Photocatalytic Anodic Metal Membranes for Micropollutant Removal
Lead Research Organisation:
University of Bath
Department Name: Chemical Engineering
Abstract
The accumulation, in the environment and in human food supply chain, of organic micropollutants, highly toxic substances such as drugs, hormones or endocrine disruptors found at very low concentrations in water, represents today one of the biggest challenges to public health and the environment in the UK and other developed countries. As a large number of compounds, including common anti-inflammatories, antibiotics, hormones, pesticides and and herbicides, is added to the priority substances watch list for future regulation, there is an urgent need for novel technologies capable of degrading micropollutants safely and without generating significant increases in carbon emissions of the water industry, already accounting for about 5% of UK emissions.
Legacy technology comprising the majority of water treatment plants in the UK and other developed countries cannot remove micropollutants, requiring an additional treatment step to be added to the water treatment train. Alternative technologies currently being tested in the UK and abroad all have limitations, in terms of high energy costs or high capital costs or production of toxic by-products, which require further removal. The urgency of addressing this issue is witnessed by estimates of multi-billion pound capital investments and £B/year operating costs faced by the UK water industry, to address impending legislation mandating the removal of micropollutants. In fact, the European Water Industry Platform has concluded that the chance of removing micropollutants without significant increases in energy consumption with current technology is 'very low', and that this can be achieved only by 'leapfrogging traditional, polluting and resource-intensive technologies', a view shared by the UK government.
Photocatalysis, considered the leading technology to treat micropollutants, suffers from a twin-set of limitations that have hindered more widespread adoption so far. Slurry reactors, where wastewater is mixed with a slurry of photocatalytic nanoparticles under UV illumination, can effectively degrade micropollutants but require costly downstream retention of the particles to avoid their leaching into the environment. Reactors with immobilised catalysts, on the other hand, have significantly lower activity due to lower contact area and higher light scattering. Furthermore, preliminary evidence of potential adverse health effects arising from the accumulation of nanoparticles in the environment, has convinced UK's Environment Agency, DEFRA and health authorities to block their use in water treatment.
My vision as an EPSRC Established Career Fellow in Water Engineering is to safely degrade micropollutants without significantly increasing carbon emissions or producing toxic by-products. I will achieve this by creating novel photocatalytic nanoporous anodic metal foams, combining the high surface area of slurries and the stability of immobilised systems requiring no downstream removal. The combination of a metallic core and a metal oxide coating will enable boosting photocatalytic activity by using a small electrical potential, decreasing the need for low-efficiency electricity-to-light conversion.
My ambition is to address the twin challenges that have so-far hindered the use of photocatalysis in water treatment: the potential leaching of photocatalytic slurries in the environment and the low efficiency of UV light illumination, which translates in low activity, for immobilised photocatalysts.
Legacy technology comprising the majority of water treatment plants in the UK and other developed countries cannot remove micropollutants, requiring an additional treatment step to be added to the water treatment train. Alternative technologies currently being tested in the UK and abroad all have limitations, in terms of high energy costs or high capital costs or production of toxic by-products, which require further removal. The urgency of addressing this issue is witnessed by estimates of multi-billion pound capital investments and £B/year operating costs faced by the UK water industry, to address impending legislation mandating the removal of micropollutants. In fact, the European Water Industry Platform has concluded that the chance of removing micropollutants without significant increases in energy consumption with current technology is 'very low', and that this can be achieved only by 'leapfrogging traditional, polluting and resource-intensive technologies', a view shared by the UK government.
Photocatalysis, considered the leading technology to treat micropollutants, suffers from a twin-set of limitations that have hindered more widespread adoption so far. Slurry reactors, where wastewater is mixed with a slurry of photocatalytic nanoparticles under UV illumination, can effectively degrade micropollutants but require costly downstream retention of the particles to avoid their leaching into the environment. Reactors with immobilised catalysts, on the other hand, have significantly lower activity due to lower contact area and higher light scattering. Furthermore, preliminary evidence of potential adverse health effects arising from the accumulation of nanoparticles in the environment, has convinced UK's Environment Agency, DEFRA and health authorities to block their use in water treatment.
My vision as an EPSRC Established Career Fellow in Water Engineering is to safely degrade micropollutants without significantly increasing carbon emissions or producing toxic by-products. I will achieve this by creating novel photocatalytic nanoporous anodic metal foams, combining the high surface area of slurries and the stability of immobilised systems requiring no downstream removal. The combination of a metallic core and a metal oxide coating will enable boosting photocatalytic activity by using a small electrical potential, decreasing the need for low-efficiency electricity-to-light conversion.
My ambition is to address the twin challenges that have so-far hindered the use of photocatalysis in water treatment: the potential leaching of photocatalytic slurries in the environment and the low efficiency of UV light illumination, which translates in low activity, for immobilised photocatalysts.
Planned Impact
Societal and Economic Impact
Water sanitation is essential to human health and economic development but energy intensive water treatment technologies are putting severe stress on the environment. In developed countries, one of the major challenges today is the removal of micropollutants, such as illicit drugs, pharmaceuticals, endocrine disruptors or hormones. Found in wastewater at very low concentrations, sometimes at ppb-level, they slowly accumulate in the soil and in ground water, upsetting the ecological balance and eventually finding their way in the human food supply chain, with severe adverse health effects.
Legacy technology comprising the majority of water treatment plants in the UK and other developed countries cannot remove micropollutants, requiring additional treatment steps. Technologies currently being tested all have limitations, in terms of high energy or high capital costs or production of toxic by-products. The urgency of addressing this issue is shown by estimates of multi-billion pound capital investments and £B/year operating costs faced by the UK water industry, to address impending legislation mandating the removal of micropollutants. In fact, the European Water Industry Platform has concluded that the chance of removing micropollutants without significant increases in energy consumption with current technology is 'very low', and that this can be achieved only by 'leapfrogging traditional, polluting and resource-intensive technologies', a view shared by the UK government.
Despite these challenges, the UK has the potential to become a leader in this field, thanks to a thriving water sector, covering the whole supply chain from water utilities (e.g Wessex Water) to treatment plant design (e.g. Modern Water), as well as membrane manufacturing (e.g. Evonik, Micropore). UK water utilities in particular invest more than £10 billion in assets and services each year, employ over 45,000 people, and create 86,000 indirect jobs [1]. This ecosystem places the UK at the top of water-related innovation worldwide but requires significant investment, as indicated by the 2009 Cave Review which highlighted the need to increase the pace and quality of innovation in the water sector to meet better quality standards. The technologies developed in FoAMM will provide a competitive advantage to the whole UK water sector versus competitor nations (Germany, Singapore, USA) that are investing heavily in water innovation. Globally, the water treatment sector was over $200B in 2015 (source: marketresearch.com). This provides a strong opportunity for innovative UK-based technologies to succeed in the global industrial and municipal water treatment market. Maximising these potential impacts requires close interaction and collaboration across the whole water sector value chain as well as a continued dialogue with policymakers and water regulators. A detailed plan to do so is discussed in the pathways to impact document, building on my existing interactions with water utilities and membrane manufacturers and resources available at the University of Bath.
Development of Early Career Researchers
This project will provide advanced training to 7 early career researchers (4 PDRAs + 3 PhDs) in a critical field for the UK research space. All participants will be given the opportunity to participate in the skills training organized by the University of Bath providing early career researchers with non-technical skills to advance their future career. Participation to international conferences will also help the early career researchers in their professional development. It is expected that the most promising candidates will be given the opportunity to enrol in the Faculty of Engineering Fellowship Academy which identifies future research stars to provde dedicated mentoring and opportunities to develop their skills and resume.
[1] www.gov.uk/government/publications/water-and-treated-water/water-and-treated-water
Water sanitation is essential to human health and economic development but energy intensive water treatment technologies are putting severe stress on the environment. In developed countries, one of the major challenges today is the removal of micropollutants, such as illicit drugs, pharmaceuticals, endocrine disruptors or hormones. Found in wastewater at very low concentrations, sometimes at ppb-level, they slowly accumulate in the soil and in ground water, upsetting the ecological balance and eventually finding their way in the human food supply chain, with severe adverse health effects.
Legacy technology comprising the majority of water treatment plants in the UK and other developed countries cannot remove micropollutants, requiring additional treatment steps. Technologies currently being tested all have limitations, in terms of high energy or high capital costs or production of toxic by-products. The urgency of addressing this issue is shown by estimates of multi-billion pound capital investments and £B/year operating costs faced by the UK water industry, to address impending legislation mandating the removal of micropollutants. In fact, the European Water Industry Platform has concluded that the chance of removing micropollutants without significant increases in energy consumption with current technology is 'very low', and that this can be achieved only by 'leapfrogging traditional, polluting and resource-intensive technologies', a view shared by the UK government.
Despite these challenges, the UK has the potential to become a leader in this field, thanks to a thriving water sector, covering the whole supply chain from water utilities (e.g Wessex Water) to treatment plant design (e.g. Modern Water), as well as membrane manufacturing (e.g. Evonik, Micropore). UK water utilities in particular invest more than £10 billion in assets and services each year, employ over 45,000 people, and create 86,000 indirect jobs [1]. This ecosystem places the UK at the top of water-related innovation worldwide but requires significant investment, as indicated by the 2009 Cave Review which highlighted the need to increase the pace and quality of innovation in the water sector to meet better quality standards. The technologies developed in FoAMM will provide a competitive advantage to the whole UK water sector versus competitor nations (Germany, Singapore, USA) that are investing heavily in water innovation. Globally, the water treatment sector was over $200B in 2015 (source: marketresearch.com). This provides a strong opportunity for innovative UK-based technologies to succeed in the global industrial and municipal water treatment market. Maximising these potential impacts requires close interaction and collaboration across the whole water sector value chain as well as a continued dialogue with policymakers and water regulators. A detailed plan to do so is discussed in the pathways to impact document, building on my existing interactions with water utilities and membrane manufacturers and resources available at the University of Bath.
Development of Early Career Researchers
This project will provide advanced training to 7 early career researchers (4 PDRAs + 3 PhDs) in a critical field for the UK research space. All participants will be given the opportunity to participate in the skills training organized by the University of Bath providing early career researchers with non-technical skills to advance their future career. Participation to international conferences will also help the early career researchers in their professional development. It is expected that the most promising candidates will be given the opportunity to enrol in the Faculty of Engineering Fellowship Academy which identifies future research stars to provde dedicated mentoring and opportunities to develop their skills and resume.
[1] www.gov.uk/government/publications/water-and-treated-water/water-and-treated-water
Publications
Martins A
(2022)
Nanoporous WO3 grown on a 3D tungsten mesh by electrochemical anodization for enhanced photoelectrocatalytic degradation of tetracycline in a continuous flow reactor
in Journal of Electroanalytical Chemistry
Warren Z
(2023)
Photocatalytic foams for water treatment: A systematic review and meta-analysis
in Journal of Environmental Chemical Engineering
Taylor C
(2020)
Photocatalytic immobilised TiO2 nanostructures via fluoride-free anodisation
in Journal of Environmental Chemical Engineering
Tasso Guaraldo T
(2021)
Photocatalytic ZnO Foams for Micropollutant Degradation
in Advanced Sustainable Systems
Warren Z
(2022)
Synthesis of photocatalytic pore size-tuned ZnO molecular foams
in Journal of Materials Chemistry A
| Title | Speculative Futures - Imagining utopias enabled by sustainable technologies |
| Description | What would the world look like in 2073 if the still nascent technologies our researchers are working on were mainstream? How would these new molecules, materials and processes shape the world and achieve the sustainable goals they were dreamt up for? These are some of the questions that artist Steph Tudor invited researchers in the Institute for Sustainability to ponder - sowing the creative seeds that would sprout into conversations and experimental lab play, to finally mature into a science-inspired art exhibition. Steph Tudor joined the Institute of Sustainability at the University of Bath in late April. She was selected from a pool of artists who applied to join the Institute for a three-month residency by pitching their ideas on how they would work with our research community to develop an art-science exhibition that showcased five research themes of the Institute. As part of this activity Steph worked with Dr Liana Zoumpoli, a postdoctoral researcher in SynHiSel, exploring the use of additive manufacturing, or 3D printing technologies to address challenges linked to water shortages and pollution clean-up. Below is an excerpt from the report detailing their collaboration: The UK still sees heavy downpours in winter, and droughts in the summer. Whilst plans are a-foot to modernise our water systems to ensure efficient use of grey water and rainfall, a de-centralised movement has sprung up among communities. Citizens are now well accustomed to rain water harvesting, and sustainability researchers and designers have worked together to create various water filtration vessels that can be used at home. Some use photocatalytic membrane technology where high surface areas and UV from sunlight are utilised, others use pyroelectric technology with porous ceramics, and others use the ancient method of using reeds to filter water. |
| Type Of Art | Artwork |
| Year Produced | 2023 |
| Impact | The products of the collaboration are showcased in a permanent exhibition at the entrance of the Institute for Sustainability at the University of Bath, showcasing our work and highlighting the value of the collaboration between artists and scientists. We are also using this example of collaboration and the artefacts produced in the collaboration in our public engagement events described elsewhere. |
| URL | https://www.bath.ac.uk/publications/speculative-futures-exhibition-information/attachments/Spectulat... |
| Description | Building on our earlier results, we have been able to demonstrate the fabrication of robust ZnO foams which we have tested for the continuous photocatalytic degradation of organic micro pollutants in water under UV irradiation. This is an important advancement over our earlier results where we were testing the foams in batch, as it brings us a step closer to industrial deployment where the process would occur in continuous. We have two publications in the final stage of review which detail our advancements in this area. Update: we have published 4 papers since the last update, demonstrating that photocatalytic foams are a viable concept for micro pollutant degradation in flow. We have also purchased and experimental ceramic 3D printer which we have modified to adapt to print our foams, exploring a viable route for the large scale manufacturing of these foams. |
| Exploitation Route | An integral part of the grant is the exploitation of its outcomes, working with the water treatment industry to implement our findings in their current practice. Update: we have made significant progress on this and am confident I will have a substantial update in the next 12 months. |
| Sectors | Agriculture Food and Drink Chemicals Environment |
| Description | There is growing attention in the media about water quality, from direct raw sewage discharges from wastewater treatment plants into waterways to the effects of microplastics on humans and the environment to the realisation of the adverse impact of PFAS, colloquially called 'forever chemicals'. The outcomes of this fellowship, which have been published in primary scientific journals, actively contribute to the debate on how to address these challenges by providing a technological solution that can be scaled-up to the level needed to address these challenges. I am working with stakeholders in the field to accelerate the transition of the technologies developed in FoAMM to practical use and am confident this will lead to tangible impact in the coming years. We are also in early stage discussions with a potential industrial partner to pick up some of the technology developed in FoAMM for scale-up. |
| Sector | Agriculture, Food and Drink,Chemicals |
| Impact Types | Economic |
| Description | 3D-printed membranes for effective removal of antibiotics prepared using biodegradable fillers |
| Amount | £138,734 (GBP) |
| Funding ID | NIF\R1\221820 |
| Organisation | The Royal Society |
| Sector | Charity/Non Profit |
| Country | United Kingdom |
| Start | 03/2023 |
| End | 03/2025 |
| Title | Dataset and figures for "Enhancing the Photo-corrosion Resistance of ZnO Nanowire Photocatalysts" |
| Description | Zinc oxide (ZnO) displays superior properties as a photocatalyst for water treatment compared to widely used TiO2. More widespread application of ZnO, though, is hampered by its low stability and high photo-corrosion in aqueous environments, with the latter further enhanced under UV irradiation. The paper associated with this dataset, "Enhancing the Photo-corrosion Resistance of ZnO Nanowire Photocatalysts", shows for the first time that oxygen plasma post-treatment significantly enhances the photo-corrosion resistance of ZnO nanowire films in water under UV irradiation, while also leading to a 46% and 13% higher degradation of a model pollutant, phenol, compared to the as-produced and thermally annealed films, respectively, for the same irradiation time. This dataset contains the photodegradation and phenol calibration data underpinning these results, alongside measurements of Zn concentration in the solution after photocatalysis, X-ray diffraction data, hydrodynamics calculations, and Transmission and Scanning Electron Microscopy (TEM/SEM) images. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2019 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/675 |
| Title | Dataset for "3D-Printed Indium Oxide Monoliths for PFAS Removal" |
| Description | The paper associated with this dataset, "3D-Printed Indium Oxide Monoliths for PFAS Removal", describes the fabrication and testing of self-supported indium oxide adsorbents for PFAS removal from water. The dataset contains: a) material characterisation data for indium oxide powder and monoliths sintered at different temperatures (XRD, Raman, TGA, nitrogen sorption, particle size, mechanical testing), and b) PFOA removal data from adsorption experiments performed under different conditions. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/1410 |
| Title | Dataset for "Continuous Production of Metal Oxide Nanoparticles via Membrane Emulsification-Precipitation" |
| Description | This dataset contains for the manuscript Continuous Production of Metal Oxide Nanoparticles via Membrane Emulsification-Precipitation, including XPS and photocatalytic data. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2021 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/997 |
| Title | Dataset for "Continuous Production of Metal Oxide Nanoparticles via Membrane Emulsification-Precipitation" |
| Description | This dataset contains for the manuscript Continuous Production of Metal Oxide Nanoparticles via Membrane Emulsification-Precipitation, including XPS and photocatalytic data. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2020 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/795 |
| Title | Dataset for "Highly efficient ZnO photocatalytic foam reactors for micropollutant degradation" |
| Description | Photocatalytic foams combine the advantages of slurries and immobilised photocatalysts for water treatment. The paper associated with this dataset, "Highly efficient ZnO photocatalytic foam reactors for micropollutant degradation" describes the performance of ZnO photocatalytic foams in recirculation and single-pass configuration reactors. The photocatalytic activity was systematically studied for flow rate, catalyst length and stability parameters using Carbamazepine (CBZ) as a model pollutant. This dataset contains Carbamazepine photocatalytic degradation data underpinning these results. Materials characterisation data comprises Zn concentration in the solution after photocatalysis (ICP/MS), X-ray diffraction data and Scanning Electron Microscopy (TEM/SEM) images. Simulation results are provided from the code developed in Matlab and compared to experimental data. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2022 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/1116 |
| Title | Dataset for "Increased Photocorrosion Resistance of ZnO foams Through Transition Metal Doping" |
| Description | Raw data files for X-ray diffraction (XRD), high-performance liquid chromatography (HPLC), UV-Vis, inductively coupled plasma-mass spectrometry (ICPMS), X-ray photoelectron spectroscopy (XPS), ultraviolet photoelectron spectroscopy (UPS) and X-ray absorption near edge structure (XANES) associated with the paper "Increased Photocorrosion Resistance of ZnO foams Through Transition Metal Doping." XRD contains raw data of XRD spectra used to analyse crystallinity and crystal phase of ZnO samples. HPLC contains the raw data used to produce degradation profiles of carbamazepine when exposed to the photocatalyst. ICPMS contains the raw data collected to analyse the concentration of metal in the pollutant stream, allowing for analysis of material stability and assess stability to photocorrosion. UV-Vis contains the raw data used to analyse the band gap of the materials. XPS and UPS contains the raw data used to elucidate the band edge positions of the material. XANES includes the raw data used to analyse the near edge extended structure of the material. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2023 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/1212 |
| Title | Dataset for "Photocatalytic ZnO foams for micropollutant degradation" |
| Description | Photocatalytic foams can concomitantly overcome the disadvantages of slurries and immobilised photocatalysts for water treatment. So far, foam synthesis has been restricted to nanoparticles grafting onto foam substrates. This approach can still release nanoparticles into the environment. The paper associated with this dataset, "Photocatalytic ZnO foams for micropollutant degradation" describes for the first time the synthesis of self-supporting, highly porous photocatalytic zinc oxide (ZnO) foams produced using a combination of liquid templating and sintering. Systematic changes in sintering times and temperature affected the foams' morphology and structure, in turn controlling their photocatalytic activity (PCA) and stability. This dataset contains the photocatalytic degradation and Carbamazepine calibration data underpinning these results, alongside measurements of Zn concentration in the solution after photocatalysis (ICP/MS), X-ray diffraction data, and Transmission and Scanning Electron Microscopy (TEM/SEM) images. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2021 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/799 |
| Title | Dataset for Fast Sintering of Titania Monoliths for Photocatalytic Degradation of Organic Micropollutants |
| Description | Raw data files for X-ray diffraction (XRD), high-performance liquid chromatography (HPLC) alongside data and calculations of quantum yield (QY), electrical energy per order (EEO) end measured UV lamp irradiance associated with the paper "Fast Sintering of Titania Monoliths for Photocatalytic Degradation of Organic Micropollutants". XRD contains raw data of XRD spectra. HPLC contains the raw data used to produce degradation profiles of primidone when exposed to the photocatalyst. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/1355 |
| Title | Dataset for Mixed-Phase Titania foams via 3D-Printing for Pharmaceutical Degradation |
| Description | Raw data files for X-ray diffraction (XRD), high-performance liquid chromatography (HPLC), Nuclear Magnetic Resonance (NMR), Rheometry and Thermogravimetric analysis (TGA) associated with the paper "Mixed-Phase Titania foams via 3D-Printing for Pharmaceutical Degradation." XRD contains raw data of XRD spectra used to analyse crystallinity and crystal phase of TiO2 samples. HPLC contains the raw data used to produce degradation profiles of carbamazepine when exposed to the photocatalyst. NMR contains the maestranova files used to monitor the reaction and synthesis of photoresist. Rheometry contains the data used to analyse the viscosity of the resins before and after modifications. RAMAN contains the raw data used to analyse the crystal phases of the samples. TGA contains the raw data used to assess minimum required temperature for sintering and conversion to TiO2. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/1368 |
| Title | Dataset for Synthesis of Photocatalytic Pore Size-Tuned ZnO Molecular Foams |
| Description | Raw data files for XRD, HPLC, UV dosage, ICPMS, Eeo, MicroCT and hydrodynamic calculations associated with manuscript titled "Synthesis of Photocatalytic Pore Size-Tuned ZnO Molecular Foams" XRD contains raw data of XRD spectra used to analyse crystallinity and crystal phase of ZnO samples. HPLC contains the raw data used to produce degradation profiles of carbamazepine when exposed to the photocatalyst. UV dosage contains the raw data used to plot degradation against UV irradiation supplied to allow for greater analysis between flow rates of reactor. ICPMS contains the raw data collected to analyse the concentration of metal in the pollutant stream, allowing for analysis of material stability. Eeo contains the calculations used to work out the electrical energy efficiency of the system, allowing for analysis of efficiency when operating the reactor under different conditions. MicroCT is the raw data collected from analysis of the 3D reconstruction of the samples, used to analyse the pore structure (size, sphericity, ect) Hydrodynamic calculations contains the calculations conducted to understand the reactor system and to calculate key parameters allowing for the discussion of the reactor. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2022 |
| Provided To Others? | Yes |
| URL | https://researchdata.bath.ac.uk/id/eprint/1118 |
| Description | Advanced 3D printing of photocatalytic foams |
| Organisation | University of Naples |
| Country | Italy |
| Sector | Academic/University |
| PI Contribution | We are sharing our photocatalytic foam designs with the partners in Pavia who are going to 3D print them with methods we do not have available in Bath. We are then going to test the printed foams with our photocatalytic reactors, expanding the range of materials we can assess. The partner in Italy is a mathematician, with expertise in machine learning and we are going to share our experimental data with him so he can train algorithms to link synthesis conditions, with materials properties and photocatalytic performance. The end goal is for the ML models to drive experiments to reduce the total number of experiments and uncover non obvious patterns. |
| Collaborator Contribution | Partner names: Prof. Ferdinando Auricchio, University of Pavia, Italy, http://www-2.unipv.it/auricchio/, providing expertise in 3D printing of metals and ceramics Prof Francesco Calabro', University of Naples, Federico II, Italy, https://www.docenti.unina.it/#!/professor/4652414e434553434f43414c4142524f27434c42464e4337394131304638333951/riferimenti., providing expertise in machine learning algorithms. Please see previous box for details of collaboration. |
| Impact | The collaboration has made significant progress: we have now had 2 rounds of sample exchanges produced in Pavia and tested by us, with a third en route. The Italian collaborators have developed a novel synthesis mechanism which produces photoactive material which we have tested in our reactors. I expect a high profile publication in the coming months. |
| Start Year | 2021 |
| Description | Advanced 3D printing of photocatalytic foams |
| Organisation | University of Pavia |
| Country | Italy |
| Sector | Academic/University |
| PI Contribution | We are sharing our photocatalytic foam designs with the partners in Pavia who are going to 3D print them with methods we do not have available in Bath. We are then going to test the printed foams with our photocatalytic reactors, expanding the range of materials we can assess. The partner in Italy is a mathematician, with expertise in machine learning and we are going to share our experimental data with him so he can train algorithms to link synthesis conditions, with materials properties and photocatalytic performance. The end goal is for the ML models to drive experiments to reduce the total number of experiments and uncover non obvious patterns. |
| Collaborator Contribution | Partner names: Prof. Ferdinando Auricchio, University of Pavia, Italy, http://www-2.unipv.it/auricchio/, providing expertise in 3D printing of metals and ceramics Prof Francesco Calabro', University of Naples, Federico II, Italy, https://www.docenti.unina.it/#!/professor/4652414e434553434f43414c4142524f27434c42464e4337394131304638333951/riferimenti., providing expertise in machine learning algorithms. Please see previous box for details of collaboration. |
| Impact | The collaboration has made significant progress: we have now had 2 rounds of sample exchanges produced in Pavia and tested by us, with a third en route. The Italian collaborators have developed a novel synthesis mechanism which produces photoactive material which we have tested in our reactors. I expect a high profile publication in the coming months. |
| Start Year | 2021 |
| Description | visting FAPESP researcher from Brazil |
| Organisation | Sao Paulo State University |
| Country | Brazil |
| Sector | Academic/University |
| PI Contribution | We hosted for 1 year a PDRA, Dr Alysson Martins, from Sao Paulo State University to work on a short project related to FoAMM. The idea was to test a new method to make foams, using metallic meshes which would then be anodised. We settled on using tungsten. The project was mutually beneficial, with us contributing to the PDRA's development in the area of materials development and characterisation. We provided access to a range of materials characterisation techniques as well as methods for electrochemical anodisation of metals. |
| Collaborator Contribution | Following on from the comment above, Dr Martins also contributed to our group, not only though his work but also his knowledge, adding to our expertise in photocatalysis and electro-photocatalysis. He has been an excellent team members and it has been a great pleasure working with him. |
| Impact | Unfortunately, we lost the last 4 months of his research due to the lockdown caused by the pandemic, which prevented us from completing the last experiments needs to finalise the work. We agreed that he would continue the work once back in Brazil but the effects of the pandemic there are such that access to research labs remains limited. I remain confident we will be able to publish the results of our work in the coming year, provided an easing of lab access occurs during 2021. |
| Start Year | 2019 |
