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Hayes B, Murphy C, Marquez Rubio J, Solis D, Jayaram K, MacCurdy R. Characterization of organic fouling on thermal bubble-driven micro-pumps. BIOFOULING 2024; 40:290-304. [PMID: 38785127 DOI: 10.1080/08927014.2024.2353034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/02/2024] [Indexed: 05/25/2024]
Abstract
Thermal bubble-driven micro-pumps are an upcoming micro-actuator technology that can be directly integrated into micro/mesofluidic channels, have no moving parts, and leverage existing mass production fabrication approaches. These micro-pumps consist of a high-power micro-resistor that boils fluid in microseconds to create a high-pressure vapor bubble which performs mechanical work. As such, these micro-pumps hold great promise for micro/mesofluidic systems such as lab-on-a-chip technologies. However, to date, no current work has studied the interaction of these micro-pumps with biofluids such as blood and protein-rich fluids. In this study, the effects of organic fouling due to egg albumin and bovine whole blood are characterized using stroboscopic high-speed imaging and a custom deep learning neural network based on transfer learning of RESNET-18. It was found that the growth of a fouling film inhibited vapor bubble formation. A new metric to quantify the extent of fouling was proposed using the decrease in vapor bubble area as a function of the number of micro-pump firing events. Fouling due to egg albumin and bovine whole blood was found to significantly degrade pump performance as well as the lifetime of thermal bubble-driven micro-pumps to less than 104 firings, which may necessitate the use of protective thin film coatings to prevent the buildup of a fouling layer.
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Affiliation(s)
- Brandon Hayes
- Paul M. Rady Department of Mechanical Engineering, University of Colorado Boulder, Boulder, Colorado, USA
| | - Cillian Murphy
- Paul M. Rady Department of Mechanical Engineering, University of Colorado Boulder, Boulder, Colorado, USA
- School of Mechanical and Materials Engineering, University College Dublin, Dublin, Ireland
| | - Janeth Marquez Rubio
- Department of Biomedical Engineering, University of Colorado Boulder, Boulder, Colorado, USA
| | - Daimean Solis
- Department of Biomedical Engineering, University of Colorado Boulder, Boulder, Colorado, USA
| | - Kaushik Jayaram
- Paul M. Rady Department of Mechanical Engineering, University of Colorado Boulder, Boulder, Colorado, USA
| | - Robert MacCurdy
- Paul M. Rady Department of Mechanical Engineering, University of Colorado Boulder, Boulder, Colorado, USA
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Barton F, Spencer BF, Tartèse R, Graham J, Shaw S, Morris K, Lloyd JR. The potential role of biofilms in promoting fouling formation in radioactive discharge pipelines. BIOFOULING 2023; 39:785-799. [PMID: 37877442 DOI: 10.1080/08927014.2023.2269532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 10/05/2023] [Indexed: 10/26/2023]
Abstract
Nuclear facility discharge pipelines accumulate inorganic and microbial fouling and radioactive contamination, however, research investigating the mechanisms that lead to their accumulation is limited. Using the Sellafield discharge pipeline as a model system, this study utilised modified Robbins devices to investigate the potential interplay between inorganic and biological processes in supporting fouling formation and radionuclide uptake. Initial experiments showed polyelectrolytes (present in pipeline effluents), had minimal effects on fouling formation. Biofilms were, however, found to be the key component promoting fouling, leading to increased uptake of inorganic particulates and metal contaminants (Cs, Sr, Co, Eu and Ru) compared to a non-biofilm control system. Biologically-mediated uptake mechanisms were implicated in Co and Ru accumulation, with a potential bioreduced Ru species identified on the biofilm system. This research emphasised the key role of biofilms in promoting fouling in discharge pipelines, advocating for the use of biocide treatments methods.
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Affiliation(s)
- Franky Barton
- Research Centre for Radwaste Disposal and Williamson Research Centre for Molecular Environmental Science, Department of Earth and Environmental Sciences, The University of Manchester, Manchester, United Kingdom
| | - Ben F Spencer
- Henry Royce Institute and Department of Materials, School of Natural Sciences, The University of Manchester, Manchester, United Kingdom
| | - Romain Tartèse
- Research Centre for Radwaste Disposal and Williamson Research Centre for Molecular Environmental Science, Department of Earth and Environmental Sciences, The University of Manchester, Manchester, United Kingdom
| | - James Graham
- National Nuclear Laboratory, Central Laboratory, Sellafield, Seascale, Cumbria, United Kingdom
| | - Samuel Shaw
- Research Centre for Radwaste Disposal and Williamson Research Centre for Molecular Environmental Science, Department of Earth and Environmental Sciences, The University of Manchester, Manchester, United Kingdom
| | - Katherine Morris
- Research Centre for Radwaste Disposal and Williamson Research Centre for Molecular Environmental Science, Department of Earth and Environmental Sciences, The University of Manchester, Manchester, United Kingdom
| | - Jonathan R Lloyd
- Research Centre for Radwaste Disposal and Williamson Research Centre for Molecular Environmental Science, Department of Earth and Environmental Sciences, The University of Manchester, Manchester, United Kingdom
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Lin L, Li X, Gao H, Xu H, Starostin SA, Ostrikov KK, Hessel V. Microfluidic Plasma-Based Continuous and Tunable Synthesis of Ag–Au Nanoparticles and Their SERS Properties. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c04048] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Liangliang Lin
- The Key Laboratory of Synthetic and Biological Colloids, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China
- Key Laboratory of Nanodevices of Jiangsu Province, Suzhou 215123, China
| | - Xuanhe Li
- The Key Laboratory of Synthetic and Biological Colloids, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China
| | - Haiyan Gao
- The Key Laboratory of Synthetic and Biological Colloids, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China
| | - Hujun Xu
- The Key Laboratory of Synthetic and Biological Colloids, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China
| | - Sergey A. Starostin
- FUJIFILM Manufacturing Europe B.V., Tilburg Research Labs, P. O. Box 90156, 5047 TK Tilburg, Netherlands
| | - Kostya Ken Ostrikov
- School of Chemistry and Physics and QUT Centre for Materials Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia
| | - Volker Hessel
- School of Chemical Engineering and Advanced Materials, The University of Adelaide, North Terrace Campus, Adelaide 5005, Australia
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Cirillo AI, Tomaiuolo G, Guido S. Membrane Fouling Phenomena in Microfluidic Systems: From Technical Challenges to Scientific Opportunities. MICROMACHINES 2021; 12:820. [PMID: 34357230 PMCID: PMC8305447 DOI: 10.3390/mi12070820] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/08/2021] [Accepted: 07/09/2021] [Indexed: 12/13/2022]
Abstract
The almost ubiquitous, though undesired, deposition and accumulation of suspended/dissolved matter on solid surfaces, known as fouling, represents a crucial issue strongly affecting the efficiency and sustainability of micro-scale reactors. Fouling becomes even more detrimental for all the applications that require the use of membrane separation units. As a matter of fact, membrane technology is a key route towards process intensification, having the potential to replace conventional separation procedures, with significant energy savings and reduced environmental impact, in a broad range of applications, from water purification to food and pharmaceutical industries. Despite all the research efforts so far, fouling still represents an unsolved problem. The complex interplay of physical and chemical mechanisms governing its evolution is indeed yet to be fully unraveled and the role played by foulants' properties or operating conditions is an area of active research where microfluidics can play a fundamental role. The aim of this review is to explore fouling through microfluidic systems, assessing the fundamental interactions involved and how microfluidics enables the comprehension of the mechanisms characterizing the process. The main mathematical models describing the fouling stages will also be reviewed and their limitations discussed. Finally, the principal dynamic investigation techniques in which microfluidics represents a key tool will be discussed, analyzing their employment to study fouling.
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Affiliation(s)
- Andrea Iginio Cirillo
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, University of Naples Federico, 80125 Naples, Italy; (A.I.C.); (S.G.)
- CEINGE Advanced Biotechnologies, 80131 Naples, Italy
| | - Giovanna Tomaiuolo
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, University of Naples Federico, 80125 Naples, Italy; (A.I.C.); (S.G.)
- CEINGE Advanced Biotechnologies, 80131 Naples, Italy
| | - Stefano Guido
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, University of Naples Federico, 80125 Naples, Italy; (A.I.C.); (S.G.)
- CEINGE Advanced Biotechnologies, 80131 Naples, Italy
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Zhang S, Tang X, Zheng H, Wang D, Xie Z, Ding W, Zheng X. Combination of bacitracin-based flocculant and surface enhanced Raman scattering labels for flocculation, identification and sterilization of multiple bacteria in water treatment. JOURNAL OF HAZARDOUS MATERIALS 2021; 407:124389. [PMID: 33183843 DOI: 10.1016/j.jhazmat.2020.124389] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 10/10/2020] [Accepted: 10/23/2020] [Indexed: 06/11/2023]
Abstract
Bacteria, especially antibiotic-resistant bacteria, in water threaten public health in countries. Simultaneous flocculation, sterilization and identification of bacteria are great challenge in water treatment. Herein we presented a three-in-one compound through combining a novel Bacitracin-based flocculant (B-g-PAMDAC) and surface enhanced Raman scattering (SERS) labels, the modified Au@AgNPs using graphene oxide (GO) and 4-mercaptophenylboronic acid (4-MPBA). B-g-PAMDAC with bactericidal groups and microblock structure was synthesized via copolymerization and self-assembly. Its functional groups and microblock structure contributed to the excellent performance in flocculation of bacteria. 4-MPBA as bacterial capture bound to the bacterial cell membrane and contributed to recognition of bacteria in flocculation. Bacteria aggregating around Au@AgNPs resulted in abundant "hot spots" and strong Raman signals. SERS labels obviously improved the sensitivity, accuracy and stability of bacteria identification even at low bacterial concentration of 1 × 103 CFU mL-1. They presented distinct fingerprints of bacteria, Escherichia coli, Pseudomonas aeruginosa, Bacillus cereus and Enterococcus faecalis, in Raman mappings. Bacitracin improved sterilization efficiency of B-g-PAMDAC in four bacteria treatment in terms of sterilization rate and time. β-galactosidase and respiratory activity of bacteria revealed sterilization mechanism of B-g-PAMDAC that changed permeability of cell membrane before it reduced the respiration activity of bacteria and ruptured cell wall.
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Affiliation(s)
- Shixin Zhang
- Key laboratory of the three Gorges Reservoir Region's Eco-Environment, State Ministry of Education, Chongqing University, Chongqing 400045, PR China.
| | - Xiaomin Tang
- Key laboratory of the three Gorges Reservoir Region's Eco-Environment, State Ministry of Education, Chongqing University, Chongqing 400045, PR China; Chongqing Key Laboratory of Catalysis & New Environmental Materials, College of Environment and Resources, Chongqing Technology and Business University, Chongqing 400067, PR China.
| | - Huaili Zheng
- Key laboratory of the three Gorges Reservoir Region's Eco-Environment, State Ministry of Education, Chongqing University, Chongqing 400045, PR China.
| | - Dongsheng Wang
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, PR China
| | - Zongli Xie
- CSIRO Manufacturing, Private bag 10, Clayton South VIC 3169, Australia
| | - Wei Ding
- Key laboratory of the three Gorges Reservoir Region's Eco-Environment, State Ministry of Education, Chongqing University, Chongqing 400045, PR China
| | - Xinyu Zheng
- Key laboratory of the three Gorges Reservoir Region's Eco-Environment, State Ministry of Education, Chongqing University, Chongqing 400045, PR China
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O'Brien CP. A perspective on the application of operando characterization to probe the structure, performance, and dynamics of membranes under realistic operating conditions. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2020.118751] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Rabizadeh T, Peacock CL, Benning LG. Investigating the Effectiveness of Phosphonate Additives in Hindering the Calcium Sulfate Dihydrate Scale Formation. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c03600] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Taher Rabizadeh
- Department of Materials Engineering, Faculty of Mechanical Engineering, University of Tabriz, 51666-16471 Tabriz, Iran
- School of Earth and Environment, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - Caroline L. Peacock
- School of Earth and Environment, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - Liane G. Benning
- School of Earth and Environment, University of Leeds, Leeds LS2 9JT, United Kingdom
- GFZ German Research Centre for Geosciences, Telegrafenberg, 14473 Potsdam, Germany
- Department of Earth Sciences, Free University of Berlin, 12249 Berlin, Germany
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Real-time detection of early-stage calcium sulfate and calcium carbonate scaling using Raman spectroscopy. J Memb Sci 2020. [DOI: 10.1016/j.memsci.2019.117603] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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