Optimisation of Broadband Energy Harvesters Using Bistable Composites
Lead Research Organisation:
University of Bath
Department Name: Mechanical Engineering
Abstract
This proposal will develop optimum broadband energy harvesters at the large/meso-scale by creating an optimisation methodology. This will be achieved by bistable composite laminates with piezoelectric materials converting mechanical vibration to electrical energy.
Energy harvesting is an active research area developing ways of capturing energy from the external environment to power low energy electronics such as wireless sensor networks. One source of energy is vibration and piezoelectric materials are commonly used to convert mechanical vibration to electrical energy. The current state-of-the-art devices are designed to capture electrical energy at resonant frequencies. Whilst this works well in a well-controlled frequency environment, the harvesting performance falls dramatically outside the resonant frequencies and the resonant frequencies of a structure can quickly become unattainable as a device becomes small or large. This limits the application areas where vibratory energy harvesting devices can be used.
The proposed bistable composite mechanism has recently been discovered by Inman (Co-I) to have an excellent harvesting performance over a range of frequencies due to its nonlinear dynamics. Bistable composite plates have an inherent bistability arising from anisotropic material properties of an asymmetrical layup. These bistable composites have been extensively studied in the context of piezo-actuated morphing structures in recent years and Kim (PI) and Bowen (Co-I) introduced the first and the only optimisation methodology for bistable composites in 2011. The project combines these expertise together with mixed signal electronics of Clarke (Co-I) to develop broadband energy harvesters suitable for ambient vibration. The National Physical Laboratory (NPL) and Perpetuum will support this project via their experimental expertise, facilities and data on the industrial and customers' needs.
The complex physics of nonlinear bistable composites is difficult to understand and design, and the optimisation methodology for bistable composites recently developed by the applicants offers a systematic exploration of the design space to find the optimum combination of size, thickness and stacking sequence of fibre orientations. Building on from this foundation, the project will develop static and dynamic models of bistable enegy harvesting composites supported by experimental investigations and formulate an optimisation methodology which will be used to design and build demonstrators based on real world applications.
There are three main challenges which will be addressed in this project:
(1) The nonlinearity of the system behaviour, multiple equilibrium states of bistability, piezoelectric configuration and discrete composite lay-ups all present significant scientific challenges. The proposed research takes a novel approach of optimisation to account for the complex interaction of physics and offers engineers a methodology for designing bistable broadband energy harvesters for any given requirements.
(2) No research to date has studied the role of nonlinearities in bistable energy harvesting. We will explore this in the modelling of energy harvesting performance including dynamic nonlinearity with experimental characterisation of coupled electromechanical properties.
(3) One popular mechanism for generating bistability is via an external electromagnetic field which can be cumbersome and obtrusive to the surrounding system and the electrical components. Bistability is inherent to asymmetrical composite laminates, therefore the resulting system can be more compact and easily installed.
Energy harvesting is an active research area developing ways of capturing energy from the external environment to power low energy electronics such as wireless sensor networks. One source of energy is vibration and piezoelectric materials are commonly used to convert mechanical vibration to electrical energy. The current state-of-the-art devices are designed to capture electrical energy at resonant frequencies. Whilst this works well in a well-controlled frequency environment, the harvesting performance falls dramatically outside the resonant frequencies and the resonant frequencies of a structure can quickly become unattainable as a device becomes small or large. This limits the application areas where vibratory energy harvesting devices can be used.
The proposed bistable composite mechanism has recently been discovered by Inman (Co-I) to have an excellent harvesting performance over a range of frequencies due to its nonlinear dynamics. Bistable composite plates have an inherent bistability arising from anisotropic material properties of an asymmetrical layup. These bistable composites have been extensively studied in the context of piezo-actuated morphing structures in recent years and Kim (PI) and Bowen (Co-I) introduced the first and the only optimisation methodology for bistable composites in 2011. The project combines these expertise together with mixed signal electronics of Clarke (Co-I) to develop broadband energy harvesters suitable for ambient vibration. The National Physical Laboratory (NPL) and Perpetuum will support this project via their experimental expertise, facilities and data on the industrial and customers' needs.
The complex physics of nonlinear bistable composites is difficult to understand and design, and the optimisation methodology for bistable composites recently developed by the applicants offers a systematic exploration of the design space to find the optimum combination of size, thickness and stacking sequence of fibre orientations. Building on from this foundation, the project will develop static and dynamic models of bistable enegy harvesting composites supported by experimental investigations and formulate an optimisation methodology which will be used to design and build demonstrators based on real world applications.
There are three main challenges which will be addressed in this project:
(1) The nonlinearity of the system behaviour, multiple equilibrium states of bistability, piezoelectric configuration and discrete composite lay-ups all present significant scientific challenges. The proposed research takes a novel approach of optimisation to account for the complex interaction of physics and offers engineers a methodology for designing bistable broadband energy harvesters for any given requirements.
(2) No research to date has studied the role of nonlinearities in bistable energy harvesting. We will explore this in the modelling of energy harvesting performance including dynamic nonlinearity with experimental characterisation of coupled electromechanical properties.
(3) One popular mechanism for generating bistability is via an external electromagnetic field which can be cumbersome and obtrusive to the surrounding system and the electrical components. Bistability is inherent to asymmetrical composite laminates, therefore the resulting system can be more compact and easily installed.
Planned Impact
(1) Engineering Industry
The proposed research will bring a real opportunity to pioneer new areas for vibratory energy harvesting technology by developing a compact broadband system and offering an optimum design methodology. This will maximise the efficiency and economy of harvesters and significantly reduce the complexity of design and the time to market. The proposed broadband system has a potential to dramatically widen the application areas. The broadband nature of energy harvesting together with advances in low power electronics can widen the beneficiaries to industries such as aerospace, automotive, construction and medical engineering as well as military sectors. We will work closely with Perpetuum to produce technology demonstrators addressing the real customers needs to maximise the impact.
The underlying science which will be developed in this project has direct relevance in multifunctional structures and smart materials. Multifunctional structures have a potential to bring a transformative change to the design of light weight structures at a fundamental level. This will have significant impact on aerospace, automotive, robotics and military sectors. Defence Technology Strategy for the Demands of the 21st Century [MoD] specifically identifies smart materials and active structures as a priority emerging cross-cutting technology. The proposed research is critically timely for UK to maintain the competitiveness as the interests in smart multifunctional structures are growing internationally.
(2) Economy and Society
With increasingly scarce resources, the concept of energy harvesting from ambient environment and eliminating the need for a power source is unquestionably relevant to the wider society. Energy harvesting industry is currently $0.7Billion size market and is estimated to grow to $4.4Billion in 2021, of which a quarter is predicted to be piezoelectric-based [Energy Harvesting Market Analysis Report by IDTechEx, 2011]. Today, $13.75Million is being spent on energy harvesters for wireless sensors alone. Although over 50% of the current energy harvesting market is concentrated on consumer electronics, the application areas are set to diversify and interests in vibratory energy harvesting are growing. Taking a long-term view (>10 years) our research will benefit customers through low operating cost, and ultimately benefit the environment through low carbon emissions, a reduction in the use of batteries with toxic chemicals and resource efficiency. A fast transition of the technology into industry is ensured by the active dissemination plans. This will ensure that the ultimate benefits to the economy and security of the society are realised in a timely manner.
Harvesting energy through smart adaptive structures can capture people's imagination, exemplified in our previous bistable composites projects which was successfully exhibited at the Science Museum London and the invitation to be presented at the House of Commons. It is an excellent tool to engage the public in research of science and engineering and can have an important impact on the society's future by attracting talented young people to the profession of science and engineering.
(3) Investigators and PDRA
The potential of high impact scientific research represented in this project provides an opportunity for the researchers to become world leaders by making significant contributions in the relatively young research field of broadband energy harvesting. The project will lead to the identification of new challenges in research and open up new opportunities to secure future funding. Working closely with industrial partners provides a route for the researchers to make a direct impact in engineering industry and the society.
The proposed research will bring a real opportunity to pioneer new areas for vibratory energy harvesting technology by developing a compact broadband system and offering an optimum design methodology. This will maximise the efficiency and economy of harvesters and significantly reduce the complexity of design and the time to market. The proposed broadband system has a potential to dramatically widen the application areas. The broadband nature of energy harvesting together with advances in low power electronics can widen the beneficiaries to industries such as aerospace, automotive, construction and medical engineering as well as military sectors. We will work closely with Perpetuum to produce technology demonstrators addressing the real customers needs to maximise the impact.
The underlying science which will be developed in this project has direct relevance in multifunctional structures and smart materials. Multifunctional structures have a potential to bring a transformative change to the design of light weight structures at a fundamental level. This will have significant impact on aerospace, automotive, robotics and military sectors. Defence Technology Strategy for the Demands of the 21st Century [MoD] specifically identifies smart materials and active structures as a priority emerging cross-cutting technology. The proposed research is critically timely for UK to maintain the competitiveness as the interests in smart multifunctional structures are growing internationally.
(2) Economy and Society
With increasingly scarce resources, the concept of energy harvesting from ambient environment and eliminating the need for a power source is unquestionably relevant to the wider society. Energy harvesting industry is currently $0.7Billion size market and is estimated to grow to $4.4Billion in 2021, of which a quarter is predicted to be piezoelectric-based [Energy Harvesting Market Analysis Report by IDTechEx, 2011]. Today, $13.75Million is being spent on energy harvesters for wireless sensors alone. Although over 50% of the current energy harvesting market is concentrated on consumer electronics, the application areas are set to diversify and interests in vibratory energy harvesting are growing. Taking a long-term view (>10 years) our research will benefit customers through low operating cost, and ultimately benefit the environment through low carbon emissions, a reduction in the use of batteries with toxic chemicals and resource efficiency. A fast transition of the technology into industry is ensured by the active dissemination plans. This will ensure that the ultimate benefits to the economy and security of the society are realised in a timely manner.
Harvesting energy through smart adaptive structures can capture people's imagination, exemplified in our previous bistable composites projects which was successfully exhibited at the Science Museum London and the invitation to be presented at the House of Commons. It is an excellent tool to engage the public in research of science and engineering and can have an important impact on the society's future by attracting talented young people to the profession of science and engineering.
(3) Investigators and PDRA
The potential of high impact scientific research represented in this project provides an opportunity for the researchers to become world leaders by making significant contributions in the relatively young research field of broadband energy harvesting. The project will lead to the identification of new challenges in research and open up new opportunities to secure future funding. Working closely with industrial partners provides a route for the researchers to make a direct impact in engineering industry and the society.
Organisations
- University of Bath (Lead Research Organisation)
- National Graduate School of Engineering & Research Centre (ENSICAEN) (Collaboration)
- Additive flow (Collaboration)
- Northwestern University (Collaboration)
- National Physical Laboratory (Collaboration)
- Rolls Royce Group Plc (Collaboration)
- Massachusetts Institute of Technology (Collaboration)
- Cardiff University (Collaboration)
- UNIVERSITY OF LEEDS (Collaboration)
- Brunel University London (Collaboration)
- SpaceX (Collaboration)
- University of Bristol (Collaboration)
- Technion - Israel Institute of Technology (Collaboration)
- National Aeronautics and Space Administration (NASA) (Collaboration)
- Honda Research Institute Europe GmbH (Collaboration)
- Purdue University (Collaboration)
- Ansys, Inc (Collaboration)
- UNIVERSITY OF EXETER (Collaboration)
- Youngyiel Precision (Collaboration)
- University of Texas at Austin (Collaboration)
- Los Alamos National Laboratory (Collaboration)
- Raytheon Technologies Corporation (Collaboration)
- University of California, San Diego (UCSD) (Collaboration)
- Lublin University of Technology (Collaboration)
- Boeing (Collaboration)
- Texas A&M University (Collaboration)
Publications
Behrou R
(2021)
Topology optimization of nonlinear periodically microstructured materials for tailored homogenized constitutive properties
in Composite Structures
Betts D
(2012)
Optimal configurations of bistable piezo-composites for energy harvesting
in Applied Physics Letters
Betts D
(2012)
Preliminary Study of Optimum Piezoelectric Cross-Ply Composites for Energy Harvesting
in Smart Materials Research
Betts D
(2013)
Nonlinear dynamics of a bistable piezoelectric-composite energy harvester for broadband application
in The European Physical Journal Special Topics
Borowiec M
(2014)
Complex response of a bistable laminated plate: Multiscale entropy analysis
in The European Physical Journal Plus
Bowen C
(2014)
Piezoelectric and ferroelectric materials and structures for energy harvesting applications
in Energy Environ. Sci.
Description | The key parameters that are required to model the nonlinear mechanics of bistable composites. Broadband energy harvesting is achieved and their characteristics can be manipulated by geometry and layup of the composites via optimization. Appreciable amount of energy can be harvested however, high g-level input is required due to stiffness available from the commercially available MFCs and carbon fibre composites. Further development to produce less stiff piezoelectric and carbon composite materials to bring down the required input vibration thus making this approach more widely applicable. The research has led to a new application in aircraft deicing using carbon nanotubes as the actuator and a new collaboration with MIT. The modeling technique have also led to a new approach in multiscale piezoelectric modeling for boron nitride nanotube composites, and this was explored in collaboration with NASA Langley. |
Exploitation Route | The current model can provide a reasonable predictive capability and it will benefit from a further refinement. The model can be taken to study the nonlinear piezoelectric coupling. Materials researchers can use the findings to design less stiff materials to harvest a greater level of energy for reduced vibration. The actuated carbon nanotube bistable composites can be further investigated for deicing applications in aerospace. The nonlinear piezoelectric properties for boron nitride nanotube composites can be investigated further by refining the finite element based model and developing the multiscale model linking the molecular dynamics model for a single tube to a continuum model with multiple nanotubes. |
Sectors | Aerospace, Defence and Marine,Energy,Transport |
Description | Our research findings have inspired many researchers around the world to study the bistable composites for energy harvesting. The results have also led to further funding in this area. The methodology and results developed from this research led to two new research areas (1) deicing using carbon nanotube actuation (2) multiscale modelling for piezoelectric properties of boron nitride nanotubes. The deicing device is being explored by aerospace industry and they have both led to new collaborations, MIT and ANSYS, and NASA Langley, respectively. |
First Year Of Impact | 2015 |
Sector | Aerospace, Defence and Marine |
Description | AIAA ICME working group |
Geographic Reach | North America |
Policy Influence Type | Contribution to new or Improved professional practice |
Description | Chair of Female Researchers Chapter of International Association of Computational Mechanics |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Membership of a guideline committee |
Impact | *Influenced training if practitioners or researches *Effective solutions to societal problems |
Description | Deputy Chair of AIAA MDO Technical Committee |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Membership of a guideline committee |
Description | EPSRC/TSB report |
Geographic Reach | National |
Policy Influence Type | Contribution to a national consultation/review |
Description | Elected member of USACM executive council |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Membership of a guideline committee |
Description | Founding chair, Female Researchers Chapter, International Association of Computational Mechanics |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Influenced training of practitioners or researchers |
Impact | Visibility of women in the research community is increasing. |
Description | International Paper Committee Chair for WCSMO-14 |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Membership of a guideline committee |
Description | TSB report |
Geographic Reach | National |
Policy Influence Type | Citation in other policy documents |
Description | professional review panel on integrated multiscale materials and structures modeling and simulation in the aerospace community |
Geographic Reach | North America |
Policy Influence Type | Membership of a guideline committee |
Description | GW4 |
Amount | £70,000 (GBP) |
Organisation | GW4 |
Sector | Academic/University |
Country | United Kingdom |
Start | 11/2014 |
End | 04/2015 |
Description | MEET |
Amount | £11,000 (GBP) |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 04/2014 |
End | 04/2015 |
Description | NEMESIS |
Amount | € 2,000,000 (EUR) |
Funding ID | 320963 |
Organisation | European Research Council (ERC) |
Sector | Public |
Country | Belgium |
Start | 02/2013 |
End | 01/2018 |
Description | Seed funding |
Amount | £52,000 (GBP) |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Department | Centre for Innovative Manufacturing in Additive Manufacturing |
Sector | Academic/University |
Country | United Kingdom |
Start | 08/2014 |
End | 03/2015 |
Description | Additive flow |
Organisation | Additive flow |
Country | United Kingdom |
Sector | Private |
PI Contribution | Level set topology optimization for buckling and stiffened panels. |
Collaborator Contribution | Advanced design and production software for materials and geometry. https://www.additiveflow.com |
Impact | Multiphysics topology optimization software |
Start Year | 2019 |
Description | Akin Keskin - RR Thermomechanics |
Organisation | Rolls Royce Group Plc |
Country | United Kingdom |
Sector | Private |
PI Contribution | Level set topology optimization and coupling physics |
Collaborator Contribution | Expertise and physics tools for engine performance analysis and design |
Impact | Multidisciplinary - design optimization, structural mechanics, heat transfer |
Start Year | 2018 |
Description | Ansys |
Organisation | Ansys, Inc |
Country | United States |
Sector | Private |
PI Contribution | Bistable composite with actuation modelling and experimental expertise |
Collaborator Contribution | electro-thermal-mechanical nonlinear transient FE modelling |
Impact | two conference publications |
Start Year | 2014 |
Description | Boeing |
Organisation | Boeing |
Country | United States |
Sector | Private |
PI Contribution | Topology Optimization for thermal structures |
Collaborator Contribution | IGA |
Impact | Follow up funding awarded |
Start Year | 2021 |
Description | Bret Stanford (Nasa Langley) |
Organisation | National Aeronautics and Space Administration (NASA) |
Department | NASA Langley Research Centre |
Country | United States |
Sector | Public |
PI Contribution | Level set topology optimization |
Collaborator Contribution | Expertise on aeroelasticity |
Impact | Journal Publications: Dunning PD, Stanford BK, Kim HA (2015) "Coupled aerostructural topology optimization using a level set method for 3D aircraft wings", Structural and Multidisciplinary Optimization, 51(5), 1111-1132, DOI: 10.1007/s00158-014-1200-1; Townsend S, Picelli R, Stanford B, Kim HA (2018) "Structural Optimization of Plate-Like Aircraft Wings under Flutter & Divergence Constraints", AIAA Journal, 56(8), 3307-3319; Conferences: Townsend S, Stanford B, Kambampati S, Kim HA (2018) "Aeroelastic Optimization of Wing Skin using a Level Set Method," AIAA Aviation, GA USA, June |
Start Year | 2017 |
Description | Brian Hoyle |
Organisation | University of Leeds |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Topology optimization |
Collaborator Contribution | Sensing, imaging and manufacturing |
Impact | Multidisciplinary, EPSRC platform grant application |
Start Year | 2015 |
Description | Brunel |
Organisation | Brunel University London |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Bistable composite energy harvesting manufacturing and modelling |
Collaborator Contribution | windtunnel experimental expertise and facility |
Impact | Further analysis is required to generate an output. |
Start Year | 2013 |
Description | Carol Featherstone ( Cardiff University) |
Organisation | Cardiff University |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Level set topology optimization and coupling physics. |
Collaborator Contribution | Mechanics, materials and advanced manufacturing. |
Impact | Journal Publications: Kim HA, Featherston CA, Ussel J, Williams PA (2008) "Introducing a discrete modelling technique for buckling of continuous panels under combined loading", Structural and Multidisciplinary Optimization, 36(1), 3-13; Picelli R, Townsend S, McCrory J, Grigg S, Featherston C, Kim HA (2018) "Strain Control via Level Set Topology Optimization: An Energy Harvesting Application," 13th World Congress on Computational Mechanics, NY USA, July; Townsend S, Grigg S, Picelli R, Featherston C, Kim HA (2019) "Topology Optimization of Vibrational Piezoelectric Energy Harvesters for Structural Health Monitoring Applications," Journal of Intelligent Materials and Structures, 30(18-19), 2894-2907; Chu, S., Townsend S., Featherston, C. & Kim, H.A. (2021) "Simultaneous layout and topology optimization for curved stiffened panels," AIAA J, accepted |
Start Year | 2018 |
Description | Carolyn Seepersad (UT Austin) |
Organisation | University of Texas at Austin |
Country | United States |
Sector | Academic/University |
PI Contribution | New optimization method for generating multiple concept designs |
Collaborator Contribution | Design and machine learning |
Impact | Collaborative project from DARPA awarded |
Start Year | 2020 |
Description | Colins Aerospace |
Organisation | Raytheon Technologies Corporation |
Department | Collins Aerospace |
Country | United States |
Sector | Private |
PI Contribution | Level set topology optimization and multiphysics. |
Collaborator Contribution | Optimization test cases and multiphysics design problems. |
Impact | Journal Publications Hyun, J., Barazanchy, D., Pandher, J., Mitrovic, M., van Tooren, M., Kim H.A. (2021) Optimization of an induction heating tool for thermoplastic composites, Composites Part A, submitted New customized design for composite manufacturing |
Start Year | 2019 |
Description | Honda Research Institute Europe |
Organisation | Honda Research Institute Europe GmbH |
Country | Germany |
Sector | Private |
PI Contribution | Modularized Level Set Topology Optimization and Automatic sensitivity computation |
Collaborator Contribution | Design specifications for eVTOL |
Impact | In-house software for Honda, publication |
Start Year | 2021 |
Description | JPL |
Organisation | National Aeronautics and Space Administration (NASA) |
Department | Jet Propulsion Laboratory |
Country | United States |
Sector | Public |
PI Contribution | Topology Optimization for thermal structures |
Collaborator Contribution | Thermal structure design specification |
Impact | Follow up funding Further investment in topoloy optimization |
Start Year | 2020 |
Description | JS Chen (UC San Diego) |
Organisation | University of California, San Diego (UCSD) |
Country | United States |
Sector | Academic/University |
PI Contribution | Level set topology optimization for design dependent pressure loads |
Collaborator Contribution | Expertise on meshfree reproducing kernel particle method |
Impact | Journal Publications: Neofytou, A., Picelli, R., Huang, T. H., Chen, J. S., & Kim, H. A. (2021) "Level set topology optimization for design-dependent pressure loads using the reproducing kernel particle method". Structural and Multidisciplinary Optimization; Conference Papers: Neofytou A, Picelli R, Chen JS, Kim HA (2019) "Stress-based level set topology optimization for design-dependent pressure loads using a meshfree approach," 13th World congress on Structural and Multidisciplinary Optimization, Beijing, China, May; Neofytou A, Picelli R, Chen JS, Kim HA (2019) "Level Set Topology Optimization for Design Dependent Pressure Loads: A Comparison Between FEM and RKPM," AIAA Aviation, Dallas TX USA, Jun; Neofytou A, Picelli R, Chen JS, Kim HA (2019). "Level set topology optimization for design dependent hydrostatic loading using the reproducing kernel particle method," In Proceedings of the ASME 2019 International Design Engineering Technical Conferences. LA, USA, Aug |
Start Year | 2018 |
Description | Jinhye Bae (UCSD) |
Organisation | University of California, San Diego (UCSD) |
Country | United States |
Sector | Academic/University |
PI Contribution | Level set topology optimization for new material and additive manufacturing |
Collaborator Contribution | New chemistry and additive manufacturing method |
Impact | Topologically optimized metamaterial is being printed in a new additive manufacturing method |
Start Year | 2020 |
Description | Justin Gray - Topology Optimization in OpenMDAO |
Organisation | National Aeronautics and Space Administration (NASA) |
Country | United States |
Sector | Public |
PI Contribution | My team is contributing our expertise in topology optimization to this collaboration. |
Collaborator Contribution | NASA Glenn is contributing their expertise in MDO on their OpenMDAO platform and the associated tools. |
Impact | Publication and presentation at AIAA SciTech conference, USA. |
Start Year | 2017 |
Description | Karen Willcox (Oden Institute) |
Organisation | University of Texas at Austin |
Department | Oden Institue |
Country | United States |
Sector | Academic/University |
PI Contribution | Topology optimization for additive manufacturing |
Collaborator Contribution | Physics informed surrogate learning models |
Impact | Collaborative project from NASA awarded |
Start Year | 2020 |
Description | Karen Willcox (Oden Institute) |
Organisation | University of Texas at Austin |
Department | Oden Institue |
Country | United States |
Sector | Academic/University |
PI Contribution | Topology optimization for additive manufacturing |
Collaborator Contribution | Physics informed surrogate learning models |
Impact | Collaborative project from NASA awarded |
Start Year | 2020 |
Description | Karen Willcox (UT Austin) |
Organisation | University of Texas at Austin |
Country | United States |
Sector | Academic/University |
PI Contribution | Topology optimization |
Collaborator Contribution | Reduced order modeling |
Impact | Proposal |
Start Year | 2019 |
Description | Ken Loh (UC San Diego) |
Organisation | University of California, San Diego (UCSD) |
Country | United States |
Sector | Academic/University |
PI Contribution | Level set topology optimization, multiscale and coupling physics. |
Collaborator Contribution | Expertise on designing, characterizing and implementing multifunctional material systems. |
Impact | Invited to give a keynote, Design with Topology Optimization, ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Snowbird Utah, 2017 Publication |
Start Year | 2018 |
Description | Ken Museth (Weta/SpaceX) |
Organisation | SpaceX |
Country | United States |
Sector | Private |
PI Contribution | Large scale level set topology optimization and coupling physics. |
Collaborator Contribution | Expertise on OpenVDB. |
Impact | Journal Publications: Kambampati, S., Jauregui, C., Museth, K., Kim, H. A. (2020) "Large-scale level set topology optimization for elasticity and heat conduction," Structural and Multidisciplinary Optimization, 61(1), 19-38; Kambampati S., Jauregui C., Museth K. and Kim H. A. (2020) "Geometry Design Using Function Representation on a Sparse Hierarchical Data Structure", Computer-Aided Design, 102989; Kambampati S, Jauregui C, Museth K, Kim HA (2018) "Fast Level Set Topology Optimization Using a Hierarchical Data Structure," AIAA Aviation, GA USA, June; Implemented in Additive Flow software (SME), being considered for software implementations in NASA, Boeing, PARC and AltAir Conferences: Kambampati S, Jauregui C, Museth K, Kim HA (2018) "Fast Level Set Topology Optimization Using a Hierarchical Data Structure," 13th World Congress on Computational Mechanics, NY USA, July |
Start Year | 2017 |
Description | LANL Porous materials |
Organisation | Los Alamos National Laboratory |
Country | United States |
Sector | Public |
PI Contribution | New theory and numerical method for modelling porous materials |
Collaborator Contribution | physical understanding and experimental expertise in nonlinear porous material behavioiur |
Impact | Kim HA, Guyer RA, Nonlinear Elasticity of Porous Materials, Wiley and Sons, in press. Multi-disciplinary: geophysics |
Start Year | 2009 |
Description | Litak |
Organisation | Lublin University of Technology |
Country | Poland |
Sector | Academic/University |
PI Contribution | Energy harvesting data and mechanics of bistable composites |
Collaborator Contribution | Vibration analysis of bistable composite data |
Impact | 4 co-authored journal papers |
Start Year | 2013 |
Description | MEET Caen |
Organisation | National Graduate School of Engineering & Research Centre (ENSICAEN) |
Country | France |
Sector | Academic/University |
PI Contribution | Bistable composites |
Collaborator Contribution | extrusion of polymer thin films of ~15mm width and long length for smart materials |
Impact | Multidisciplinary: smart materials |
Start Year | 2015 |
Description | MIT |
Organisation | Massachusetts Institute of Technology |
Country | United States |
Sector | Academic/University |
PI Contribution | Bistable composite mechanics and experimental experties |
Collaborator Contribution | Carbon nanotube functional material and synthesis |
Impact | 2 AIAA conference publications, further collaborative link with Ansys |
Start Year | 2012 |
Description | NPL |
Organisation | National Physical Laboratory |
Department | Time & Frequency Group |
Country | United Kingdom |
Sector | Public |
PI Contribution | expertise in bistable energy harvesting |
Collaborator Contribution | energy harvesting and experimental expertise |
Impact | One journal paper and one workshop presentation |
Start Year | 2013 |
Description | Nicholas Boechler (UCSD) |
Organisation | University of California, San Diego (UCSD) |
Country | United States |
Sector | Academic/University |
PI Contribution | Level set topology optimization for nonlinear metamaterial |
Collaborator Contribution | Nonlinear mechanics of metamaterial |
Impact | Journal Publications: Behrou, R., Abi Ghanem, M., Macnider, B., Verma, V., Alvey, A., Hong, J., Emery, A. F., Kim, H. A., & Boechler, N., (2021) "Topology optimization of nonlinear periodically microstructured materials for tailored homogenized constitutive properties", accepted |
Start Year | 2020 |
Description | Nick Boechler |
Organisation | University of California, San Diego (UCSD) |
Country | United States |
Sector | Academic/University |
PI Contribution | Topology optimization for nonlinear dynamic meta material |
Collaborator Contribution | Physical insight and manufacturing of nonlinear dynamic meta material |
Impact | Extramural funding and publications |
Start Year | 2018 |
Description | Oded Amir, Technion University |
Organisation | Technion - Israel Institute of Technology |
Country | Israel |
Sector | Academic/University |
PI Contribution | Level set topology optimization |
Collaborator Contribution | Nonlinear thermoelasticity |
Impact | Published works: Chung, H., Amir, O., Kim, H. A. (2020) "Level-set topology optimization considering nonlinear thermoelasticity," Computer Methods in Applied Mechanics and Engineering, 361, 112735; Chung H, Amir O, Kim HA (2019) "Nonlinear Thermoelastic Topology Optimization with Level-Set Method," AIAA SciTech, CA USA, Jan; Conferences Kambampati S, Li L, Amir O, Kim HA (2019) "Efficient Large-Scale Level Set Topology Optimization Using Reanalysis Concepts," 13th World congress on Structural and Multidisciplinary Optimization, Beijing, China, May; 121. |
Start Year | 2017 |
Description | Pete Theobald (Cardiff University) |
Organisation | Cardiff University |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Level set topology optimization |
Collaborator Contribution | Expertise on energy absorbing materials and additive manufacturing. |
Impact | Several designs have been manufactured, which validate the predicted behavior. |
Start Year | 2018 |
Description | Richard Malak (Texas A&M University) |
Organisation | Texas A&M University |
Country | United States |
Sector | Academic/University |
PI Contribution | Topology optimization with multiple material. |
Collaborator Contribution | Metal alloy phase stability behaviour. |
Impact | Student training. |
Start Year | 2019 |
Description | SHM |
Organisation | Cardiff University |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Optimisation of large scale discrete sensor network including energy harvesting |
Collaborator Contribution | damage detection (Cardiff) + energy harvesting and wireless data communication (Exeter) + prognosis (Bristol) |
Impact | Research funding to initiate this consortium |
Start Year | 2014 |
Description | SHM |
Organisation | University of Bristol |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Optimisation of large scale discrete sensor network including energy harvesting |
Collaborator Contribution | damage detection (Cardiff) + energy harvesting and wireless data communication (Exeter) + prognosis (Bristol) |
Impact | Research funding to initiate this consortium |
Start Year | 2014 |
Description | SHM |
Organisation | University of Exeter |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Optimisation of large scale discrete sensor network including energy harvesting |
Collaborator Contribution | damage detection (Cardiff) + energy harvesting and wireless data communication (Exeter) + prognosis (Bristol) |
Impact | Research funding to initiate this consortium |
Start Year | 2014 |
Description | Wenbin Yu - Multiscale using structural genome |
Organisation | Purdue University |
Country | United States |
Sector | Academic/University |
PI Contribution | Multiscale topology optimization |
Collaborator Contribution | Structural genome and multiscale modeling |
Impact | It is multidisciplinary bringing together optimization with multiscale mechanics and composites. A journal paper and a conference paper. Our journal paper was the most downloaded paper of CMAME in the last 90 days. |
Start Year | 2017 |
Description | Wing Kam Liu (Northwestern) |
Organisation | Northwestern University |
Country | United States |
Sector | Academic/University |
PI Contribution | New structural analysis method informed by deep learning for rapid design |
Collaborator Contribution | Computational mechanics |
Impact | Journal Publications: Saha, S., Gan, Z., Cheng, L., Gao, J., Kafka, O. L., Xie, X., Li, H., Tajdari, M., Kim. H. A. & Liu, W. K. (2021), "Hierarchical Deep Learning Neural Network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering". Computer Methods in Applied Mechanics and Engineering, 373, 113452 |
Start Year | 2020 |
Description | Youngyiel Precision |
Organisation | Youngyiel Precision |
Country | Korea, Republic of |
Sector | Private |
PI Contribution | Optimization |
Collaborator Contribution | Nanomaterials and processing |
Impact | Modelling used to design their nanomaterial processing. They developed a new numerical simulation model and consequently new composite material Insights to optimal shapes for nanoparticles |
Start Year | 2019 |
Description | Topology Optimization Roundtable |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Talk entitled "Multiscale Multiphysics Topology Optimization (M2DO)" for Topology Optimization Roundtable. The annual Topology Optimization Roundtable was initiated by Sandia National Laboratories in 2016 to bring together researchers and practicing engineers working in the area of topology optimization. Most significant outcome/impact: -Raising aware of our research to a wider community. -Education and dissemination |
Year(s) Of Engagement Activity | 2019 |
Description | CEER INTENSE Short Course |
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 | The Center for Extreme Events Research (CEER) at UCSD will offer Interdisciplinary Training and Networking in Engineering and Next Generation in Simulation and Experimentation (INTENSE) short course on "Topology optimization for additive manufacturing" Most significant outcome/impact: Education and dissemination |
Year(s) Of Engagement Activity | 2019 |
Description | Distinguished Seminar Series Talk at the University of Utah |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | Talk entitled "Multiscale Multiphysics Design Optimization (M2DO) via Level Set Topology Optimization" at the Department of Mechanical Engineering at the University of Utah Most significant outcome/Impact: - Raising aware of our research to a wider community. - Education and dissemination |
Year(s) Of Engagement Activity | 2019 |
Description | EH workshop |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Presentation stimulate questions and discussions seminar invitations at Cardiff and Southampton Universities, research collaboration |
Year(s) Of Engagement Activity | 2012,2013,2014 |
Description | Institute of materials workshop |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | presentation stimulated questions and discussions further contacts and network |
Year(s) Of Engagement Activity | 2012 |
Description | Invited presentation at Isaac Newton Institute Workshop on New trends and challenges in the mathematics of optimal design |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | Presentation on the state of the art topology optimization and their implications to mathematics community. Most significant outcome/impact: Research dissemination to a wider scientific community. |
Year(s) Of Engagement Activity | 2019 |
Description | Invited presentation in Mini-symposium on Topology Optimization at SIAM Conference on Computational Science and Engineering |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | Presentation on the state of the art topology optimization and their implications to mathematics community. Most significant outcome/impact: Research dissemination to a wider scientific community. |
Year(s) Of Engagement Activity | 2019 |
Description | Keynote at tire expo |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | talk raised awareness and discussions further contacts in new fields |
Year(s) Of Engagement Activity | 2014 |
Description | Keynote, Design with Topology Optimization, ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | Presentation on the state of the art topology optimization and their implications to design of smart and adaptive material and structural design. Most significant outcome/impact: Research dissemination to a wider scientific community. |
Year(s) Of Engagement Activity | 2017 |
Description | Lindbergh Lecture Series Talk at the UW-Madison |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | Lindbergh Lecture Series Talk entitled "Topology Optimization for Additive Manufacturing: Multiscale and Multiphysics Design Optimization (M2DO)" at the Department of Mechanical Engineering at UW-madison. Most significant outcome/impact: -Raising aware of our research to a wider community. -Education and dissemination |
Year(s) Of Engagement Activity | 2019 |
Description | MEM Winter Seminar Series at the Drexel University |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Other audiences |
Results and Impact | Seminar talk entitled "Multiscale Multiphysics Topology Optimization (M2DO)" for MEM Winter Seminar Series in the Department of Mechanical Engineering and Mechanics at the Drexel University. Most significant outcome/impact: -Raising aware of our research to a wider community -Education and dissemination |
Year(s) Of Engagement Activity | 2019 |
Description | Meterials expo |
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 | Dialogue with the expert panel for the Engineering and Physical Sciences Research Council and the Technology Strategy Board Discussions with many professionals and academics on the resesarch topic and future needs Report on the current materials research state of the art and future for EPSRC and TSB Future research links and sharing of information |
Year(s) Of Engagement Activity | 2014 |
Description | National Academy of Illustrating Math Webinar: Revolutionizing Manufacturing Through Mathematics |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The purpose is to promote mathematics by demonstrating its application in enabling the state of the art engineering, the audience included professionals and engineers as well as school teachers and educators. Most significant outcome/impact: -Outreach to a wide range of audience |
Year(s) Of Engagement Activity | 2020 |
Description | REACT and UC Southern hub 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 | The University of California San Diego and Los Alamos National Laboratory are organizing a joint-workshop on computational mechanics and sciences. This is an inclusive workshop with the aim to promote diversity Most significant outcome/impact: -Raising profile of women researchers in computational mechanics and networking enabling multidisciplinary collaboration |
Year(s) Of Engagement Activity | 2021 |
Description | Seminar and short course for Boeing |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The intended purpose was to present the latest results in multiscale topology optimziaton, sparked discussions on potential in discovering new nonlinear metamaterial, led to collaboration in utilizing my topology optimization method in their research Most significant outcome/impact: -New research collaboration, Boring research and development team implementing our level set topology optimization in their in-house tools, new research proposal awarded to integrate level set topology optimization with IGA |
Year(s) Of Engagement Activity | 2020 |
Description | Seminar at Los Alamos National Laboratory |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The intended purpose was to present the latest results in multiscale topology optimiziaton, sparked discussions on potential in discovering new nonlinear metamaterial, led to collaboration in utilizing my topology optimization method in their research Most significant outcome/impact: -New research collaboration, LANL researchers using our level set topology optimization, new research proposal |
Year(s) Of Engagement Activity | 2020 |
Description | Seminar at Write-Patterson Air Force Research Laboratory |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The intended purpose was to present the latest results in multiscale topology optimziaton, sparked discussions on potential in discovering new nonlinear metamaterial, led to collaboration in utilizing my topology optimization method in their research Most significant outcome/impact: -New research collaboration, new research proposal |
Year(s) Of Engagement Activity | 2020 |
Description | Seminars at Australian Defense Science and Technology and Boeing Australia |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | Seminars entitled "Multiscale and Multiphysics Topology Optimization for Aerospace Engineering" at Australian Defense Science and Technology and Boeing Australia in Melbourne Most significant outcome/impact: -Dissemination of state of the art topology optimization capabilitiies. -Education and dissemination |
Year(s) Of Engagement Activity | 2019 |
Description | Seminars at universities |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Postgraduate students |
Results and Impact | good discussions after the seminar, familirisation of each other's current and future research activities invitation to keynote lecture at a workshop on energy harvesting, research collaboration leading to further funding |
Year(s) Of Engagement Activity | 2014 |
Description | Short Course, Scitech: Additive Manufacturing: Structural and Material Optimization, 2019 |
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 | Training for professionals and practitioners on the basics as well as the state of the art in topology optimization and additive manufacturing; Training in our open source software for wider dissemination of the research outcome. Topology optimization is better understood and used more correctly in practice |
Year(s) Of Engagement Activity | 2019 |
Description | Short Course, Scitech: Additive Manufacturing: Structural and Material Optimization, 2020 |
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 | Around 15 people attended this short course held during the AIAA SciTech conference which is usually attended by 5000 participants internationally, the intended purpose is to educate and disseminate topology optimization in the context of additive manufatcuring, sparked questions and discussions on the state of the art and the application Most significant outcome: Education and dissemination to engineering professionals and researchers |
Year(s) Of Engagement Activity | 2019,2020 |
Description | UCSD Structural Engineering Research Showcase |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The Department of Structural Engineering (SE) Research Showcase Day was successfully held on February 15, 2019, in the Ida & Cecil Green Faculty Club, Atkinson Pavilion at UC San Diego. The M2DO lab has presented on three topics in this event: -Large scale level set topology optimization using OpenVDB and PETSc. -Optimization of thermal structures: linear and nonlinear -Design of the optimum structures with tailored material for additive manufacturing Most significant outcome: -A wider community of engineers and professionals became more aware of the new research state of the art. -Education and dissemination to engineering professionals and researchers |
Year(s) Of Engagement Activity | 2019 |
Description | US EH mission |
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 invited keynote raised awareness of our research internationally, discussion on our capabilities further contacts and network, collaborative links, led to the report on Energy Harvesting Special Interest Group Mission USA Report for policy makes and steering groups. |
Year(s) Of Engagement Activity | 2013 |