Origami-enabled Super Compaction of Membranes

Lead Research Organisation: University of Nottingham
Department Name: Faculty of Engineering

Abstract

Sustainable membrane-based technologies can cut the energy, operational and capital costs up to 50% for energy intensive processes such as CO2 capture from air or biomethane. These processes account for 10-15% of the world's energy consumption and more energy efficient methods could save $4 billion in energy costs annually. According to International Energy Agency, annual electricity production from ~900 biogas plants in the UK is expected to reach 26.3 TWh.year-1 by 2020. That translates as significant amount of biogas to be purified because biogas contains ~15-50% CO2 and membrane-based separation, if applied, can totally be transformative.

Membranes are perm-selective films, which separate molecules depending on their size, shape or surface properties without requiring any phase change. Therefore, separation costs are reduced significantly when compared to conventional technologies e.g., distillation. The performance of a membrane is defined by permeance-i.e., the amount of molecules pass through a membrane and selectivity-i.e., the amount of the desired molecules separated from the rest. Currently, polymer membranes are dominating the global membrane market (~$39.2 billion by 2019) due to their ease of processability and mechanical flexibility. However, polymer membranes have low separation efficiency due to their intrinsic structure and low chemical stability.

Amongst advanced materials, zeolite imidazole framework (ZIF) membranes have shown unprecedented capabilities towards separating challenging mixtures These are formed by metal cations (e.g., zinc), bridged by organic imizadole-based linkers (e.g., 2-methyl imidazole) that can act as excellent molecular sieves.

Manufacturing commercial membranes are challenging due to current solvent-based thermal fabrication methods. Therefore, innovative techniques are required.

In this proposal, we aim to address "upscaling challenges of membrane manufacturing" by applying origami-enabled super compaction. We will utilise ZIF materials to enable wide-spread application of sustainable membrane-based separation technologies for sustainable future.

The origami-enabled super compaction, combined with electro-chemical atomic layer deposition, will be transformative in the upscaling of manufacturing 21st Century; multi-functional ZIF membranes. These next generation membranes with hundreds of square meter surface area will also completely transform the chemical separation processes that we know today. These processes will be more sustainable as a result of reduced energy requirement and emissions. This will also transform the environment and our well-being in long-term. These foldable membranes have the potential to revolutionalise membrane materials since they can be as compact as possible by increasing surface area/test unit efficiencies by an order of magnitude. We believe the manufacturing method proposed can be translated to other ZIF types and advanced materials such as zeolites or carbon nanotubes.

Planned Impact

In the proposed study, we aim to address "upscaling challenges of membrane manufacturing" by applying origami-enabled super compaction. We will utilise ZIF materials to enable wide-spread application of sustainable membrane-based separation technologies for sustainable future.

We will contribute to increase public and children awareness on clean and sustainable separation technologies and of the limitations around materials, technologies and economy. In addition, school children may have a better understanding of STEM subjects and develop curiosity towards Science and Engineer subjects. In the long-term, reducing CO2 emissions, improving environment and thus sustainable development will affect well-being and welfare of the society.

Companies, which needs separation technologies in various processing step (e.g., food or pharmaceutical) can reduce their operational and material cost including energy consumption via switching membrane-based separation technologies. Our proposal can also transform how chemical industries (e.g., oil and gas companies) work and benefit from switching low energy consumption and sustainable processes. We will also enhance the research capacity, knowledge and skills of companies in the UK especially the ones, which manufacturing of precision machines, membrane materials and modules.

We will also explore the commercialisation and exploitation of the super-compacted ZIF-membranes leading to new prototypes and membrane designs, which will contribute our research capacity and knowledge skills.

Publications

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Houston P (2022) Gibbs phenomena for L q -best approximation in finite element spaces in ESAIM: Mathematical Modelling and Numerical Analysis

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Houston P (2022) Linearization of the Travel Time Functional in Porous Media Flows in SIAM Journal on Scientific Computing

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Ten Eikelder M (2023) A unified framework for Navier-Stokes Cahn-Hilliard models with non-matching densities in Mathematical Models and Methods in Applied Sciences

 
Description We generated significant new knowledge around electrochemical deposition of highly porous hybrid materials, specifically for ZIF-67. A gram of these materials has bigger surface area than 3 football pitches and they propose cheaper purification technology for natural gas produced via bioprocesses. The studies on electrochemical deposition of ZIF materials are limited since only 2 or 3 research groups have specialised on this subject in the USA and Europe. Therefore, we have also increased the research capability of our group, university, and the UK. We trained the researcher in our project to conduct electrochemical atomic layer deposition that is one of the specialist skills that our group has in the UK. The reason to choose this manufacturing technology is recognising the scale up opportunities and reduced cost, compared to other technologies. During the project, we determined the electrochemical deposition conditions for ZIF-67 membranes, including the time to coat the substrate surface, concentration range for the solution used for the deposition, voltage needed to be applied. We achieved deposition of extremely compacted 100-500 nanometre thick layers. We observed no difference in thickness and structure of the layers deposited on the folded substrates. We also developed the technology to work on multiple substrates such as indium tin oxide, cobalt foil and polymer e.g., chitosan.
Exploitation Route Our outcomes can be taken forward by academicians and manufacturing companies around the world. We envisage that the experimental procedures and computer codes that developed in this project can be adapted to similar material systems and used to manufacture membranes/thin films via electrochemical deposition for many sectors, listed below. We also expect that the outcomes can be transfer to manufacturing other similar material systems by applying digital manufacturing principles.
Sectors Aerospace, Defence and Marine,Agriculture, Food and Drink,Chemicals,Digital/Communication/Information Technologies (including Software),Education,Electronics,Energy,Environment,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

 
Description We have recently engaged with a Nottingham-based health-care company "Body Aspect", an innovator in the field of 3D body imaging, which carries out body measurement services for the NHS (e.g., for weight-loss assessment, breast assessment, body-dysmorphic support). Several summer internship undergraduate students (four during summer of 2020, and at least two during 2021) are trained on and contribute to computational aspects relevant to the company, in particular, 3D geometric modelling and machine-learning classification based on a data sets of existing scans. we presented our research idea/outcomes around origami-folding and how it is related to Science and Engineering to the general public and school children during the Nottingham Festival of Science and Curiosity. We recorded videos, explaining how origami folding is applied to compaction of our materials and mathematical models. We also had an origami folding workshop for practising at home. We aimed to increase the awareness of the public around our project and new technologies and materials in engineering and collaborations with science, for new discoveries
First Year Of Impact 2020
Sector Healthcare
Impact Types Cultural,Societal,Economic

 
Description Training of Postgraduate Taught (PGT) Student
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
 
Description AIM3: Additive and intelligent manufacturing of multi-functional membranes
Amount £1,008,679 (GBP)
Funding ID EP/W010011/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 01/2022 
End 12/2024
 
Title Physics-informed machine-learning algorithm 
Description Novel scientific machine-learning algorithms, combining physical models and neural-network architectures for constitutive relations. These have been implemented in Python, Matlab and Julia (by Postgraduate Taught Student). 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? No  
Impact This development will have a wide impact as it concerns a general framework for the creation of data-driven physical models. 
 
Description Training of summer internship UG students within a company 
Organisation Body Aspect Ltd
Country United Kingdom 
Sector Private 
PI Contribution Collaborative supervision of small projects for summer internship undergraduate students, in the area relevant to the current project.
Collaborator Contribution Collaborative supervision of small projects for summer internship undergraduate students, in the area relevant to the current project.
Impact Trained undergraduate internship students have contributed to computational models relevant to the company.
Start Year 2020
 
Description composite membrane development for H2/CH4 purification 
Organisation National Grid UK
Country United Kingdom 
Sector Private 
PI Contribution We will be using some of the membranes produced in this project to test H2/CH4 separations. National Grid would like to invest on research that investigating next generation technologies, especially while introducing H2 into the energy grid.
Collaborator Contribution National Grid will provide 50% scholarship (£54k) for 4 year PhD programme.
Impact This collaboration will generate new data on the next generation membranes that are developed in this project for H2/CH4 separations. A PhD student will be trained in this area. The industry-university collaboration will generate high quality research paper.
Start Year 2022
 
Description Industrial Symbiosis Workshop- All Party Manufacturing Group Roundtable 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Overall, the aim of the workshop is to consider industrial symbiosis scenarios for symbiotic collaborations, regulations and policies reinforcing sustainable developments across industrial sectors and regions. The event gathered academic, business and government representatives concerned with the development of industrial symbiosis initiatives within the manufacturing sector and related infrastructure. The regional perspectives provided valuable insights and alternatives for sustainable regional developments. After the event follow up briefing were produced and shared with parliamentarians.
Year(s) Of Engagement Activity 2022
 
Description Origami workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact We aimed to increase the awareness of the school children to Engineering and Science topic. Therefore, we involved in Nottingham Festival of Science & Curiosity. We recorded short videos to explain how origami folding technique was inspired our project idea, showed example folded membrane structures. this was followed by a short workshop for "Try at home activities" part of the festival where school children can try to make an origami cube. We received help from British Origami Association for this. We also aimed to increase the awareness of the children toward the application of origami/folding techniques in engineering and science subjects e.g., environment, aerospace and materials etc.

Outcomes/Impacts:
Year(s) Of Engagement Activity 2021
URL https://nottsfosac.co.uk/2021-festival/try-at-home-activities/
 
Description SoapBox Science Speech 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Soapbox Science is an annual science communication event that transforms public areas into an arena for learning and scientific debate. The event follows the format of London Hyde Park's Speaker's Corner, which is historically an arena for public debate. Event focuses on raising awareness in not only STEM subjects but women in STEM. I presented my talk "Saving the planet with origami membranes" for an hour to the public where I explained the project problem/challenge/what we propose as a solution at the Nottingham City Centre. 758 people watched the talks and engaged with the 12 speakers. 36 of the visitors found "Cleaning the air with origami shape membranes" and ""Using science and technology to help the environment" worth while to listen. People also commented that they would do more reading on the topics that the listened during the event.
Year(s) Of Engagement Activity 2022