Process Simulation For Reduced-defect Composites

by Siyuan Chen, Stephen Hallett and Jonathan Belnoue.

 

As the demand for carbon fibre-reinforced composites structures is rapidly growing, the industrial community continues to seek new manufacturing technologies that are low-defect, low-cost, highly efficient and environmental-friendly. Liquid molding is regarded as a cheaper alternative to the traditional prepreg/autoclave approach, however, the latter is often the favoured manufacturing route in the aerospace sector (where safety is paramount) as it allows for the production of better quality parts. One of the many challenges with infusion is the high deformability of the dry fibrous precursor materials that exposes the final structure to risks of defects and part to part variability. If the material and process (including their variabilities) are not controlled to a sufficient level, meeting design tolerances can prove challenging. These risks are traditionally mitigated through “over design” but this reduces a lot of the lightweighting advantages of using composites. 

At BCI, we explore the possibility of achieving reduced-defect forming processes in 3 different ways. Firstly, design tools accounting for manufacturing constraint that are faster than current methods available commercially are being developed [1, 2]. These tools can be used to run moderate numbers (i.e., up to a 100) of simulations and allow to explore the impact of different combination of process control parameters on final part quality. This provide the possibility of optimising the forming process. The robustness of the optimisation is then improved by building Gaussian process (GP) emulator using the dataset produced using our fast simulation tools [3]. These GP emulators can achieve a good accuracy (error < 10%) and model the impact of several input parameters by running only tens of simulations. By introducing dimension reduction and active learning algorithms, the emulators can be expended to much more complex processes with over 10 input parameters [4]. After being trained, the emulators can also provide immediate predictions for final part quality. This open the door for digital twinning where in-process sensing and real-time simulation are combined. Thus, although forming processes can be optimised using deterministic FE simulations, real-world cases are affected by lots of factors such as material and process variability. Some of these variabilities are difficult to avoid but can be measured. Quantifying them (e.g., fibre direction misalignment, tow waviness, etc), a feedback loop whereby real-time simulations are informed by live data of the process and used to adapt the manufacturing condition to improve the final part quality can be set. A forming test cell instrumented with a stereo imaging system is currently being built in our labs. This will be used to construct a prototype digital twin for forming process. 

To summarise, in our vision right first-time design and manufacture of composites can be achieved through a combination of (physics-based) digital design accounting for manufacturing constraints, fast process optimisation using data generated from process models and self-adapting manufacturing hardware controlled through emulators build from process models. 

 

 

[1] Composites: Made Faster – Rapid, physics-based simulation tools for composite manufacture (ukri.org) 

[2] JPH Belnoue, SR Hallett A rapid multi-scale design tool for the prediction of wrinkle defect formation in composite components, Materials & Design, 2020. 

[3] S. Chen, A.J. Thompson, T.J. Dodwell, S.R. Hallett, J.P.-H. Belnoue, Fast optimisation of the formability of dry fabric preforms: A Bayesian approach, Materials & Design, 230:111986, 2023. 

[4] S. Chen, A.J. Thompson, T. J. Dodwell, S.R. Hallett, J. P.-H. Belnoue. A Bayesian surrogate framework for the optimisation of high-dimensional composites forming process. In 5th International Conference on Uncertainty Quantification in Computational Science and Engineering, 2023. 

Moving cheese: energetically efficient shape shifting via embedded actuation

Compliant materials and slender structures are susceptible to a variety of different instabilities under external stimulus or loading. Traditionally, these instabilities are avoided and classified as failure modes. In recent years, researchers at the BCI have instead attempted to use complex nonlinear behaviour for novel functionality. Simply put, if nonlinearities are understood, then they can be exploited to create well-behaved nonlinear structures. In a recent publication in Physical Review B [1], we employed ‘active modal nudging’ as a novel actuation mechanism for soft robots. In essence, we programmed a soft metamaterial to shape-shift in a rapid and energetically efficient manner by employing embedded actuation to switch between different stable post-buckled modes. 

Our work focused on a latticed metamaterial consisting of an elastomeric matrix with a 3 by 3 square array of circular holes, as shown in Figure 1. We discovered that this metamaterial has three stable post-buckling modes under pure compression, i.e. two sheared modes (sheared left and sheared right) and one symmetric polarised mode. The metamaterial was programmed to favour one of the sheared modes under axial compression via modal nudging [2]. An actuator was then embedded within the central hole to trigger a mode switch between the favoured sheared mode and the polarised mode. We demonstrated that this combination of active and passive nudging is more energetically efficient and requires smaller actuation force than the more widely used global actuation method, as shown in Figure 1(a). By toggling the metamaterial between the sheared and polarised state, we were able to make the metamaterial crawl. The effective locomotion could be employed in soft robotics systems (Figure 2). 

While in this study, we consider a specific type of soft metamaterial and a specific application, the design paradigm introduced can be extended to other scenarios where energetically efficient shape shifting may be beneficial, such as lightweight adaptive wing structures or adaptive façade and ventilation systems for net-zero buildings. 

Figure 1 The actuation force–displacement curve of the lattice metamaterial to achieve a us/L = 0.20 shear displacement amplitude, using: (a) increasing compression from the pre-buckling state; and (b) active nudging from the symmetric deformation mode. 

 

 

Figure 2 (a) A typical actuation cycle for the robot. Yellow and red lines are the reference line indicating the initial and final positions of the right and left edges. The yellow arrows represent the motion of the fixture within the step. (b) The location of the crawling robot in the initial state, after four and eight iterations. A movie of the movement of the demo robot can be found in https://journals.aps.org/prb/supplemental/10.1103/PhysRevB.107.214103/DemoCrawlingRobot.mp4 

 

 

References: 

[1] Shen, J., Garrad, M., Zhang, Q., Leao, O., Pirrera, A., & R. M. J. (2023). Active reconfiguration of multistable metamaterials for linear locomotion. Physical Review B, 107(21), 214103. 

[2] Cox, B. S., Groh, R. M. J., Avitabile, D., & Pirrera, A. (2018). Modal nudging in nonlinear elasticity: tailoring the elastic post-buckling behaviour of engineering structures. Journal of the Mechanics and Physics of Solids, 116, 135-149. 

BCI’s contribution to NCC’s Technology Pull-Through (TPT) programme, 2023-24

The Bristol Composites Institute (BCI) was involved in both of the projects funded by the NCC in their 2023/24 Technology Pull-Through (TPT) programme, directly aligned with the NCC’s composites strategy. The TPT programme stimulates the transition of suitably mature technologies to industry and is aimed at technologies and methods that are ready to advance from a laboratory environment, typically at Technology Readiness Level (TRL) 3 to 4. One is based on Healable Interfaces, to demonstrate the viability of vitrimer composites for use in repair and end-of-life disassembly, whilst the other is focussed on the standardisation of cryogenic H2 permeability testing in composites, through the development of a test rig to provide testing guidance and data on variance in measurements in this type of testing of composite materials. The Healable Interface work is being conducted by Joe Soltan, working with NCC colleagues, Janice Barton, Dmitry Ivanov and James Kratz, and the Cryogenic Permeability Testing is being conducted by Lui Terry, with NCC colleagues and Valeska Ting. 

Healable Interfaces 

The major challenge in composite repair is that it is costly, a specialist activity, limited by geometry and largely requires cutting of reinforcing fibres, resulting in structural discontinuities. Additionally, in-field repair is typically only possible on a small number of small damage events, and current composite solutions do not offer a viable circular economy approach. The project aims to demonstrate the viability of vitrimer composites for use in repair and end-of-life disassembly. The potential benefits are: 

  • to enable in-field repair, and therefore the extension of service life and the sustainability of composite solutions 
  • to offer the possibility of disassembly through a simple breakdown method at end-of-life, enabling a better circular future for composites 
  • to de-risk composite processing through modular infusion methods 

The project focus is on skin and stiffener interfaces within wind turbine blade structures, although this technology would be relevant to a whole host of other composite applications. Work to date has included a down-selection candidate vitrimer systems, laboratory trials encompassing processability, thermal characterisation and initial mechanical testing to identify an ideal healable interface vitrimer. Future work will develop recommended manufacturing processes and cycles for healable interfaces, and prove the technology for skin/stiffener wind turbine blade structures. Sustainability impacts will provide the projected trade-off point between additional embodied energy and service life extension. At completion, it is envisaged that the application of emerging vitrimer materials in a circular composites industry will have been demonstrated. For further information, please contact Joe Soltan (joe.soltan@bristol.ac.uk) 

Cryogenic Permeability Testing 

The decarbonisation of the aviation industry is contingent on composite materials for cryogenic LH₂ storage. A key issue holding back the technology is that hydrogen permeability through composite materials at cryogenic temperatures is relatively unknown as a result of the scarcity of testing facilities able to reach the cryogenic temperatures (20 K) and a high degree of variability between existing datasets. The barrier is therefore due to a gap in the measurement infrastructure, and a lack of validated measurement standards or guidance on testing cryogenic H₂ permeability in composite materials. This project aims to develop a cryogenic H2 permeability test rig and to provide guidance for cryogenic H₂ permeability testing of composite materials, to help quantify the variance in measurement data that can be expected. The anticipated benefits are: 

  • a reliable and validated cryogenic H₂ permeability method for composite materials 
  • an experimental rig that can be extended in the future to examine interface design between composite and metallic materials 

To date, a cryogenic hydrogen permeation rig (CHyPr) has been designed and built at BCI. The first generation of CHyPr will measure permeability in any solid material between 0 to 80 bar, and from 77 to 293 K. The design and materials selection process for CHyPr however, has accounted for the expansion of the rig to encompass 20-475 K and 0-200 bar in future generations. A reusable permeation cell has been designed and manufactured, capable of measuring both through and lateral permeation of cryogenic hydrogen and now has passed the relevant pressurised equipment safety certification for use. Currently, CHyPr is undergoing calibration and validation of its seals before initial sample testing can begin. This project also involves two other partners, the National Physical Laboratory (NPL) and the University of Southampton, to complete a round-robin benchmarking study of cryogenic hydrogen permeation testing. This aims to determine the current data variance levels between test houses and to isolate the determinant factors in methodology that cause that variance. It is intended to develop guidance in this nascent field on how to better control these variables to ultimately contribute towards a standardised method for cryogenic permeability testing in composite materials. For further information on CHyPr, please contact Dr Lui Terry (lt7006@bristol.ac.uk)

2023 BCI & NCC Annual Conference

The Bristol Composites Institute (BCI) and National Composites Centre (NNC) recently hosted their joint annual conference at Wills Hall Conference Centre in Bristol. If you missed out this year, then a recording of the BCI & NCC introductions, Technical Presentations and the Keynote Lecture are available to view on the BCI Youtube Channel.

Matt Scott from National Composites Centre presenting in front of a screen

The focus of the event was on future applications of composite materials, through industry focussed innovation. We were at capacity with nearly 200 attendees, for an array of technical presentations and thought-provoking discussions. There were presentations from BCI and NCC on Sustainable and Natural Materials, CMC’s for High Temperature Applications and Future Structures – how composites can be redesigned to unlock function and performance.

This was followed by an insightful keynote lecture from Alison Green at Vertical Aerospace titled “How composites will help disrupt the future of air travel”.

A seated audience watching a presentation

We finished the day with a panel session which focused on 4 key areas:

  • Challenges for new sustainable materials
  • How to create a level playing field for LCA of materials?
  • UK competitiveness in new materials
  • Reduction of product development costs

 

 

The panel session was chaired by Mike Hinton of the High Value Manufacturing Catapult, with an expert panel sharing their knowledge; Faye Smith (Avalon Consultancy Services), Jon Meegan (Solvay), Fabrizio Scarpa (BCI), Marcus Walls-Bruck (NCC), Lourens Blok (Lineat), Jonathan Fuller (NCC) and Alison Green (Vertical Aerospace).

A seated panel session facing an audience

Success for BCI at ICCM23

The Bristol Composites Institute recently attended the 2023 International Conference on Composites Materials (ICCM23) which took place from 31 July – 4 August in Belfast. As a principal partner of the event, alongside the National Composites Centre (NCC), the BCI had a significant role in the conference and across 5 days delivered over 50 research presentations, chaired workshops and hosted a variety of special sessions through our NextCOMP and CerTest projects.

Welcome slide in main auditorium of the ICC

The NextCOMP sessions saw 29 speakers in 3 packed days of talks on “Understanding and improving longitudinal compression strength” and CerTest hosted a successful workshop and panel session on “Modernising Routes to Compliance with Composite Regulations: A Journey towards Virtual Testing and Digital Twinning” in collaboration with the NCC and the University of Bath.

Group NextCOMP photo

Prof. Janice Barton also took part as a panellist for the “Women in Composites Leadership Forum” which looked at the challenges, choices and collaborations that were important in their careers and in developing their pathways to success. The panel were asked several questions from the audience that included attracting more females to engineering, the spectre of positive discrimination, and the possibility to apply learnings to support other groups in the community, such as ethnic minorities. The forum was well attended with diverse audience of about 80 people. There were some lively discussions with positive directions for future activities identified. A view of the stage for the Women in Composites forum

The conference, which welcomed researchers and industry professionals from around the world, provided a comprehensive platform for showcasing composites research, ranging from advanced materials and manufacturing techniques to structural integrity across a multitude of industries. The conference featured a vast line-up of keynote speakers and presenters (many of those coming from the BCI) who shared their expertise and insights on the latest breakthroughs in composites science and technology. In addition, ICCM23 also facilitated a range of networking opportunities with poster sessions, workshops, and informal discussions which encouraged ideas to be shared and new connections to be formed.

BCI research poster

This was also an opportunity for us in the BCI to promote our working partnership with the NCC and showcase the high level of research that comes out of having such strong academic and industry links. It was the first time we had shared an exhibitor space and we would like to thank everyone for their positive feedback and interest in  our joint collaborations. BCI and NCC exhibitor stand

Thank you to everyone who spoke to us and asked questions about our research, and of course to our brilliant team of researchers who did a tremendous job of presenting to such a large, international audience.

We look forward to the next ICCM event!

Group BCI photo

ICCM23 banners hanging outside the conference centre.

Crushing composites: NextCOMP and BCI Fun at Festival of Nature

On a mostly sunny Saturday 17th and Sunday 18th June an excited and enthusiastic team including several UG and Composites Cosem CDT students, numerous researchers, two Professors and a Project Manager delivered a hugely popular composites-focused interactive stand at the BNHC organised Festival of Nature “Wild Weekend”.

Two adults and a child looking at displays in a marquee tent

An incredibly busy Millennium Square, checkered with multiple marquees, became the hub of many fascinating nature-related discoveries. Large numbers of people attended the two-day event, from all walks of life to engage with the different activities.

The NextCOMP “Woodpeckers and Wind Turbines: How nature inspires novel materials” stand attracted a lot of attention, with visitors keen to uncover facts about and vote for their favourite “Composite Creatures” (Spoiler: it was the armadillo).  Visitors enjoyed interacting with artefacts such as bamboo, shells, and natural fibres as well as some manmade carbon fibres and plies.  A timeline of composites through the ages introduced visitors to the many ways humans have been harnessing the power of composites since their inception to their multiple uses in society today.

People in a marquee tent

The “NextCOMP Crusher” was in constant use, with visitors all vying to create the strongest composite they could make from a jelly beam and using just two strands of pasta for reinforcement.  Once constructed, attendees of all ages tested their jelly/pasta composite by applying weights until failure.  This year’s Festival of Nature saw the record broken, with a massive 1kg being achieved!

Supported by our fantastic University of Bristol Public Engagement colleagues, it was a brilliant opportunity to meet and converse with curious and engaged local people.

People looking at a display in a marquee tent

NextCOMP’s Prof Richard Trask said “What an amazing positive outreach event to engage with all ages. The Festival of Nature brings wonderful conversations around the benefits of fibre reinforced composites for society now and what we need to do for a more sustainable future. Who can resist the composite crusher – a simple test, and yet both the ‘established’ and ‘budding’ engineers and scientists are all vying to do the impossible… create a structural composite from jelly and spaghetti! Cracking fun.”

Team members involved were: Cameron Woodgate, Lucas Lu, Joe Rifai, Bohao Zhang, Ian Lee, Laura Pickard, Aree Tongloet, Xun Wu, Jo Gildersleve, Ian Hamerton and Richard Trask.

NextCOMP is an EPSRC funded Programme Grant UKRI EPSRC EP/T011653/1 and for more details of the Programme and the other activities the team get involved in see the NextCOMP website

NextCOMP team photos

CDT Outreach Day 2023

The ACCIS/CoSEM CDT hosted a STEM Outreach Day for a group of 50 Sixth-Form pupils from Katharine Lady Berkeley’s School on Thursday, 18th May. Led entirely by the current CDT students, there were four activities that ran throughout the day in rotation. To start the day, there was an introduction to the University and Composite Engineering given from Professor Ian Hamerton in the Small Lecture Theatre. This was then followed by a mini-lecture presented by CDT18 student, Rafael Heeb, on an Introduction to Aeronautics. Then, CDT20 student, Meiran Abdo shared about his current research project in recycling wind blade waste material.

Two people working on an experiment

The group then went down to the General Engineering Lab for a variety of hands-on and engaging activities. One activity, created by Dr. Ben Woods, was the creation of an aeroplane wing. This required students in small groups to make important decisions to craft a wing that took into consideration aerodynamics and the lift/drag ratio.

The ‘winning’ designs were celebrated after each wing was tested for performance. The pupils also utilised the NextCOMP Crushers, generously supported by the NextCOMP team. Using jelly and dried pasta, the pupils were tasked with creating a sample that could withstand the most weight. Pupils using equipment in a labThe pupils also used the pillar drills and laser cutter to create keychains that they could take home with them. Each pupil was also given the opportunity to spend time on the flight simulator, which was widely praised by the pupils.

As it was a beautiful day outside, the pupils enjoyed lunch at Royal Fort Gardens, before continuing the rotations in the Lab. It was a great day, with unanimously positive feedback from pupils and staff on the overall satisfaction of the day and the engagement of the CDT students.

Pupils being shown how to do an experiment in a lab

Additional gratitude for the support to help run this day from Willow Gibson, Jo Gildersleve, Sophie Spence, Josh Hoole, Active Outreach, and the CDT Directors and Staff.

Composites Manufacturing Simulation Takes A Leap Forward

A speaker presenting at the conference

To mark the closure of the EPSRC funded SIMPROCS Platform grant at the Bristol Composites Institute, a dissemination event was held at the NCC on 20 April.

This was well attended by over 50 delegates who came to hear about the state-of-the-art composites manufacturing simulations that had been developed throughout the project.‌

People watching a presentation

 

 

‌A series of talks highlighted successful outcomes, such as over 20 published papers, international collaborations, new software developed and industrial deployment of new process modelling tools.
The event ended with a networking lunch and a display of posters about the research.

Professor Stephen Hallett presenting at the Simprocs event

Prof. Stephen Hallett, the grant’s principal investigator, said “I am very proud of what we have achieved in this programme. It has‌ been a game changer in our ability to simulate composites manufacturing processes. The world‌-‌class team‌ of researchers have been amazing to work with and have delivered fantastic new capability.”

A powerpoint slide from one of the presentations being shown on a screen

 

The slides from the day’s talks can be downloaded at the following links:

Introduction, grant overview, major successes – Stephen Hallett

Pre-preg and AFP process modelling – Jonathan Belnoue

Process Modelling of Textile Composites – Adam Thompson

Industrial use case – from CAD to defect free part – Yi Wang

Early stage new technology – Machine Learning – Anatoly Koptelov

And the posters can be downloaded here:

SIMPROCS – posters

 

 

Developing high-value lignin and cellulosic materials from animal dung

Fabrizio Scarpa and Adam Willis Perriman

 

A recent review work carried out at the BCI in collaboration with the Scotland’s Rural University College and the University of Edinburgh has identified several routes to obtain crude biobased materials, composites, and purified derivatives from manure. The paper is open access and can be found here: https://www.sciencedirect.com/science/article/pii/S014181302300404X?via%3Dihub

Manure can be considered as an unlikely source of biomass. It is rich in lignocellulose components like cellulose, hemicellulose, and lignin. Renewable biomasses provide a global yield of 200 billion metric tons per year of lignocellulose, yet the separation of the biobased components requires a combination of energy-intensive physical and chemical processes.
Herbivores (and ruminants, in particular) have however highly developed digestive organs able to break down the lignocellulose. Lignin reinforcements obtained from cattle dung have shown a very promising performance in terms of matrix adhesion to phenolic resins. The digestion process of ruminants like cows contributes to an enhanced surface structure of the biobased fibres, which favours bonding with different matrices.

A similar enhancement of bonding between phenolics and reinforcement obtained from elephant dung is not however present. Elephants are monogastric and lack the foregut fermentation that cows provide. The diversity of the bio chemo-physical origins of animal manure therefore constitutes a challenge to manufacture composite materials with unique production processes. Nevertheless, composites made from animal manure components are mixable with a wide variety of thermosets and thermoplastics, making them appealing for secondary load-bearing applications across the industries.

Quite significantly, manure could be used to extract nanocellulose, which it has a huge potential for use in a wide variety of applications, from structural to antibacterial agents, fuel cells, and biomedical applications. Current production methods of nanocellulose are energy intensive, while the use of enzymes in biomass has been hailed as a low-cost methodology for production. Animal ruminants and in particular cattle can provide an alternative way to produce at larger scales nanocellulose and other lignocellulose-based components, because we can make use of the existing large-scale supply chain in the agricultural and livestock business existing in the UK and beyond. Never has the old saying: “Where there’s muck, there’s brass” sounded truer.”

Smart tooling for Energy Efficient Composite Manufacturing

Radhakrishnan, A., Maes, V.K., and Kratz, J.

Conventional oven-based curing of thermoset composites is an energy-intensive process. This arises from the inefficient heating of a large volume of air combined with tooling that is typically 10-40 times heavier than the composite part manufactured on the tool. This large thermal mass potentially leads to a larger cure gradient, i.e., spatial change in temperature within the composite parts, and manifests as distortion or residual stresses both causing part failure, higher scrappage, and increase cost. Cure gradients can further be made worse by the exothermic reaction causing thick regions to become local hot spots as the part cures. To avoid cure gradients, manufacturers generally apply slow heating rates to allow heating to even out and reduce exothermic peaks. These slow heating rates in turn increase cycle times and energy consumption. Thus, the manufacturer is caught between the two competing priorities of quality and production rate. To push production rates while maintaining part quality, smart tooling solutions are required.

Researchers at the Bristol Composites Institute (BCI) typical features such as corners and ramps to evaluate two innovative approaches improving part quality while reducing cycle times and energy consumption: 1) direct zonally heated tools and 2) additively manufactured (AM) metal tools (Figure 2).

Graphic illustration showing test results

 

 

 

 

 

 

 

 

Figure 1. Benefits of out-of-autoclave curing of a complex part using zonally heated tooling with direct heating compared to using an oven.

 

Graphic showing the benefits of using AM Tool instead of a solid tool for curing complex part

 

 

 

 

Figure 2. Benefits of using AM Tool instead of a solid tool for curing complex part

Heated tooling introduces heat directly to the tool surfaces or volume through heated fluid circulation or heating elements. While this process reduces energy consumption by 45% compared to traditional oven or autoclaves curing process, as illustrated in Figure 1, the cost of heated tooling can be high. However, the true potential lies beyond energy efficiency, but rather in the ability to tailor the temperature profile applied to different regions. By introducing zonal heating, 17% faster cure cycles can be achieved while reliably ensuring high quality by reaching moulding temperatures quicker and more spatially uniform by the cure profile at the thick and thin regions (Figure 1). This allows for greater throughput, which ultimately results in cost savings and increased production capacity using a smaller factory footprint. Therefore, while the initial investment may be higher, the long-term benefits of zonally heated tooling make it a promising option for industrial applications.

In the feasibility study funded by the University of Bristol EPSRC Impact Acceleration Award, we explored the application of cure-kinetic coupled numerical simulations to design cure cycles for single and dual-zone heated tooling. The numerical predictions of the thermal profile were successfully validated experimentally using embedded thermocouples in the manufacturing of complex parts. The independent zonal thermal control approach reduced the spatial gradients in temperature and degree of cure without worsening the exotherm. Further developments are underway in applying machine learning, in-situ sensors, and advanced thermal management for adaptive cure control to manage heating as well as cooling to reduce overall cycle time and energy.

Additive manufacturing is one such enabling route that was explored in our feasibility study with the University of Bath funded by CIMComp Future Composite Manufacturing Research Hub. The use of AM removes design restrictions placed on monolithic tooling manufactured via subtractive processes like machining and milling. In the study, we explored lattice-based metal tooling manufactured via powder bed fusion for efficient composite curing. Lattice structures have repeating unit cells, and selecting the appropriate unit cell can improve thermal and structural properties like heat transfer and stiffness. Our work investigated a series of flat tools with a range of parameters including lattice geometry, density, and face sheet thickness to assess AM capabilities in meeting tooling requirements such as dimensional tolerances, stiffness and heating rate and found gyroid lattices performed exceptionally well. This lattice architecture was then translated to produce a tool for manufacturing a complex geometry

Direct zonal heated tooling reduced cycle time by 17% and energy by 45% while improving part quality with a reduced cure gradient. Combining this approach with AM tooling resulted in an additional 20% reduction in cure cycle time and a 45% reduction in energy use. Compared to conventional solid tooling using oven curing, the direct heating and AM design saved around 35% in cure cycle time and 70% in energy use. Future work on these innovative tooling concepts can have a considerable impact, particularly in designing cost-effective and energy-efficient tooling for manufacturing high-quality composite parts.

For further reference:

Zonally Heated Tooling for Moulding Complex and Highly Tapered Composite Parts|Frontiers|2023

A Feasibility Study of Additively Manufactured Composite Tooling| IAM2022 Proceedings| 2023