such as IP will thus have an important role in safeguarding UK IP in large collaborative projects.

In addition to benefiting engineering organisations, the new methods and approaches will benefit engineers, designers and other individuals involved in collaborative work through improved cohesion and collaborative activities thereby enhancing productivity and reducing tension. Society and the general public should also benefit from improved means for managing and controlling collaborative work through right-first-time products delivered to time and cost, which is increasingly important in the current economic downturn.

The new methods, approaches and ways of managing and controlling collaboration will also positively impact across all forms of knowledge-intensive collaboration including government departments and institutions such as the MOD. The new algorithms and approaches for analysis and representation of what are referred to as signatures in communication and digital objects will provide new areas of research including applied research across all forms of collaborative knowledge-based work. This includes, for example, legal, medical and the financial sectors.

Finally, all of the methods, approaches and models of collaboration that are created will offer opportunities for start-ups and exploitation by industrial users and software developers - particularly those in the engineering space and the technology partners involved in this research programme. These activities will be facilitated as part of the Impact plan.

Publications

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Gopsill J (2016) Automatic generation of design structure matrices through the evolution of product models in Artificial Intelligence for Engineering Design, Analysis and Manufacturing

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Gopsill J (2017) Investigating the effect of scale and scheduling strategies on the productivity of 3D managed print services in Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture

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Gopsill J.A. (2014) Understanding the engineering design process through the evolution of engineering digital objects in Proceedings of International Design Conference, DESIGN

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Gopsill J.A. (2014) Supporting engineering design communication through a social media tool - Insights for engineering project management in Proceedings of International Design Conference, DESIGN

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Hicks B (2020) Managing complex engineering projects: What can we learn from the evolving digital footprint? in International Journal of Information Management

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Joel-Edgar S (2016) Visual Analytics for Management

 
Description This project characterised the understanding and insights that can be automatically generated from the digital footprint of an engineering using machine learning approaches. Teh key findings include:
1. Important management information can be automatically generated in real-time from the evolving digital footprint of an engineering project.
2. Information relating to the product, project progress, dependencies, people, issues and conformance can all be derived from the digital footprint.
3. Email content analysis is the sole means by which early identification of issues in a project can be established.
4. Through analysis of the content of technical reports and computer models it is possible to monitor product and process dependencies, project progress and generate insights into product performance.
Exploitation Route Findings from this project will enable advances in project management methods and tools and pave they way for intelligent and evidence-based computational support tools.
Sectors Aerospace, Defence and Marine,Chemicals,Construction,Digital/Communication/Information Technologies (including Software),Financial Services, and Management Consultancy,Manufacturing, including Industrial Biotechology,Other

URL https://doi.org/10.1016/j.ijinfomgt.2019.10.001
 
Description This project was one of the first research programmes to apply condition monitoring principles to sociotechnical systems (engineering projects) and gave rise to the term Engineering Project Health Monitoring. The research also paved the way for the emerging areas of Digital Twins and notably Digital Shadows. These are now rapidly maturing fields that are receiving considerable attention from industry and vendors with an increasing number of start-ups working in work/project analytics - the areas of investigation dealt with in this project. Our early work in this area has also led to invitations for ISO committees and various government reviews. During the project and in the year following, two notable impacts were realised: 1. The delivery of an EPSRC Impact Acceleration Account award with Airbus to exploit the findings and techniques developed in this project for the In-service Repair Team at Filton. 2. Through a Researcher in Residence scheme funded by the Catapult, one of the post-doctoral researchers successfully applied the methods to automatically extract and map skills, knowledge and capabilities from current and past technical reports. This activity fed into the Gatsby Foundation reviews in 2018/19. In addition, the research contributed to an EPSRC Platform Grant - EP/R013179/1 - Designing the Future: Resilient Trans-Disciplinary Design Engineers.
First Year Of Impact 2018
Sector Aerospace, Defence and Marine,Education,Manufacturing, including Industrial Biotechology,Other
Impact Types Societal,Economic

 
Description EPSRC Impact Acceleration Account
Amount £15,000 (GBP)
Organisation University of Bath 
Sector Academic/University
Country United Kingdom
Start 10/2016 
End 03/2017
 
Description Platform Grant
Amount £1,787,703 (GBP)
Funding ID EP/R013179/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 12/2017 
End 11/2022
 
Description Researcher in Residence - HVM Catapult for Dr James Gopsill
Amount £50,000 (GBP)
Organisation National Composites Centre (NCC) 
Sector Private
Country United Kingdom
Start 08/2018 
End 07/2020
 
Title Automatic Design Structure Matrices: A Comparison of Two Formula Student Projects 
Description This data archive contains the underlying data for the conference publication entitled "Automatic Design Structure Matrices: A Comparison of Two Formula Student Projects". The paper has been published in the conference proceedings of the International Conference on Engineering Design. The paper presents the comparison of Design Structure Matrices from two Formula Student teams that have been automatically generated from the monitoring of the co-occurrence of updates to the product models. These product models were stored on a shared network drive. A software tool developed by the author was used to monitor the changes to these files. The underlying data and a README file is contained within this archive. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
 
Title DS - Topic Persistence 
Description Data in support of published paper, as referenced in readme file. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Not known. 
URL http://data.bris.ac.uk/data/dataset/3oj79e4nco7qk2u14xg719ezga/
 
Title Using Finite Element Analysis to Influence the Infill Design of Fused Deposition Modelled Parts Dataset 
Description This data archive contains the underlying data for the conference publication entitled "Using Finite Element Analysis to Influence the Infill Design of Fused Deposition Modelled Parts". The paper has been accepted for publication in the journal: Progress in Additive Manfacturing. The paper describes a process that uses results attained from Finite Element Analysis (FEA) to influence the design of the internal structure (i.e. infill) of 3D printed parts by locally varying the composition of the infill based upon the associated stress values. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
 
Description DTU visit 
Organisation Technical University of Denmark
Country Denmark 
Sector Academic/University 
PI Contribution Supporting the visit of Dr Phil Cash 12-16th January 2015
Collaborator Contribution Input into research direction and joint paper.
Impact Input into research direction and joint paper.
Start Year 2015
 
Description Industrial partners supplying data or expertise 
Organisation Airbus Group
Department Airbus Operations
Country United Kingdom 
Sector Private 
PI Contribution Analysis of data received from partners using various techniques, feeding back results to partners. In the case of the National Composites Centre, our analysis of their data using techniques we have developed during the project are feeding into their knowledge and capability management strategy and practice.
Collaborator Contribution Data and/or input into Programme Advisory Board meetings.
Impact Data provided by partners has contributed to publications. Results provided to the National Composites Centre are feeding into the Knowledge, capability and project management strategy and processes. Although this work is at an early stage, we anticipate substantial changes to working practice at the NCC by project end.
Start Year 2013
 
Description Industrial partners supplying data or expertise 
Organisation Airbus Group
Department CIMPA PLM Services
Country France 
Sector Private 
PI Contribution Analysis of data received from partners using various techniques, feeding back results to partners. In the case of the National Composites Centre, our analysis of their data using techniques we have developed during the project are feeding into their knowledge and capability management strategy and practice.
Collaborator Contribution Data and/or input into Programme Advisory Board meetings.
Impact Data provided by partners has contributed to publications. Results provided to the National Composites Centre are feeding into the Knowledge, capability and project management strategy and processes. Although this work is at an early stage, we anticipate substantial changes to working practice at the NCC by project end.
Start Year 2013
 
Description Industrial partners supplying data or expertise 
Organisation Delcam International
Country United Kingdom 
Sector Private 
PI Contribution Analysis of data received from partners using various techniques, feeding back results to partners. In the case of the National Composites Centre, our analysis of their data using techniques we have developed during the project are feeding into their knowledge and capability management strategy and practice.
Collaborator Contribution Data and/or input into Programme Advisory Board meetings.
Impact Data provided by partners has contributed to publications. Results provided to the National Composites Centre are feeding into the Knowledge, capability and project management strategy and processes. Although this work is at an early stage, we anticipate substantial changes to working practice at the NCC by project end.
Start Year 2013
 
Description Industrial partners supplying data or expertise 
Organisation National Composites Centre (NCC)
Country United Kingdom 
Sector Private 
PI Contribution Analysis of data received from partners using various techniques, feeding back results to partners. In the case of the National Composites Centre, our analysis of their data using techniques we have developed during the project are feeding into their knowledge and capability management strategy and practice.
Collaborator Contribution Data and/or input into Programme Advisory Board meetings.
Impact Data provided by partners has contributed to publications. Results provided to the National Composites Centre are feeding into the Knowledge, capability and project management strategy and processes. Although this work is at an early stage, we anticipate substantial changes to working practice at the NCC by project end.
Start Year 2013
 
Description Industrial partners supplying data or expertise 
Organisation Shapespace Ltd
Country United Kingdom 
Sector Private 
PI Contribution Analysis of data received from partners using various techniques, feeding back results to partners. In the case of the National Composites Centre, our analysis of their data using techniques we have developed during the project are feeding into their knowledge and capability management strategy and practice.
Collaborator Contribution Data and/or input into Programme Advisory Board meetings.
Impact Data provided by partners has contributed to publications. Results provided to the National Composites Centre are feeding into the Knowledge, capability and project management strategy and processes. Although this work is at an early stage, we anticipate substantial changes to working practice at the NCC by project end.
Start Year 2013
 
Description University of Sydney 
Organisation University of Sydney
Country Australia 
Sector Academic/University 
PI Contribution Hosted Professor Andy Dong, University of Sydney, October 14th - 18th 2013.
Collaborator Contribution Funded visit to discuss the prgramme.
Impact Helped to shape the programme of work.
Start Year 2012
 
Description Zargreb visits 
Organisation University of Zagreb
Country Croatia 
Sector Academic/University 
PI Contribution Supported visits of two members of the University of Zagreb to the University of Bristol to discuss future research collaborations.
Collaborator Contribution Visits and discussions with the project team and participation at the 2015 Industrial Engagement day.
Impact Discussions of future joint projects and sharing of industrial contacts.
Start Year 2015
 
Description Autodesk Global Conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Prof Ben Hicks was invited to attend AutoDesk's annual conference for partners. The 10,000 attendee three day event took place in Las Vegas in November. During the conference there was ample opportunity to meet AU senior staff and AU partners. There was a lot of interest and positive feedback around our DSM work that can reveal potential dependencies as CAD assemblies are created and modified
Year(s) Of Engagement Activity 2017
 
Description Design Conference Session 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact We held a workshop at the Design 2016 conference with c. 30 participants.

Following an overview of the research, we evaluated and discussed the factors within projects that have the biggest effect on eventual performance, success and failure. We the discussed how (and if) these vital factors are measured, monitored and understood in industry today. From this common understanding, participants engaged in a hands-on participatory design session to create prototype dashboard tools that would support and improve the management, control and performance of engineering projects and help shape our research.

The workshop aimed to:
- Deepen our understanding of the needs of industry;
- Provide directions for future research;
- Provide participants with a valuable skill set of how to apply participatory design methods for producing innovative design work; and,
- Create a network for future collaboration and longer-term engagement
Year(s) Of Engagement Activity 2016
URL http://locm.blogs.ilrt.org/2016/05/09/design-2016-workshop/
 
Description ICMR Special session 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact 13TH INTERNATIONAL CONFERENCE ON MANUFACTURING RESEARCH - special session on ICT-enabled collaborative manufacturing, September 8th-10th 2015.
Year(s) Of Engagement Activity 2015
URL http://www.icmr.org.uk/
 
Description IMechE Formula Student Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact The LoCM team had the opportunity to showcase a number of the dashboard and visualisation tools developed on the project at this year's Formula Student UK competition event. Over the course four days we shared hands-on demos of our project and knowledge management visualisation dashboards, as well as novel FS health monitoring splash board and interactive AR car model with layered project data. We enjoyed a high level of interest in our data analytic and visualisation techniques from both industry sponsor representatives and Formula Student teams in the UK and abroad, including an invitation to exhibit our research at the upcoming World Motorsport Symposium in November.
Year(s) Of Engagement Activity 2017
 
Description Industrial Engagement day 2015 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact The 2015 Industry workshop an industry day was held on the 3rd July 2015 at the National Composites Centre in Bristol. The objective was to gather views on progress to date, to help us to shape the outputs to meet the challenges faced in managing engineering projects.

Following presentation from the team in the morning, in the afternoon, attendees formed five groups to tackle a range of questions related to the research. We have used the outputs of this session to focus our efforts on analytical techniques that deliver insights into these type of scenarios.
Year(s) Of Engagement Activity 2015
URL http://locm.org.uk/publications/industry-workshop-3rd-july-2015
 
Description Knowledge Network Visualisation tool at the NCC 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact A knowledge network visualisation tool has been developed to support the National Composite Centre (NCC). Utilising novel text searching algorithms to identify core knowledge competencies from the NCC's internal documents, the knowledge visualisation tool shows clusters of skills within NCC, which NCC staff members have certain skill-sets and the reports in which people have contributed on. This allows NCC staff members to search for skills and people with those competencies and knowledge, and to traverse the knowledge network within NCC. A first phase development of the software has been trialed in NCC and we are endeavouring to enhance the tool in a cyclical design process that incorporates user feedback.
Year(s) Of Engagement Activity 2017
 
Description LOCM Workshop on Exploiting Digital Assets 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact On Tuesday the 6th June the LOCM team, led by Professor Newnes, will be hosting a workshop on exploiting digital assets for engineering companies. The day will provide demonstrations/interaction with the research that we have undertaken with our industrial partners with the aim of providing delegates with an overall insight into the methods we have adopted using a hands-on approach. The day will include talks from Airbus personnel and research staff. In addition, the afternoon session will provide a forum for industry to present the challenges and opportunities for exploiting digital assets in support of engineering projects, process improvement and engineering operations and asset support through-life.
Year(s) Of Engagement Activity 2015,2017
 
Description Project Advisory Group kick-off meeting 2013 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact This kick-off workshop brought together our industrial partners and formalised them into a Project Advisory Board (PAG). We presented the proposed work to the partners and held a workshop session to allow participants to shape the research and communicate key challenges/areas of interest for their organisation.
Year(s) Of Engagement Activity 2013
 
Description Project Advisory Group meeting 2014 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting of the Project Advisory Group of industrial participants. Presentations on latest research outputs and an opportunity to shape future research direction and provide further data and utilise the outputs in their own organisations.
Year(s) Of Engagement Activity 2014
 
Description Seminar for Thales UK R&I team 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact A 20 minute talk providing a summary of the research project and its major findings to the Research and Innovation Team as Thales. Talk covered motivation, industry challenges, research streams, outcomes and key findings.
Year(s) Of Engagement Activity 2018
 
Description Workshop with Frazer Nash Consultancy 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact Dissemination event and participatory design workshop with industry, aimed at creating design concepts that will support and improve project management, control and performance. Dashboard designs created by c. 30 engineers helped us to inform our research.
Year(s) Of Engagement Activity 2016