Through-life performance: From science to instrumentation
Lead Research Organisation:
CRANFIELD UNIVERSITY
Department Name: Sch of Aerospace, Transport & Manufact
Abstract
The proposed research is part of a long-term research agenda to develop High Value Manufacturing (HVM) products with
longer functional life and lower whole life cost. The research will deliver to the recently published national strategy on
'engineering services' and a 2025 vision - achieving our goal of 20% reduction in whole life cost with 20% increase in
availability during the life of a product across more than £20bn of UK manufacturing sector output. A White Paper
on 'Making Things Work. Engineering for life - developing a strategic vision' (Cranfield University, 2015), recognised that the UK has a declining 5% share of a rising global market in 'service and support' that currently exceeds £490 billion. Over 50% of the revenue comes from export. The global market will grow to £710 billion by 2025 [IBISWorld Industry report on Global Engineering Services, 2015]. Despite this there are around 107,000 people working in the "sector" in the UK with
average wages 1.5 times those in wider manufacturing [Office of National Statistics (ONS) Data, Dec 2014]. Today more
than 50% of revenue in the aerospace and defence sectors comes from the service contracts. For example the Rolls-
Royce 'Total Care' contracts and related support activities. The contracts would never have been so successful without
underpinning 'through-life performance' research. Both the Foresight Report on 'The Future of Manufacturing: A new era of
opportunity and challenge for the UK' (The Government Office for Science, London, 2013) and the White Paper portray the
importance of developing engineering services and support capability but recognise there is little underpinning science and
good practice available to the extended service supply chain needed for UK competitiveness and productivity. This platform
grant will contribute to an increase of around 3% (a total of 8%) in the UK's share of the global market.
The aim of the platform grant is to sustain a world leading team with strategic research capability on through-life
performance improvement, including complex in-situ degradation assessment technologies. The team between
Cranfield and Nottingham Universities have worked together over the last ten years. They have a very strong portfolio of
current research projects and publication record, this research will develop the team as an international centre of
excellence in 'through-life performance improvement'. This is the only research group internationally focusing on this area in respect of HVM. The grant will accelerate career of the world-class researchers and support them to become internationally leading researchers.
Current research capabilities still focus upon single degradation modelling and assessment. There is however, a significant lack of knowledge and models for compound degradation (e.g. the interaction of more than one failure mechanism; corrosion, fatigue and the role temperature plays in modifying the degradation processes). The research will take on a challenge to study and model compound degradations for mechanical components, give feedback on the degradation to design and manufacturing and develop instrumentation to assess (i.e. measure size and depth) the degradations in-situ, including in in-accessible areas. Understanding degradation science better (both single and then compound) is essential to extend the life of mechanical components and therefore availability of the HVM products. In-situ assessment of the compound degradation through very small service access holes will reduce the maintenance cost significantly.
The research team will be supported by partner organisations: Rolls-Royce, Bombardier, Network Rail, SMD Ltd, HVM Catapult, XP School. They will directly benefit from the research along with other 500 HVM Companies.
longer functional life and lower whole life cost. The research will deliver to the recently published national strategy on
'engineering services' and a 2025 vision - achieving our goal of 20% reduction in whole life cost with 20% increase in
availability during the life of a product across more than £20bn of UK manufacturing sector output. A White Paper
on 'Making Things Work. Engineering for life - developing a strategic vision' (Cranfield University, 2015), recognised that the UK has a declining 5% share of a rising global market in 'service and support' that currently exceeds £490 billion. Over 50% of the revenue comes from export. The global market will grow to £710 billion by 2025 [IBISWorld Industry report on Global Engineering Services, 2015]. Despite this there are around 107,000 people working in the "sector" in the UK with
average wages 1.5 times those in wider manufacturing [Office of National Statistics (ONS) Data, Dec 2014]. Today more
than 50% of revenue in the aerospace and defence sectors comes from the service contracts. For example the Rolls-
Royce 'Total Care' contracts and related support activities. The contracts would never have been so successful without
underpinning 'through-life performance' research. Both the Foresight Report on 'The Future of Manufacturing: A new era of
opportunity and challenge for the UK' (The Government Office for Science, London, 2013) and the White Paper portray the
importance of developing engineering services and support capability but recognise there is little underpinning science and
good practice available to the extended service supply chain needed for UK competitiveness and productivity. This platform
grant will contribute to an increase of around 3% (a total of 8%) in the UK's share of the global market.
The aim of the platform grant is to sustain a world leading team with strategic research capability on through-life
performance improvement, including complex in-situ degradation assessment technologies. The team between
Cranfield and Nottingham Universities have worked together over the last ten years. They have a very strong portfolio of
current research projects and publication record, this research will develop the team as an international centre of
excellence in 'through-life performance improvement'. This is the only research group internationally focusing on this area in respect of HVM. The grant will accelerate career of the world-class researchers and support them to become internationally leading researchers.
Current research capabilities still focus upon single degradation modelling and assessment. There is however, a significant lack of knowledge and models for compound degradation (e.g. the interaction of more than one failure mechanism; corrosion, fatigue and the role temperature plays in modifying the degradation processes). The research will take on a challenge to study and model compound degradations for mechanical components, give feedback on the degradation to design and manufacturing and develop instrumentation to assess (i.e. measure size and depth) the degradations in-situ, including in in-accessible areas. Understanding degradation science better (both single and then compound) is essential to extend the life of mechanical components and therefore availability of the HVM products. In-situ assessment of the compound degradation through very small service access holes will reduce the maintenance cost significantly.
The research team will be supported by partner organisations: Rolls-Royce, Bombardier, Network Rail, SMD Ltd, HVM Catapult, XP School. They will directly benefit from the research along with other 500 HVM Companies.
Planned Impact
The platform grant will impact people, knowledge, economy and society.
People impact:
The main beneficiaries of the research grant will be the research team and the academics at CU and UNOTT.
The platform grant will develop and sustain a world leading research team in through-life performance improvement. The grant will accelerate career development for the researchers and support them to enhance their international visibility and reputation. Academics will benefit from the long-term and strategic funding to enhance their thought leadership. Through a strategic approach to the research, the grant will also enhance the core capability in Through-life Engineering
Services (TES) study within both the universities. The grant will also train at least four PhD students (contributed by the
universities) and support one very early career researcher. It is expected new funding will be secured during the five years to grow the research and sustain the team as a world-leading research group in the performance improvement.
Knowledge impact:
The immediate beneficiaries of the new knowledge developed through the research will be the partner organisations. In addition, at least 500 other HVM companies in the UK and more companies internationally will also benefit from the knowledge. The companies will better understand the compound degradation mechanisms and is that affected by design and manufacturing. Through the direct interaction with the researchers and the academics during the secondments and the research, the companies will obtain knowhow and detailed knowledge about life prediction models developed the team. For example, Professor Roy will spend at least two weeks of secondment within the industry partners to understand their requirements better, share knowledge first hand and contribute to their TES strategy development. The partner companies will also benefit from the demonstrator, the instrumentation developed and the test rigs to conduct regular life studies within the companies. Publications from the research team, industry days, the TES Conference and the TES Summer School will disseminate the new knowledge to at least another 500 HVM companies in the UK and more companies internationally.
Economic impact:
The economic shall come from close continued collaboration among the academic team, the industry
partners and the High Value Manufacturing (HVM) Catapult. The direct beneficiaries of the research will be the partner
organisations by implementing the research findings within their TES businesses using a number of feasibility studies and
industrial use cases. The research will change the degradation assessment process followed in the companies and
significantly enhance the efficiency, productivity and competitiveness of the HVM companies. The research will also impact at least 500 other HVM companies in the UK and internationally through supply chain development programmes as part of the industry days. The demonstrator from the research could be used to train the apprentices at the HVM Catapult and the four industry partners. The platform grant will support commercialisation of the compound degradation study test rigs and the demonstrator. This will directly benefit both the universities and the partner organisations.
Social impact:
The social impact of the research will be achieved by contributing to the UK policy to support the TES based HVM
companies and through public engagement. Professor Roy, other academics and the research team will contribute significantly to a TES Council to implement the TES national strategy. Professor Roy and Professor Axinte will influence global manufacturing community through CIRP to adopt an 'engineering for life' approach to their future education programme. Two student group projects and a public seminar on 'engineering for life' thinking per year will be supported to benefit the XP School students, teachers and parents as the public engagement.
People impact:
The main beneficiaries of the research grant will be the research team and the academics at CU and UNOTT.
The platform grant will develop and sustain a world leading research team in through-life performance improvement. The grant will accelerate career development for the researchers and support them to enhance their international visibility and reputation. Academics will benefit from the long-term and strategic funding to enhance their thought leadership. Through a strategic approach to the research, the grant will also enhance the core capability in Through-life Engineering
Services (TES) study within both the universities. The grant will also train at least four PhD students (contributed by the
universities) and support one very early career researcher. It is expected new funding will be secured during the five years to grow the research and sustain the team as a world-leading research group in the performance improvement.
Knowledge impact:
The immediate beneficiaries of the new knowledge developed through the research will be the partner organisations. In addition, at least 500 other HVM companies in the UK and more companies internationally will also benefit from the knowledge. The companies will better understand the compound degradation mechanisms and is that affected by design and manufacturing. Through the direct interaction with the researchers and the academics during the secondments and the research, the companies will obtain knowhow and detailed knowledge about life prediction models developed the team. For example, Professor Roy will spend at least two weeks of secondment within the industry partners to understand their requirements better, share knowledge first hand and contribute to their TES strategy development. The partner companies will also benefit from the demonstrator, the instrumentation developed and the test rigs to conduct regular life studies within the companies. Publications from the research team, industry days, the TES Conference and the TES Summer School will disseminate the new knowledge to at least another 500 HVM companies in the UK and more companies internationally.
Economic impact:
The economic shall come from close continued collaboration among the academic team, the industry
partners and the High Value Manufacturing (HVM) Catapult. The direct beneficiaries of the research will be the partner
organisations by implementing the research findings within their TES businesses using a number of feasibility studies and
industrial use cases. The research will change the degradation assessment process followed in the companies and
significantly enhance the efficiency, productivity and competitiveness of the HVM companies. The research will also impact at least 500 other HVM companies in the UK and internationally through supply chain development programmes as part of the industry days. The demonstrator from the research could be used to train the apprentices at the HVM Catapult and the four industry partners. The platform grant will support commercialisation of the compound degradation study test rigs and the demonstrator. This will directly benefit both the universities and the partner organisations.
Social impact:
The social impact of the research will be achieved by contributing to the UK policy to support the TES based HVM
companies and through public engagement. Professor Roy, other academics and the research team will contribute significantly to a TES Council to implement the TES national strategy. Professor Roy and Professor Axinte will influence global manufacturing community through CIRP to adopt an 'engineering for life' approach to their future education programme. Two student group projects and a public seminar on 'engineering for life' thinking per year will be supported to benefit the XP School students, teachers and parents as the public engagement.
Organisations
Publications
Addepalli S
(2021)
Quantifying Uncertainty in Pulsed Thermographic Inspection by Analysing the Thermal Diffusivity Measurements of Metals and Composites.
in Sensors (Basel, Switzerland)
Alatorre D
(2018)
Robotic Boreblending: The Future of In-Situ Gas Turbine Repair
Alatorre D
(2019)
Teleoperated, In Situ Repair of an Aeroengine: Overcoming the Internet Latency Hurdle
in IEEE Robotics & Automation Magazine
Axinte D
(2018)
MiRoR-Miniaturized Robotic Systems for Holistic In-Situ Repair and Maintenance Works in Restrained and Hazardous Environments
in IEEE/ASME Transactions on Mechatronics
Ba W
(2021)
Design and Validation of a Novel Fuzzy-Logic-Based Static Feedback Controller for Tendon-Driven Continuum Robots
in IEEE/ASME Transactions on Mechatronics
Barrientos-Diez J
(2021)
Real-Time Kinematics of Continuum Robots: Modelling and Validation
in Robotics and Computer-Integrated Manufacturing
Brooking L
(2018)
Effect of stress state and simultaneous hot corrosion on the crack propagation and fatigue life of single crystal superalloy CMSX-4
in International Journal of Fatigue
Brooking L
(2017)
Stress corrosion of Ni-based superalloys
in Materials at High Temperatures
Brooking L
(2018)
Interaction of hot corrosion fatigue and load dwell periods on a nickel-base single crystal superalloy
in International Journal of Fatigue
Description | The key achievements were in the areas of - degradation modelling: we now have better understanding of the combination of heat and corrosion in gas turbines; - robotics: we improved the ability to deploy autonomous inspection and repair into inaccessible places; - surfaces: the characterisation of high-performance surfaces was improved; - boroscope design: we advanced the ability to observe engineering components in IR in accessible places. |
Exploitation Route | Our industrial partners now have improved technologies for measurement and decision making, to tackle difficult challenges in machine and system health. For example, Rolls-Royce has illustrated FLARE with its snake-arm robots. Network Rail has demonstrated an inspection and repair robot on the railway. The outcomes are available through open access dissemination, leading to further potential in research for related products and services. |
Sectors | Aerospace Defence and Marine Digital/Communication/Information Technologies (including Software) Energy Manufacturing including Industrial Biotechology Transport |
URL | https://www.researchgate.net/project/Through-life-performance-From-science-to-instrumentation |
Description | The ability to deploy robotics in inspection and repair has already been adopted by Rolls-Royce and Network Rail, along with partners in the European Shift2Rail programme. The benefits include accessing difficult, remote, and dangerous places. This helps to protect people from harsh environments. It delivers high quality observational survey, and measured data, to expert decision makers, in good time to plan timely and economical interventions for preventive maintenance and repair. Repair technologies have been developed to allow direct robot intervention. The understanding of the structure and degradation of high performance surfaces in harsh conditions, allows efficient decisions about life extension and repair in turbine blades, preventing damage. BSI PAS280 on Through-life Engineering Services (TES) was prepared in collaboration with partners. This has led to wider awareness in industry of through-life support as a service, which has broadened the standardisation in Asset Management. A level 7 apprenticeship standard was created, which allows the apprenticeship levy to be spent on training for related employees. |
First Year Of Impact | 2020 |
Sector | Aerospace, Defence and Marine,Agriculture, Food and Drink,Education,Electronics,Energy,Government, Democracy and Justice,Manufacturing, including Industrial Biotechology,Transport |
Impact Types | Economic Policy & public services |
Description | BSI PAS on TES |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Membership of a guideline committee |
Impact | Cranfield University team is the technical author of the BSI PAS on TES. |
Description | (IN2SMART) - Intelligent Innovative Smart Maintenance of Assets by integRated Technologies |
Amount | € 7,290,632 (EUR) |
Funding ID | 730569 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 08/2016 |
End | 10/2019 |
Description | (IN2SMART2) - Intelligent Innovative Smart Maintenance of Assets by integRated Technologies 2 |
Amount | € 10,241,024 (EUR) |
Funding ID | 881574 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 12/2019 |
End | 11/2022 |
Description | (IN2TRACK2) - Research into enhanced track and switch and crossing system 2 |
Amount | € 13,188,021 (EUR) |
Funding ID | 826255 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 11/2018 |
End | 11/2021 |
Description | (IN2TRACK3) - IN2TRACK3 |
Amount | € 11,538,265 (EUR) |
Funding ID | 101012456 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 01/2021 |
End | 12/2023 |
Description | CHIMERA - Robotic Inspection of Pressure Vessels |
Amount | £2,413,639 (GBP) |
Funding ID | 25537 |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 01/2019 |
End | 03/2021 |
Description | GCRF |
Amount | £970,750 (GBP) |
Funding ID | EP/R013950/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 02/2018 |
End | 01/2021 |
Description | Innovate UK |
Amount | £194,000 (GBP) |
Organisation | McFarlane Telfer Ltd |
Sector | Private |
Country | United Kingdom |
Start | 05/2018 |
End | 05/2020 |
Description | Innovate UK |
Amount | £350,000 (GBP) |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 09/2017 |
End | 03/2018 |
Description | Innovate UK |
Amount | £102,000 (GBP) |
Funding ID | 102787 |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 06/2017 |
End | 06/2019 |
Description | Innovate UK |
Amount | £304,928 (GBP) |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 01/2018 |
End | 01/2021 |
Description | Innovate UK |
Amount | £300,633 (GBP) |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 11/2017 |
End | 11/2020 |
Description | Materials Lifing In turbines (MALIT) (Nicholls PI, Gray CI) |
Amount | £1,189,000 (GBP) |
Funding ID | 103081-263288 |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 08/2018 |
End | 09/2022 |
Description | Prototype development of a Real-time Electronic Counterfeit Batch Inspection Technique (RECBIT) (Zhao PI) |
Amount | £250,000 (GBP) |
Funding ID | GA100113 |
Organisation | Lloyd's Register Foundation |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 01/2018 |
End | 12/2019 |
Description | Standard development (Innovate UK) |
Amount | £20,000 (GBP) |
Organisation | British Standards Institute (BSI Group) |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 11/2017 |
End | 03/2018 |
Description | The Learning Camera (Zhao PI) |
Amount | £274,000 (GBP) |
Funding ID | 22994 |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 01/2018 |
End | 12/2019 |
Title | Data & code supporting: 'Automatic Reconstruction of Irregular Shape Defects in Pulsed Thermography using Deep Learning Neural Network' |
Description | This is the dataset & code for the paper "Automatic Reconstruction of Irregular Shape Defects in Pulsed Thermography using Deep Learning Neural Network". These databags contain two use cases of investigating the performance comparison using different time-domain thermal images of two defect models for network training. |
Type Of Material | Database/Collection of data |
Year Produced | 2022 |
Provided To Others? | Yes |
URL | https://cord.cranfield.ac.uk/articles/dataset/Data_code_for_paper_Automatic_Reconstruction_of_Irregu... |
Title | Data & code supporting: 'Automatic Reconstruction of Irregular Shape Defects in Pulsed Thermography using Deep Learning Neural Network' |
Description | This is the dataset & code for the paper "Automatic Reconstruction of Irregular Shape Defects in Pulsed Thermography using Deep Learning Neural Network". These databags contain two use cases of investigating the performance comparison using different time-domain thermal images of two defect models for network training. |
Type Of Material | Database/Collection of data |
Year Produced | 2022 |
Provided To Others? | Yes |
URL | https://cord.cranfield.ac.uk/articles/dataset/Data_code_for_paper_Automatic_Reconstruction_of_Irregu... |
Title | Data for the paper "A Dissection and Enhancement Technique for Combined Damage Characterisation in Composite Laminates using Laser-line Scanning Thermography". |
Description | This is the dataset for paper "A Dissection and Enhancement Technique for Combined Damage Characterisation in Composite Laminates using Laser-line Scanning Thermography". It contains the the simulation and experimental data for figures, tables and results in paper. The files are marked with related names. |
Type Of Material | Database/Collection of data |
Year Produced | 2021 |
Provided To Others? | Yes |
URL | https://cord.cranfield.ac.uk/articles/dataset/Data_for_the_paper_A_Dissection_and_Enhancement_Techni... |
Title | Quantifying uncertainty in pulsed thermography inspection by analysing the thermal diffusivity measurements of metals and composites - Dataset to reconstruct the results presented in the paper |
Description | This is the underlying dataset for the paper based on which uncertainty quantification was carried out. |
Type Of Material | Database/Collection of data |
Year Produced | 2021 |
Provided To Others? | Yes |
URL | https://cord.cranfield.ac.uk/articles/dataset/Quantifying_uncertainty_in_pulsed_thermography_inspect... |
Description | 8th International Conference on Through-life Engineering Services, Cleveland, Ohio |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | Our work was presented at a cross-disciplinary conference with industry and academic participants |
Year(s) Of Engagement Activity | 2019 |
URL | https://engineering.case.edu/conference/TESConf2019/ |
Description | 9th International Conference on Through-life Engineering Services, |
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 | Online conference, exchanging work in progress and current ideas |
Year(s) Of Engagement Activity | 2020 |
URL | http://www.through-life-engineering-services.org/index.php/tesconf/details |
Description | European robotics forum |
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 | The Nottingham group had a stand in the conference and presented the robots developed by the team via videos. |
Year(s) Of Engagement Activity | 2020 |
URL | https://www.eu-robotics.net/robotics_forum/ |
Description | James Fisher and Sons plc visit in UoN |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | James Fisher and Sons plc visited the UoN robotics lab and discussed the collaboration in Game-change scheme. |
Year(s) Of Engagement Activity | 2020 |
Description | TAROS 2019 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | TAROS is the longest running UK-hosted international conference on Robotics and Autonomous Systems (RAS), which is aimed at the presentation and discussion of the latest results and methods in autonomous robotics research and applications. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.qmul.ac.uk/robotics/events/taros2019/ |
Description | UK-RAS International Robotics Showcase 2019 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | One-day event with live demos of the latest UK innovations in robotics plus insights from world-renowned technologists. Held in the Royal Geographical Society - London, our research was showcased to 300+ people from academy, industry and media. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.ukras.org/news-and-events/uk-ras/ukras19-about/ |
Description | Visiting from Uniper |
Form Of Engagement Activity | Participation in an open day or visit at my research institution |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Industry/Business |
Results and Impact | Presented the continuum robots and walking robot developing in University of Nottingham, and identified several potential collaboration opportunities. |
Year(s) Of Engagement Activity | 2018 |