Advanced Research into Crystallographic Anisotropy & Nucleation Effects in single crystals (ARCANE)
Lead Research Organisation:
University of Birmingham
Department Name: Metallurgy and Materials
Abstract
The rapidly evolving landscape for aviation propulsion - shaped by FlightPath 2050 objectives, commercial pressures, likely legislation, and crucially, a changing public demand - means that Rolls-Royce's grand challenge is now the electrification of flight. Miniaturised turbine-driven electrical generating systems will be required to power steady-state electric flight, enabling aircraft to vastly exceed the fuel economies of today. This necessitates both scaling and enhancing existing engine designs and the components within them or radically new designs.
The principal determinant of aero engine efficiency is the temperature of operation of the turbine, in which much of the energy in the hot gas from the combustor is used to drive the front end of the engine, both the compressor to sustain combustion and the fan to create and amplify thrust. The components of the hottest part of the turbine are manufactured from nickel superalloys using casting technology developed and refined over decades to produce single crystals. Single crystal (SX) castings are each comprised of more than 10^24 (1 with 24 following zeros) atoms arranged in common alignment to a unit cell - the atomic scale 'building block'. This imbues them with astonishing strengths but also mechanical properties under load that vary with direction relative to the unit cell.
Furnace technologies to make SX superalloy castings are highly advanced, being designed to avoid breakdown of the solidification front that moves slowly through the casting allowing atoms to be added to the prior solid. However, sometimes a secondary misoriented grain is formed, within which the atoms are aligned to a unit cell of different orientation; in the boundary there are missing atoms and bonds, as well as different structures - the "bicrystal". A large proportion of castings that contain bicrystals cannot be used as their function is considered to result in excessive decrease in component life. Criteria for their rejection favour safety in service. The mechanisms of bicrystal formation are not at all well understood.
Physical and process metallurgy remains a cornerstone of engineering and manufacturing. Only by having a sufficiently detailed mechanistic understanding and models to predict how materials behave can their performance in service under ever more demanding conditions be predicted with confidence. Their safe use demands that limits of capability are understood and in turn mechanistic understanding stimulates the development of improved materials and processes for future applications. New or improved alloys and technologies often provide economic impact through increased commercial competitiveness.
The strategic goal of this Prosperity Partnership for Advanced Research into Crystallographic Anisotropy & Nucleation Effects in single crystals (ARCANE) is to understand the nucleation of defects in the anisotropic world of single crystal casting. Our aim is to achieve the world's first high fidelity simulation of the nucleation and growth of bicrystals in the solid, semi solid and liquid regimes of the casting process. We aim to understand the associated materials properties of the anisotropic superalloy single crystals, as well as the properties associated with bicrystals formed during casting. This level of simulation will require breakthroughs at all levels, including physical models, numerical solvers and novel algorithms. We will use state of the art casting experimentation and materials evaluation to verify the models that we develop during the research. Furthermore, we will use the vast store of Rolls-Royce manufacturing and in engine data to ensure that our modelling and physical experimentation is targeted specifically for improvements
The principal determinant of aero engine efficiency is the temperature of operation of the turbine, in which much of the energy in the hot gas from the combustor is used to drive the front end of the engine, both the compressor to sustain combustion and the fan to create and amplify thrust. The components of the hottest part of the turbine are manufactured from nickel superalloys using casting technology developed and refined over decades to produce single crystals. Single crystal (SX) castings are each comprised of more than 10^24 (1 with 24 following zeros) atoms arranged in common alignment to a unit cell - the atomic scale 'building block'. This imbues them with astonishing strengths but also mechanical properties under load that vary with direction relative to the unit cell.
Furnace technologies to make SX superalloy castings are highly advanced, being designed to avoid breakdown of the solidification front that moves slowly through the casting allowing atoms to be added to the prior solid. However, sometimes a secondary misoriented grain is formed, within which the atoms are aligned to a unit cell of different orientation; in the boundary there are missing atoms and bonds, as well as different structures - the "bicrystal". A large proportion of castings that contain bicrystals cannot be used as their function is considered to result in excessive decrease in component life. Criteria for their rejection favour safety in service. The mechanisms of bicrystal formation are not at all well understood.
Physical and process metallurgy remains a cornerstone of engineering and manufacturing. Only by having a sufficiently detailed mechanistic understanding and models to predict how materials behave can their performance in service under ever more demanding conditions be predicted with confidence. Their safe use demands that limits of capability are understood and in turn mechanistic understanding stimulates the development of improved materials and processes for future applications. New or improved alloys and technologies often provide economic impact through increased commercial competitiveness.
The strategic goal of this Prosperity Partnership for Advanced Research into Crystallographic Anisotropy & Nucleation Effects in single crystals (ARCANE) is to understand the nucleation of defects in the anisotropic world of single crystal casting. Our aim is to achieve the world's first high fidelity simulation of the nucleation and growth of bicrystals in the solid, semi solid and liquid regimes of the casting process. We aim to understand the associated materials properties of the anisotropic superalloy single crystals, as well as the properties associated with bicrystals formed during casting. This level of simulation will require breakthroughs at all levels, including physical models, numerical solvers and novel algorithms. We will use state of the art casting experimentation and materials evaluation to verify the models that we develop during the research. Furthermore, we will use the vast store of Rolls-Royce manufacturing and in engine data to ensure that our modelling and physical experimentation is targeted specifically for improvements
Publications
Tino P
(2024)
Predictive Modeling in the Reservoir Kernel Motif Space
Yan M
(2024)
Emerging opportunities and challenges for the future of reservoir computing.
in Nature communications
| Description | DCMS & Royal Anniversary Trust Coronation Challenge |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://royalanniversarytrust.org.uk/wp-content/uploads/2025/02/CreaTech-Report.pdf |
| Description | Research England - Expanding Excellence in England (E3) Round 2 |
| Amount | £9,080,177 (GBP) |
| Funding ID | Multi-Scale, Multi-Disciplinary, Modelling Platform (M34Impact) |
| Organisation | Greenwich University |
| Sector | Academic/University |
| Country | Pakistan |
| Start | 07/2024 |
| End | 07/2029 |
| Description | High Temperature Research Centre |
| Organisation | Rolls Royce Group Plc |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | The High Temperature Research Centre (HTRC) is a research partnership with Rolls-Royce plc. The Centre is a secure location in which academics, research fellows and research students (the Academic Team) can collaborate with designers, engineers and technical specialists from Rolls-Royce plc, all supported with experimental work by a team of technicians. The research focus is nickel superalloy single crystal casting and related enabling technologies. The mixed team works shoulder-to-shoulder addressing challenges pertinent to Roll-Royce's materials and manufacturing challenges. The Academic Team undertakes research informed by partner needs addressing 1) Fundamental understanding of materials and processes, development of numerical methods; 2) development of new capabilities to facilitate new methods of manufacture and technologies to accelerate prototyping and design; 3) design of methods of manufacture for fast-make and demonstrator aero engine programs; and, 4) translation of research insights to resolve long-standing gaps in Rolls-Royce's manufacturing process capabilities. |
| Collaborator Contribution | In addition to their financial input, Rolls-Royce supports the HTRC through a team of designers, manufacturing-, product- and maintenance engineers and technical specialists based permanently in the Centre. Together they embed one of Roll-Royce's Top 14 technologies that are considered the most valuable IP that underpins their aero engine performance. The team collaborates with the Academic Team to define research challenges informed by real-world experience and opportunities, collaborating to translate ideas and research insights in to robust manufacturing solutions. Financial input reported above covers the period 2023-2024, partnership active since 2015. |
| Impact | Development and manufacture of high pressure turbine blades, nozzle guide vanes and seal segments for Rolls-Royce UltraFan(R) demonstrator engine. Extensive contributions to reduced process scrap and improved manufacturing process capabilities. 1 patent granted, 10 filed and 7 in preparation. |
| Start Year | 2015 |
| Description | A Kao talk at University of Latvia |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | A Kao gave talk at the University of Latvia on research activities within TEAM. This was attended by members of the faculty, PhD students and Masters students. |
| Year(s) Of Engagement Activity | 2024 |
| Description | P Soar talk at TMS 2024 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | P Soar gave talk titled "3D Microstructure Solidification Modelling with Concurrent Structural Mechanical Mechanisms" at TMS 2024 annual meeting. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.tms.org/TMS2024/Home/TMS2024/Default.aspx?hkey=54504ea7-8339-4a6d-855c-30ecc0bfe027&gcli... |
| Description | P Soar talk at UKCOMES |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | P Soar presented at the UK Consortium on Mesoscale Engineering annual meeting. Talk gave an overview of UoG projects in Multi-scale and Multi-disciplinary modelling. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.ucl.ac.uk/mesoscale-modelling-consortium/ |
| Description | Talk at Archer 2 - Celebration of Science Event |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Prof. Kai Luo, PI of UK Consortium on Mesoscale Engineering presented talk "Advancing Science and Technology at Mesoscales" which included UoG's High Performance Computing outputs of ARCANE at the Archer 2 - Celebration of Science Event. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.archer2.ac.uk/community/events/celebration-of-science-2024/slides/ARCHER2%20Celebration%... |
