Design and green manufacturing of functional nanomaterials

Lead Research Organisation: University of Sheffield
Department Name: Chemical & Biological Engineering

Abstract

Inorganic nanomaterials are widely used in diverse applications such as oil refining, food, coatings, cosmetics, textile, transport, healthcare and electronics and communication, with a global market worth 20 billion EURO. A recent inventory has documented >1800 consumer products that contain nanomaterials and many more non-commodity products such as industrial catalysts and separation media. However, there are limitations in terms of the sustainability of and the attainable product quality from current manufacturing.

Industry uses wet (chemical precipitation) and dry (flame or plasma) processes for manufacturing nanomaterials. Despite the advances in the latter, it has been shown that the wet processes are lot more efficient than the dry processes. Anastas and co-workers performed a sustainability analysis for wet processes, which revealed that nanomaterials manufacturing is significantly wasteful when compared to the production of bulk chemicals. This creates an enormous burden on the environment and results in unsustainable manufacturing.

Further, some of the key properties of nanomaterials cannot be obtained with existing manufacturing methods. Lab-based methods exist for synthesising nanomaterials of desired properties, however, these methods are very wasteful and uneconomical to scale-up. Hence such high value materials remain at small scales and commercially inaccessible.

A World Technology Evaluation Center report, commissioned by the USA's National Science Foundation, explicitly recommended that achieving green manufacturing by 2020 is the "holy grail" and that future research should focus on emulating natural designs to develop scalable processes for manufacturing nanomaterials [Ref. Roco et al., Nanotechnology Research Directions for Societal Needs in 2020, NSF and WTEC, 2010]. I have developed fully synthetic novel bioinspired approaches to nanomaterials, with rapid reactions (takes only 1-5 minutes) at room temperature in water, producing almost no waste, yet providing superior control of product properties. This method can reduce the energy usage of the reaction step by ~95% when compared with a traditional precipitation process and the materials would as cheap as the lowest grade commercial counterparts, yet provide significantly better quality and properties. However, the bulk of research on bioinspired synthesis has been performed at small scales. The bioinspired method cannot be scaled-up yet because there is a critical gap in our knowledge on its scale dependence.

This fellowship aims to apply bioinspired routes to deliver sustainable ("green"), low cost and scalable technologies for manufacturing high value functional nanomaterials. I will develop scale-up rules by modelling and experimentally measuring mixing mechanisms. I will design process chemistry to produce bespoke nanomaterials and demonstrate pathways for larger-scale manufacturing. This fellowship has a great potential to take the UK to the world leading stage in sustainable manufacturing of bespoke nanomaterials.

Planned Impact

This fellowship has the potential to make significant impacts to the scale-up knowledge, the quality and the cost of nano-products, waste-reduction and job creation. Given the large markets for nanomaterials, the impact will be high.

Industry will benefit from the green technology by producing high value nanomaterials at low costs. This will increase their competitive advantage and enable the establishment of manufacturing in the UK. Due to the high quality of nanomaterials, it is likely that there will be a large potential for entering new markets as well as exporting these nano-products.

The society will see improved sustainability of nanomaterials manufacturing by reduced energy and resource usage. Further, the fellowship outcomes have the potential to improve access to high quality products to the public at affordable costs. Considering the planned outreach and public engagement activities, the general public will have a better understanding and appreciation of these new green manufacturing technologies.
 
Description There are wide ranging new findings from this project.
1. We developed and validated a new methodology on how to learn from biology to make nanomaterials and design scalable, economical and sustainable manufacturing technologies. This formed the basis for a book we have published now.
2. A unique methodology was established and demonstrated for using sequential statistical methods and machine learning to design and optimise sustainable products and processes.
3. The use of our new materials for air and water decontamination was demonstrated. This is now being used in real cases with potential for commercialisation.
4. We have shared our experience in starting and building a successful academic career. This is now published as a "guide" (open access) and has been accessed by over 1000 times.
5. We have discovered a unified mechanism that spans across all families of silica-based materials - this is transforming the way scientists approach the design of these materials and can facilitate new discoveries.
6. The PI has now formed a consultancy to advice industry how to use some of the methodologies developed in this project.
7. A new image analysis technique was developed to monitor the reaction and measure the degree of mixing and mixing time.
8. Mixing study of the bioinspired silica formation found out that this reaction is controlled by meso- and, to a lesser extent, micro-mixing.
9. We have recently invented a new technology for mesoporous silicas.
Exploitation Route We are developing plans for a spin out company and already formed a consulting company. Working with end-users, we are testing and developing our materials, along with larger scale production.
Sectors Chemicals,Energy,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

URL http://www.svplab.com/epsrc-fellowship.html
 
Description EP/W018950/1 Sustainable microwave manufacturing of functional inorganic materials (SuMMa)
Amount £1,683,171 (GBP)
Funding ID EP/W018950/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2022 
End 02/2025
 
Description EPSRC Capital Award for Core Equipment
Amount £549,334 (GBP)
Funding ID EP/T024526/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 11/2019 
End 05/2021
 
Description EPSRC-SFI: Table Top Manufacturing of Tailored Silica for Personalised Medicine [SiPM]
Amount £649,763 (GBP)
Funding ID EP/V051458/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2021 
End 09/2024
 
Description FUSE
Amount £2,991 (GBP)
Organisation The Faraday Institution 
Sector Charity/Non Profit
Country United Kingdom
Start 06/2020 
End 08/2020
 
Description ICURE INNOVATE UK
Amount £47,500 (GBP)
Organisation Innovate UK 
Sector Public
Country United Kingdom
Start 06/2020 
End 10/2020
 
Description NPIF QR funds to support the advancement of KE
Amount £22,794 (GBP)
Organisation United Kingdom Research and Innovation 
Department Research England
Sector Public
Country United Kingdom
Start 02/2021 
End 07/2021
 
Description Scalable and sustainable manufacture of Si anodes for transforming commercial batteries
Amount £126,275 (GBP)
Funding ID FIRG041 
Organisation The Faraday Institution 
Sector Charity/Non Profit
Country United Kingdom
Start 06/2022 
End 05/2023
 
Description Collaboration with Serena Corr and Denis Cumming 
Organisation University of Sheffield
Country United Kingdom 
Sector Academic/University 
PI Contribution Resulted in advanced characterisation of materials
Collaborator Contribution Conducted advanced characterisation and analysis using synchrotron x-ray scattering.
Impact Led to a high profile paper: Insights into the Electrochemical Reduction Products and Processes in Silica Anodes for Next-Generation Lithium-Ion Batteries Jake E. Entwistle, Samuel G. Booth, Dean S. Keeble, Faisal Ayub, Maximilian Yan, Serena A. Corr, Denis J. Cumming, and Siddharth V. Patwardhan Adv. Energy Mater. 2020, 2001826 DOI: 10.1002/aenm.202001826
Start Year 2019
 
Description Dielectric spectroscopy 
Organisation University of Nottingham
Country United Kingdom 
Sector Academic/University 
PI Contribution We are now establishing two methods to monitor and model the kinetics of bioinspired silica formation. These methods are a colorimetric assay and dielectric spectroscopy (in collaboration with Dr. Dimitrakis from University of Nottingham).
Collaborator Contribution Dr. Dimitrakis is an expert in dielectric spectroscopy and is helping us with establishing this method in our lab.
Impact n/a
Start Year 2020
 
Description Ever Charge Energy Ltd 
Organisation Evercharge Energy Limited
Country United Kingdom 
Sector Private 
PI Contribution This company spotted our recent paper/work on battery electrodes and now we have built a couple of project/funding applications. The PI is also now an advisor to this company.
Collaborator Contribution A pathway for commercialising our inventions/outcomes.
Impact n/a yet
Start Year 2020
 
Description Greg Beaucage 
Organisation University of Cincinnati
Country United States 
Sector Academic/University 
PI Contribution We hosted Greg's visit and shared samples for USAXS.
Collaborator Contribution Greg visited us and also performed all USAXS experiments and analysis.
Impact Mechanistic understanding of pore evolution enables high performance mesoporous silicon production for lithium-ion batteries† Jake E. Entwistle, Gregory Beaucage and Siddharth V. Patwardhan J. Mater. Chem. A, 2020, 8, 4938 DOI: 10.1039/c9ta13633a
Start Year 2019
 
Description MilliporeSigma-Samy 
Organisation Merck
Department MilliporeSigma
Country United States 
Sector Private 
PI Contribution Using Merck's DOZN tool to quantify greenness of silicas.
Collaborator Contribution Access to DOZN algorithm and associated expertise.
Impact A manuscript has been submitted for publication and it is undergoing minor revisions based on reviewers' feedback. An EPSRC grant submitted using these results and with Merck as a partner.
Start Year 2020
 
Description Mita Dasog 
Organisation Dalhousie University
Country Canada 
Sector Academic/University 
PI Contribution Collaboration on understanding magnesiothermic reduction reaction pathways for porous silicon formation
Collaborator Contribution Synchrotron experiments and analysis
Impact This collaboration is helping us understand the magnesiothermic reduction reaction pathways for porous silicon formation. Two manuscripts from this are in preparation, to be submitted in summer 2023.
Start Year 2021
 
Description VVR 
Organisation Queen's University Belfast
Country United Kingdom 
Sector Academic/University 
PI Contribution We have initiated collaborations with an academic in the chemical engineering department on using specialised reactors/mixing devices. The team has visited for a seminar and discussions, including sharing results.
Collaborator Contribution The collaborator has visited us to discuss future steps and shared the design of their reactor. They have also offered time for use on their reactor to test our synthesis.
Impact No outputs yet.
Start Year 2019
 
Description AIChE presentations 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Following two presentations were given virtually at the AIChE annual conference:
1. Mechanistic understanding and rapid electrochemical reduction of silica for lithium-ion battery anodes
2. Towards Green Manufacturing of Biologically Inspired Nanomaterials: Degree of Mixing and Mixing Time Analysis
Year(s) Of Engagement Activity 2020
 
Description Conference presentation at MC14 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A talk was given on "Bioinspired Green Chemistry to Design Sustainable and Scalable High Value Nanosilica" in the porous materials section at the RSC organised MC14 conference in Birmingham
Year(s) Of Engagement Activity 2019
 
Description Conference presentations at 5th International Conference on Bioinspired & Biobased Chemistry & Materials 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Two presentation at the virtual 5th International Conference on Bioinspired & Biobased Chemistry & Materials. Unclear on the number of participants:
1. Bioinspired Green Chemistry to Design Sustainable and Scalable High Value Nanosilica
2. A Sustainable and Scalable Technology to Produce High Performance Mesoporous Silicon for Li-Ion Batteries
Year(s) Of Engagement Activity 2020
 
Description Invited presentation at the Nature-Inspired Engineering conference, Italy 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact An invited presentation on the topic of Discovery, applications and scale-up of bioinspired nanomaterials at the ECI conference.
Year(s) Of Engagement Activity 2019
 
Description Invited speaker at the KTN Emerging Technologies symposium on Nature inspired solutions, Edinburgh, 13 Feb 2020 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact This event was organised by the KTN and Heriot Watt University to build community in the area of nature inspired solutions. The talk and discussions sparked interesting future avenues, e.g. bidding for joint projects, building a UK-wide network.
Year(s) Of Engagement Activity 2020
 
Description Invited speaker at the PCTG symposium on Energising entrepreneurship in the chemical sector, 15/11/19 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A presentation on Bioinspired green nanomaterials: Journey from lab to manufacturing. A few industry delegates were interested in follow-up on our new technologies for commercialisation.
Year(s) Of Engagement Activity 2019
 
Description Invited speaker at the RSC Process Chemistry Technology Group Launch Symposium, 19/11/2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact This was an invited presentation on the topic of From discovery to scale-up of bespoke green nanomaterials. The symposium was organised by the Royal Society of Chemistry's PCTG special interest group (SIG). As a result of this successful event and the match with the SIG's agenda, Siddharth was selected to work on the PCTG's committee.
Year(s) Of Engagement Activity 2018
URL https://www.procchem.group/
 
Description Invited talk at AIChE conference 
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 AIChE: Invited talk on Bioinspired Mesoporous Silica: The journey from lab to market, November 2022.
Year(s) Of Engagement Activity 2022
 
Description Invited talk at RAMS conference 
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 Recent Appointees in Materials Science annual conference, September 2022:
- Invited talk on My research journey from discovery to market for bioinspired nanomaterials, and
- careers workshop for early career academics on "plate spinning".
Year(s) Of Engagement Activity 2022
 
Description Invited talk on "Designing bioinspired green nanosilicas using statistical and machine learning approaches" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Invited talk on "Designing bioinspired green nanosilicas using statistical and machine learning approaches" at
- AIChE's Trends in Invigoration of Manufacturing and Engineering (July 2021) and
- MSDE Symposium 2021: Frontiers in Molecular Engineering (June 2021).
Year(s) Of Engagement Activity 2021
 
Description Invited to the consultation on Making a new 'ARPA-style' funding agency, organised by the RSC (2021). 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Third sector organisations
Results and Impact This workshop fed into the RSC's response to the government's plans on a new funding body.
Year(s) Of Engagement Activity 2021
 
Description Lydgate school visit 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact During this all-day school visit, we engaged with 120 Y6 students and their teachers in various activities relevant to bioinspired approaches to sustainable materials and manufacturing. As part of that, we included hands-on activities on energy storage, reactor engineering, nature inspired technologies, and manufacturing/process engineering.
Year(s) Of Engagement Activity 2019
URL http://www.lydgatejunior.co.uk/BlogRetrieve.aspx?PostID=809820&A=SearchResult&SearchID=1628758&Objec...
 
Description Multiple presentations at the ACS conference, San Diego 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact 6 presentations (including 2 invited) were given at the American Chemical Society's annual conference. The topics included:
Application of Bioinspired Green Chemistry to Design Sustainable and Scalable High Value Nanosilica
Magnesiothermic reduction to produce porous silicon for lithium-ion batteries
Green nanomaterials: Journey from lab to manufacturing
Bioinspired nanomaterials for water remediation
Scale-up of MOFs for Sustainable and Commercial Manufacturing
Understanding interfacial interactions to unlock the potential of bioinspired nanomaterials
Year(s) Of Engagement Activity 2019
 
Description Organising committee member for the 15th International conference on materials chemistry 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact 15th International conference on materials chemistry (MC15, July 2021) is an internationally leading and a flagship conference by the Royal Society of Chemistry, with over 500 attendees this year.
Year(s) Of Engagement Activity 2021
 
Description Poster presentation at ChemEngDay UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact ChemEngDay UK poster: Designing bioinspired green nanosilicas using statistical and machine learning approaches, April 2022.
Year(s) Of Engagement Activity 2022
 
Description Presentation at the UK's Fluids Network annual conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact UKFN conference talk: A novel method for understanding the mixing mechanisms to enable sustainable manufacturing of bioinspired silica, September 2022
Year(s) Of Engagement Activity 2022
 
Description Presentation in ACS webinar series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Invited to give an international webinar in the ACS webinar series on "Discovery to market pipeline for bioinspired nanomaterials", June 2021. This had 400 attendees from 75 countries and the feedback included 97% satisfaction rate.
Year(s) Of Engagement Activity 2021
 
Description School Visit and presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Tapton Secondary School, December 2022, Mixing: How can it enable sustainable manufacturing?
Year(s) Of Engagement Activity 2022
 
Description School Visit and presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Tapton Secondary School, July 2022, Green nanomaterials: sustainable, scalable and economical routes to functional nanomaterials.
Year(s) Of Engagement Activity 2022
 
Description Seminar at Queens University Belfast, 15/05/2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact This was an invited departmental seminar.
Year(s) Of Engagement Activity 2019
 
Description Symposium on Bridging the gap between bio-inspired nanomaterial chemistry and sustainable manufacture 
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 event combines a one day showcase and half day development workshop. The former will include oral and poster contributions from academia and industry both within and beyond the SynBIM project: reporting on recent progress and exploring the wider vision. The workshop aims to engage funders and R&D specialists from industry and academia to explore future opportunities, new directions and building collaboration.

The symposium included:
Bringing together stakeholders to drive the development of nanomaterials through discovery and scale-up
Giving emphasis to the full scope of experimental and modelling interests, and to both translational and fundamental research
Attendance and contributions from across academia, industry, government and the third sector are welcome
Poster sessions/prizes and flash presentations
Year(s) Of Engagement Activity 2020
URL http://www.synbim.co.uk/symposium.html
 
Description THE GLOBAL FIELD TRIP PRESENTATION 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact At this virtual event, "Bioinspiration for Sustainability" topic was presented. There are overall 4000+ views/attendees for the entire programme but not sure how many there were for each presentation.
Year(s) Of Engagement Activity 2020
URL https://www.youtube.com/playlist?list=PLJCD_OsxTVQzPZncFuUIEKp9hSbO4Nabr
 
Description Visit to Jnana Probodhini School, Pune 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Schools
Results and Impact A presentation to Y9 school students about nanomaterials and bioinspiration.
Year(s) Of Engagement Activity 2019