Risk Assuring Future Structure Critical Systems: Combining 21st Century Science with Engineering Intuition

Lead Research Organisation: University of Sheffield
Department Name: Materials Science and Engineering

Abstract

As you read this you are probably sitting down. When you sat down, were you concerned that the chair would fail? You likely did not even consider it as you may have sat in this same chair hundreds, if not thousands of times before. You used your empirical knowledge that this chair is safe for you to sit in. What if this was a new chair to you? If the chair was brand new, you would take comfort in the fact that the chair has been manufactured to a standard and been subject to some level of quality control. If the chair belongs to an organisation then you would expect that organisation to take responsibility if the chair failed and would have been replaced if reported by another user.

Failure of the chair will, very rarely, be due to a poor design. The chair will be able to withstand any expected loads assuming that it has been manufactured correctly; however, the material that it is made from will be inherently variable and contain defects that are not always apparent at the point of a manufacturing inspection. The degree of that material variability may be slight and the defect sizing understood, but making sure that the design takes account of this variability through life (especially when the chair is mistreated) is often not considered. To some extent we are all materials engineers when we make a judgement that the chair appears to be 'sturdy' before we sit down, but we do this based on our empirical knowledge and not on the science that is available to us.

Are you sure the next time you sit in the chair it won't fail? Your empirical knowledge only informs you of what happened last time not what 'will' happen in the future. The application of materials science knowledge will inform the future performance. Bridging the gap between the atomistic world of materials science that defines the best estimate of mechanical performance and the bounding estimates required in materials engineering that takes account of the variability and defects is key to improving trust in applying materials science to engineering structures.

Assurance is about the trust that we place that the quality system has not failed. The chair may have been subject to a level of quality control before it left the factory, at this stage we need to have trust in the manufacturer. If the chair belongs to an individual or organisation, we trust that as responsible owners, that they would replace the chair if broken and that they have systems in place to check if the chair is broken before someone sits on it.

This fellowship is about developing a similar level of trust for future high integrity or critical applications. We cannot use empirical knowledge, i.e. we don't have thousands of years of experience with building fusion reactors or producing high integrity power transmission systems for aerospace applications, so we must use science. Developing a similar level of trust in the predictive modelling capability in the application of materials science to these complex and high value systems, to the empirical knowledge we all have of our usual chair is key to unlocking the public trust in the safe performance of future critical systems.

Planned Impact

The Risk Assuring Future Structure Critical Systems: Combining 21st Century Science with Engineering Intuition Future leaders Fellowship will have impact through the following channels:

Introduce a common understanding of the risk of failure for engineering structures and components throughout UK industry:

All industries work to different rules and understanding of effectively the same topic, how to provide assurance of the future performance of a high integrity structure? Within this is an understanding of the in-service loading and, the subject of this programme, the response of a material to that loading. Each industry approaches this fundamental question from a different angle and make different assumptions of the material behaviour. It is not currently possible to directly compare the level of integrity of common objects to engineering structures such that society understands the materials community. This would build trust in the discipline and an appreciation of science involved.

Highly Trained People:

The post-doctoral researchers and PhD graduates trained during the fellowship will be the most effective vehicles for delivering impact, both during their research and subsequent careers. The fellowship will produce at least 15 years of PDRA involvement, developing people with a skill-set that will combine knowledgeability in three distinct subject areas; application of structural integrity to engineering issues, multi-scale materials modelling methods, and statistical approaches to data analytics. The group will be trained to improve awareness of ED&I issues, creating a future community that is more robust and open to alternative ideas and innovations. This combination provides the fellowship graduates with the skillset to make an immediate impact on their employer and be prepared for future leadership. Furthermore, these researchers will start their careers with an extensive network of national and international contacts throughout the manufacturing sector - enabling them to accelerate their career and access a wide range of expertise and business opportunities.

STEM and Outreach:

Activities to improve the advancement of STEM through outreach at all levels will be woven into all areas of the fellowship. Any concept or idea developed will be examined to establish how it could be best described and implemented at various levels of education, from primary through to post-doctoral, and how that information can be put in the hands of influencers. These influencers would range from STEM ambassadors to university professors in academia; innovation leaders and specification/standards boards in industry; and, government and policy makers where appropriate.

In order to do this the current state of training and perception of structural integrity will be reviewed. The first contact with the topic for many will be as a university undergraduate on specialist mechanical behaviour courses, broadening this to larger and younger groups will improve interest at all levels. The work undertaken in structural integrity is technically challenging yet requires a level of pragmatism to complete successfully, dependent on deterministic assessment alone would mean no to limited progress. The main goal of structural integrity is to ensure that no one is injured due to an engineering failure, as such the work is important to society.

Building large components that have direct impact on the infrastructure of the country and that will last for potentially hundreds of years should capture the imagination of more young future engineers, yet the uptake of materials-based courses by students is dropping. By capturing the excitement of large projects and better reporting why we do what we do to make it safe, or why we now understand something to be safe when we could not before, would be a key goal of any outreach activity.

Publications

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Cogswell D (2022) Guidance for Materials 4.0 to interact with a digital twin in Data-Centric Engineering

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Paramatmuni C (2023) Extending the capability of component digital threads using material passports in Journal of Manufacturing Processes

 
Description The project has made significant steps towards defining and understanding the barriers to adoption of digital for the high integrity supply chain, specifically the identification of an architecture that will soon be published on what actually forms the boundary conditions for a digital twin.
Exploitation Route The architecture is the first part in defining a full framework of how to implement a digital twin of a component based on the underlying material mechanical properties, composition, processing history and in-service environment.
Sectors Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Energy,Manufacturing, including Industrial Biotechology,Transport

 
Description BSI Committee WEE/37/-/7
Geographic Reach National 
Policy Influence Type Membership of a guideline committee
Impact British Standards Committee meeting for material properties - actively maintained standard BS7910 which has wide international usage about to go into 2 year update. BS7910 is widely used for the safety assessment of metallic structures in a large number of industries and for equipment that is deployed globally.
URL https://standardsdevelopment.bsigroup.com/committees/50079557
 
Description Element Materials Technology - PhD/EngD Studentship
Amount £55,000 (GBP)
Organisation Element Materials Technology Ltd 
Sector Private
Country United Kingdom
Start 10/2021 
End 09/2025
 
Description Materials 4.0 Feasibility Study
Amount £42,000 (GBP)
Organisation Henry Royce Institute 
Sector Academic/University
Country United Kingdom
Start 01/2022 
End 04/2022
 
Description AFRC - FutureForge Development and Processing Trials 
Organisation University of Strathclyde
Department Advanced Forming Research Centre
Country United Kingdom 
Sector Academic/University 
PI Contribution We have been working with the AFRC on a trail forging and forming programme, identifying the knowledge gaps and information required to build a robust and validated material model for forming.
Collaborator Contribution Access to world class hot forming faculties and expertise in modelling and simulation.
Impact Initial planning for experimental design and selection of specimen geometries and test conditions.
Start Year 2021
 
Description AMRC - Machining Force Feedback PhD Access and Supervision 
Organisation University of Sheffield
Department Advanced Manufacturing Research Centre (AMRC)
Country United Kingdom 
Sector Academic/University 
PI Contribution Primary supervision of PhD student.
Collaborator Contribution Second supervisor of PhD Student. Access to equipment and machining facilities.
Impact PhD Studentship Multi-disciplinary team: primary supervisor Materials Science and Engineering, second supervisor Manufacturing Technology.
Start Year 2021
 
Description Imperial College London - FLF PDRA 
Organisation Imperial College London
Department Department of Mechanical Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution Technical supervision of PDRA located at Imperial College in support of fellowship
Collaborator Contribution Local management of PDRA located at Imperial College in support of fellowship
Impact Recruitment of PDRA in support of Fellowship (position to start in June 2021)
Start Year 2021
 
Description Rolls-Royce Group Plc - Process Modelling 
Organisation Rolls Royce Group Plc
Country United Kingdom 
Sector Private 
PI Contribution Multi-scale modelling approaches being considered for future development.
Collaborator Contribution Industrial guidance on the acceptability and certification requirements of physics based models for materials processing.
Impact Understanding which approaches and inputs have been accepted and which were rejected for safety case arguments.
Start Year 2020
 
Description Rolls-Royce Submarines Ltd - Machining Force Feedback PhD Materials 
Organisation Rolls Royce Group Plc
Department Rolls Royce Submarines
Country United Kingdom 
Sector Private 
PI Contribution Primary supervisor to PhD studentship
Collaborator Contribution Provision of relevant welded materials to access machining methods
Impact Support for PhD programme
Start Year 2021
 
Description Sheffield Forgemasters - RD26 Ltd 
Organisation Sheffield Forgemasters International Ltd
Country United Kingdom 
Sector Private 
PI Contribution Reviews of testing methodologies for high integrity components.
Collaborator Contribution Guidance on modelling approaches, information relating to materials processing and sustainable manufacture. Support to outreach activities and student training
Impact Micro-sandpit session during Royce Institute Student Summit 2021 on Sustainable Manufacture
Start Year 2020
 
Description The University of Manchester - FLF PRDA 
Organisation University of Manchester
Department School of Materials Manchester
Country United Kingdom 
Sector Academic/University 
PI Contribution Technical supervision of PDRA located at Manchester in support of fellowship
Collaborator Contribution Local management of PDRA located at Manchester in support of fellowship
Impact Recruitment of PDRA in support of Fellowship
Start Year 2021
 
Description The University of Sheffield - FLF Support 
Organisation University of Sheffield
Department Department of Materials Science and Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution Future Leaders Fellow and Research Team
Collaborator Contribution 2 Standard Route PhD studentships 50% of technician support Commitment to salary according to the UKRI Future Leaders Fellowship Guidelines IT and technical support, and centralised administrative support Office space for FLF and his group Focused mentorship from an experienced academic (5%)
Impact Fellowship position and 2 RA posts, technician recruitment.
Start Year 2020
 
Description UK Structural Integrity Forum - National Nuclear Laboratory 
Organisation National Nuclear Laboratory
Country United Kingdom 
Sector Public 
PI Contribution Discussion on setting up a new UK expert forum to capture knowledge from ageing community leaders. Discussion with potential partners and independents on providing support to forum.
Collaborator Contribution Initial terms of reference for forum.
Impact Terms of reference for UK Structural Integrity Forum
Start Year 2020
 
Description University of Birmingham - 4140 forging material property data 
Organisation University of Birmingham
Department School of Metallurgy and Materials
Country United Kingdom 
Sector Academic/University 
PI Contribution Undertaking modelling of previous trails to support improved predictive capability for future forming assessments.
Collaborator Contribution Access to materials and processing information.
Impact Partnership only just formed
Start Year 2023
 
Description Advanced Metallic Systems CDT - Characterisation Group Projets 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Our research group set a series of group projects for the CDT students to generate information sheets for future use in engagement activities.
Year(s) Of Engagement Activity 2021
 
Description Alan Turing Institute - Structural Integrity Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Data centric approaches to structural integrity, shared best practice and suggestions for future developments.
Year(s) Of Engagement Activity 2021
 
Description Career Talk - Advanced Metallic Systems CDT 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact A talk on careers and exploring my personal career development and how I got to where I am with CDT students currently at the mid-point of there studies, followed up with a Q&A. The students really engaged and several commented how useful it was.
Year(s) Of Engagement Activity 2021
 
Description Department Introductory Seminar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact Introductory Seminar to the host department on the plans and research themes of the Fellowship programme. Good discussion on the issues surrounding manufacturers IP in relation to digital twins.
Year(s) Of Engagement Activity 2021
 
Description Digital Twins: UK Manufacturing Forum 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact HVMC organised workshop to develop the functionality of Digital Twins for UK manufacturing environment exploring barriers to adoption.
Year(s) Of Engagement Activity 2021
 
Description High Value Manufacturing Catapult - UK Manufacturing Forum - Digital Technologies Development and Deployment Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Discussions and roadmap planning on how to increase the take up of digital technologies for the UK Manufacturing sector.
Year(s) Of Engagement Activity 2021
 
Description High Value Manufacturing Catapult - UK Manufacturing Forum 2020 Launch 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact At a time of unprecedented challenge for people and businesses, it has never been more important to harness the power of manufacturing research, innovation and new technologies. Join us on 16th December 2020 to hear leaders from government, industry and the UK research base reflect on the role research and innovation can play in our national recovery: building resilience for the future and spurring robust economic growth. Following on from this exciting plenary session, you will have the opportunity to join academics and senior industry leaders in workshops, exploring collaborations across the national manufacturing ecosystem and building roadmaps for national growth.
Year(s) Of Engagement Activity 2020
URL https://hvm.catapult.org.uk/uk-manufacturing-forum-2020-agenda/
 
Description Institute of Materials - Bulk Metalforming Committee 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Membership of Institute of Materials technical committee, support conference organisation, industry best practice, awards, etc.
Year(s) Of Engagement Activity 2020,2021
URL https://www.iom3.org/group/bulk-metal-forming-group.html
 
Description Introductory Animation 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Working with SciAni an animation has been produced to introduce the fellowship and in support of a published paper. This has been publicsed on social media resulting in over 2200 engagements on Twitter, 19000 views on facebook and 1500 watches on youtube. The publishing journal have shared the video and are now in touch with SciAni. Due to the high impact we will are producing further animations to detail our research outputs.
Year(s) Of Engagement Activity 2023
URL https://youtu.be/CAMFIdG0wxg
 
Description Ministry of Defence: Manufacturing Technology Working Group 
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 Support to expert working group on advanced manufacturing methods.
Year(s) Of Engagement Activity 2021
 
Description Nuclear Structural Integrity & Data Automation: A Roadmap 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Researchers from the SINDRI programme helped to organise a Panel event entitled Nuclear Structural Integrity & Data Automation: a roadmap. This brought together experts from the data science and nuclear sectors. Part of the University of Bristol's Jean Golding Institute Data Week 2021.
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=U2xbhZzhicU
 
Description Royce Institute Student Summit 2021 - Career Session 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Career Q&A session support by the PI and Aneeqa Khan (University of Manchester) for postgraduate students to ask about career journeys and routes to academic positions, students reported they found it really useful and would help them with transitioning from studies to a career.
Year(s) Of Engagement Activity 2021
URL https://www.royce.ac.uk/events/student-summit-2021/
 
Description Royce Institute Student Summit 2021 - Keynote Sustainable Manufacture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Keynote presentation ahead of student presentations. Approx. 40 postgraduate doctoral students in attendance. Feedback very positive from students and organisors.
Year(s) Of Engagement Activity 2021
URL https://www.royce.ac.uk/events/student-summit-2021/
 
Description Royce Institute Student Summit 2021 - Micro-sandpit Session 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact A workshop session was lead by the PI with support from the research team and industry partners. Setting the challenge of achieving net-zero emissions for high energy consumption materials industries. The students reported back that it challenged their existing ideas on how this could be achieved and improved their understanding of the issues that industry faces.
Year(s) Of Engagement Activity 2021
URL https://www.royce.ac.uk/events/student-summit-2021/
 
Description SAFER Leadership Academy - Module 1: Self Awareness 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact A leadership academy with 16 attendees was a core part of the Fellowship programme. In this module the attendees explored there own leaderships styles, improved understanding about how different personality types interact with each other and how they can modify their style to get better interactions and build better teams.
Year(s) Of Engagement Activity 2021
 
Description SAFER Leadership Academy - Module 2: Design Thinking and Strategy 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Leadership Academy module introducing innovation and strategy through the application of design theory to a business simulation and worked examples. Really interesting discussions on applications to real world projects and attendees reported that they would incorporate the principles into their current work.
Year(s) Of Engagement Activity 2022
 
Description SINDRI - Technical Advisory Board 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Technical Advisory Board member to SINDRI project. Good discussion on the approach to a digital twin being supported by advanced characterisation techniques. Recommendations made for future direction and possible collaborative work.
Year(s) Of Engagement Activity 2021
 
Description Sustainable Manufacturing Workshop with Advanced Metallic Systems CDT 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact A workshop session for postgraduate students on sustainability for energy intensive industries. Debate and questions on what could be done to improve efficiency, formation of hubs, switching to alternative energy sources and the complications.
Year(s) Of Engagement Activity 2021
 
Description Uni of Manchester Community Festival 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Over 700 people attended the open day in which we ran a stand with support of PhD students to highlight the work we are doing and specifically career options in structural integrity.
Year(s) Of Engagement Activity 2022
URL https://youtu.be/lzOoRHjJoB0