• Open Access
  • Article
Evaluation and Prevention of Biofilm Formation on Stainless Steel Sensor Mesh for Effective Biofouling Mitigation
  • Junhui Chen 1,   
  • Yuting Li 1,   
  • Archer Anderson 1,   
  • Shan Liu 1, 2,   
  • Leilei Dai 1,   
  • Lu Wang 1,   
  • Mark Gino K. Galang 3,   
  • Yuchuan Wang 1,   
  • Juer Liu 1,   
  • Nan Zhou 1,   
  • Yuxi Chen 1,   
  • Xiangyang Lin 4,   
  • Kirk Cobb 1,   
  • Roger Ruan 1, *

Received: 12 May 2025 | Revised: 11 Jun 2025 | Accepted: 01 Jul 2025 | Published: 08 Jul 2025

Abstract

This study evaluated strategies for preventing biofilm formation on stainless steel sensor mesh screens by integrating anti-fouling approaches and applying mathematical models to stimulate biofilm elimination during anti-fouling processes. Results showed that the proposed sensor mesh housing equipped with an external low-level strength electric field effectively reduced microbial biofilm formation and mitigated sensor mesh biofouling. Additionally, the combined application of the alternating electric field and ultrasonic irradiation significantly enhanced biofilm prevention and control. Anti-fouling tests conducted in natural lake water revealed that microalgae and bacteria can form biofilms on stainless steel screen electrodes in a time-dependent manner, with the 48-h time interval being crucial for cell adhesion and biofilm formation. Moreover, the dynamic process of biofilm elimination during ultrasonic treatment was successfully simulated using different mathematic models, demonstrating their suitability for describing these anti-fouling processes. This work provides valuable insights into the protection of water-monitoring sensors and probes, and to minimize biofouling through the combined use of stainless steel mesh, electric field, and ultrasonic irradiation to ensure long-term performance of sensors in aquatic high-fouling environments.

References 

  • 1.
    Delgado, A.; Briciu-Burghina, C.; Regan, F. Antifouling Strategies for Sensors Used in Water Monitoring: Review and Future Perspectives. Sensors 2021, 21, 389. https://doi.org/10.3390/s21020389.
  • 2.
    Davidson, I.; Scianni, C.; Hewitt, C.; et al. Mini-review: Assessing the drivers of ship biofouling management--aligning industry and biosecurity goals. Biofouling 2016, 32, 411–428. https://doi.org/10.1080/08927014.2016.1149572.
  • 3.
    Dobretsov, S.; Rittschof, D. “Omics” Techniques Used in Marine Biofouling Studies. Int. J. Mol. Sci. 2023, 24, 10518. https://doi.org/10.3390/ijms241310518.s
  • 4.
    Cheah, Y.T.; Chan, D.J.C. Physiology of microalgal biofilm: a review on prediction of adhesion on substrates. Bioengineered 2021, 12, 7577–7599. https://doi.org/10.1080/21655979.2021.1980671.
  • 5.
    AlSawaftah, N.; Abuwatfa, W.; Darwish, N.; et al. A Review on Membrane Biofouling: Prediction, Characterization, and Mitigation. Membranes 2022, 12, 1271. https://doi.org/10.3390/membranes12121271.
  • 6.
    Delgado, A.; Power, S.; Richards, C.; et al. Establishment of an antifouling performance index derived from the assessment of biofouling on typical marine sensor materials. Sci. Total Environ. 2023, 887, 164059. https://doi.org/10.1016/j.scitotenv.2023.164059.
  • 7.
    Krishnan, S.; Giwa, A. Advances in real-time water quality monitoring using triboelectric nanosensors. J. Mater. Chem. A 2025, 13, 11134–11158. https://doi.org/10.1039/d4ta08871a.
  • 8.
    Gizer, G.; Önal, U.; Ram, M.; et al. Biofouling and Mitigation Methods: A Review. Biointerface Res. Appl. Chem. 2023, 13, 185. https://doi.org/10.33263/Briac132.185.
  • 9.
    Al-Qwairi, F.O.; Shah, S.S.; Shabi, A.H.; et al. Stainless Steel Mesh in Electrochemistry: Comprehensive Applications and Future Prospects. Chem. Asian J. 2024, 19, e202400314. https://doi.org/10.1002/asia.202400314.
  • 10.
    Chen, C.; Wang, Y.; Ge, F.F. Construction of corrosion resistant stainless steel mesh and the design for protecting optical window free from biofouling. OcEng 2022, 264, 112564. https://doi.org/10.1016/j.oceaneng.2022.112564.
  • 11.
    Perez-Roa, R.E.; Tompkins, D.T.; Paulose, M.; et al. Effects of localised, low-voltage pulsed electric fields on the development and inhibition of Pseudomonas aeruginosa biofilms. Biofouling 2006, 22, 383–390. https://doi.org/10.1080/08927010601053541.
  • 12.
    Yeh, P.Y.J.; Kizhakkedathu, J.N.; Madden, J.D.; et al. Electric field and Vibration-assisted nanomolecule desorption and anti-biofouling for biosensor applications. Colloids Surf. B Biointerfaces 2007, 59, 67–73. https://doi.org/10.1016/j.colsurfb.2007.04.007.
  • 13.
    Long, Y.; Yu, Y.H.; Yin, X.; et al. Effective anti-biofouling enabled by surface electric disturbance from water wave-driven nanogenerator. Nano Energy 2019, 57, 558–565. https://doi.org/10.1016/j.nanoen.2018.12.069.
  • 14.
    Shen, Y.X.; Badireddy, A.R. A Critical Review on Electric Field-Assisted Membrane Processes: Implications for Fouling Control, Water Recovery, and Future Prospects. Membranes 2021, 11, 820. https://doi.org/10.3390/membranes11110820.
  • 15.
    Aghapour Aktij, S.; Taghipour, A.; Rahimpour, A.; et al. A critical review on ultrasonic-assisted fouling control and cleaning of fouled membranes. Ultra 2020, 108, 106228. https://doi.org/10.1016/j.ultras.2020.106228.
  • 16.
    Pérez, A.R.; Escalante, K.E. The Evolution of Sonochemistry: From the Beginnings to Novel Applications. Chempluschem 2024, 89, e202300660. https://doi.org/10.1002/cplu.202300660.
  • 17.
    Legg, M.; Yücel, M.K.; de Carellan, I.G.; et al. Acoustic methods for biofouling control: A review. OcEng 2015, 103, 237–247. https://doi.org/10.1016/j.oceaneng.2015.04.070.
  • 18.
    Fu, Q.; Song, G.L.; Yao, X.R. Biofouling and corrosion of magnesium alloys WE43 and AM60 by Chlorella vulgaris in artificial seawater. Corros. Sci. 2025, 250, 112884. https://doi.org/10.1016/j.corsci.2025.112884.
  • 19.
    Zhang, Q.; Yang, Z.T.; Xia, Y.G.; et al. A durable anti-corrosion and anti-fouling polyurea coating with oil-infused superhydrophobic diatomaceous earth@SiO2 cells. Colloids Surf. Physicochem. Eng. Asp. 2025, 714, 136569. https://doi.org/10.1016/j.colsurfa.2025.136569.
  • 20.
    Mustapha, A.T.; Zhou, C.S.; Amanor-Atiemoh, R.; et al. Kinetic modeling of inactivation of natural microbiota and Escherichia coli on cherry tomato treated with fixed multi-frequency sonication. Ultrason. Sonochem. 2020, 64, 105035. https://doi.org/10.1016/j.ultsonch.2020.105035.
  • 21.
    Shao, L.T.; Dong, Y.; Chen, X.J.; et al. Modeling the elimination of mature biofilms formed by Staphylococcus aureus and Salmonella spp. Using combined ultrasound and disinfectants. Ultrason. Sonochem. 2020, 69, 105269. https://doi.org/10.1016/j.ultsonch.2020.105269.
  • 22.
    Chen, J.H.; Wei, D.; Lim, P.E.; et al. Screening and effect evaluation of chemical inducers for enhancing astaxanthin and lipid production in mixotrophic Chromochloris zofingiensis. J. Appl. Phycol. 2022, 34, 159–176. https://doi.org/10.1007/s10811-021-02618-6.
  • 23.
    Ughy, B.; Nagyapati, S.; Lajko, D.B.; et al. Reconsidering Dogmas about the Growth of Bacterial Populations. Cells 2023, 12, 1430. https://doi.org/10.3390/cells12101430.
  • 24.
    Fadlallah, H.; Peerhossaini, H.; De Groot, C.; et al. Motility Response to Hydrodynamic Stress During the Growth Cycle in Active Fluid Suspensions. J. Fluids Eng. Trans. ASME 2021, 143, 074501. https://doi.org/10.1115/1.4050054.
  • 25.
    Hashemi, S.M.B.; Roohi, R.; Mahmoudi, M.R.; et al. Modeling inactivation of Listeria monocytogenes, Shigella sonnei, Byssochlamys fulva and Saccharomyces cerevisiae and ascorbic acid and β-carotene degradation kinetics in tangerine juice by pulsed-thermosonication. LWT Food Sci. Technol. 2019, 111, 612–621. https://doi.org/10.1016/j.lwt.2019.05.060.
  • 26.
    Gule, N.P.; Begum, N.M.; Klumperman, B. Advances in biofouling mitigation: A review. Crit. Rev. Environ. Sci. Technol. 2016, 46, 535–555. https://doi.org/10.1080/10643389.2015.1114444.
  • 27.
    Li, C.Y.; Guo, X.Y.; Wang, X.; et al. Membrane fouling mitigation by coupling applied electric field in membrane system: Configuration, mechanism and performance. Electrochim. Acta 2018, 287, 124–134. https://doi.org/10.1016/j.electacta.2018.06.150.
  • 28.
    Tong, C.Y.; Chua, M.X.; Tan, W.H.; et al. Microalgal extract as bio-coating to enhance biofilm growth of marine microalgae on microporous membranes. Chemosphere 2023, 315, 137712. https://doi.org/10.1016/j.chemosphere.2022.137712.
  • 29.
    Erwin, E.G.; McLaughlin, D.L.; Stewart, R.D. Installation Matters: Implications for In Situ Water Quality Monitoring. Water Resour. Res. 2021, 57, e2020WR028294. https://doi.org/10.1029/2020WR028294.
  • 30.
    Pandit, S.; Shanbhag, S.; Mauter, M.; et al. Influence of Electric Fields on Biofouling of Carbonaceous Electrodes. Environ. Sci. Technol. 2017, 51, 10022–10030. https://doi.org/10.1021/acs.est.6b06339.
  • 31.
    Chen, X.; Noy, A. Antifouling strategies for protecting bioelectronic devices. APL Mater. 2021, 9, 020701. https://doi.org/10.1063/5.0029994.
  • 32.
    Thamaraiselvan, C.; Ronen, A.; Lerman, S.; et al. Low voltage electric potential as a driving force to hinder biofouling in self-supporting carbon nanotube membranes. Water Res. 2018, 129, 143–153. https://doi.org/10.1016/j.watres.2017.11.004.
  • 33.
    Koren, K.; McGraw, C.M. Let’s Talk about Slime; or Why Biofouling Needs More Attention in Sensor Science. ACS Sens. 2023, 8, 2432–2439. https://doi.org/10.1021/acssensors.3c00961.
  • 34.
    Alotaibi, G.F.; Bukhari, M.A. Factors influencing bacterial biofilm formation and development. Am. J. Biomed. Sci. Res 2021, 12, 617–626. https://doi.org/10.34297/AJBSR.2021.12.001820.
  • 35.
    Zhao, A.L.; Sun, J.Z.; Liu, Y.P. Understanding bacterial biofilms: From definition to treatment strategies. Front. Cell. Infect. Microbiol. 2023, 13, 1137947. https://doi.org/10.3389/fcimb.2023.1137947.
  • 36.
    Elcik, H.; Alpatova, A.; Gonzalez-Gil, G.; et al. Elucidating biofouling over thermal and spatial gradients in seawater membrane distillation in hot climatic conditions. Water Res. 2022, 223, 118983. https://doi.org/10.1016/j.watres.2022.118983.
  • 37.
    Villanueva, V.D.; Font, J.; Schwartz, T.; et al. Biofilm formation at warming temperature: acceleration of microbial colonization and microbial interactive effects. Biofouling 2011, 27, 59–71. https://doi.org/10.1080/08927014.2010.538841.
  • 38.
    Kunlasubpreedee, P.; Tobino, T.; Nakajima, F. Influence of High-Frequency, Low-Voltage Alternating Electric Fields on Biofilm Development Processes of Escherichia coli and Pseudomonas aeruginosa. Water 2023, 15, 3055. https://doi.org/10.3390/w15173055.
  • 39.
    Bai, M.; Dai, J.M.; Li, C.Z.; et al. Antibacterial and antibiofilm performance of low-frequency ultrasound against Escherichia coli O157:H7 and its application in fresh produce. Int. J. Food Microbiol. 2023, 400, 110266. https://doi.org/10.1016/j.ijfoodmicro.2023.110266.
  • 40.
    Carneiro, C.R.; Leite, N.N.; Oliveira, A.V.D.; et al. Mathematical modeling for the prediction of biofilm formation and removal in the food industry as strategy to control microbiological resistance. Food Res. Int. 2024, 197, 115248. https://doi.org/10.1016/j.foodres.2024.115248.
  • 41.
    Cha, M.Y.; Ha, J.W. Low-energy X-ray irradiation effectively inactivates major foodborne pathogen biofilms on various food contact surfaces. Food Microbiol. 2022, 106, 104054. https://doi.org/10.1016/j.fm.2022.104054.
  • 42.
    Panigrahi, C.; Mishra, H.N.; De, S. Modelling the inactivation kinetics of Leuconostoc mesenteroides, Saccharomyces cerevisiae, and total coliforms during ozone treatment of sugarcane juice. LWT Food Sci. Technol. 2021, 144, 111218. https://doi.org/10.1016/j.lwt.2021.111218.
  • 43.
    Esua, O.J.; Sun, D.W.; Ajani, C.K.; et al. Modelling of inactivation kinetics of Escherichia coli and Listeria monocytogenes on grass carp treated by combining ultrasound with plasma functionalized buffer. Ultrason. Sonochem. 2022, 88, 106086. https://doi.org/10.1016/j.ultsonch.2022.106086.
Share this article:
How to Cite
Chen, J.; Li, Y.; Anderson, A.; Liu, S.; Dai, L.; Wang, L.; Galang, M. G. K.; Wang, Y.; Liu, J.; Zhou, N.; Chen, Y.; Lin, X.; Cobb, K.; Ruan, R. Evaluation and Prevention of Biofilm Formation on Stainless Steel Sensor Mesh for Effective Biofouling Mitigation. Algae and Environment 2025, 1 (1), 4. https://doi.org/10.53941/algaeenviron.2025.100004.
RIS
BibTex
Copyright & License
article copyright Image
Copyright (c) 2025 by the authors.