Characterization of organic fouling on thermal bubble-driven micro-pumps.

IF 2.6 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Biofouling Pub Date : 2024-03-01 Epub Date: 2024-05-24 DOI:10.1080/08927014.2024.2353034
Brandon Hayes, Cillian Murphy, Janeth Marquez Rubio, Daimean Solis, Kaushik Jayaram, Robert MacCurdy
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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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热气泡驱动微型泵上有机污垢的表征。
热气泡驱动微型泵是一种即将问世的微型执行器技术,可直接集成到微型/介流体通道中,没有活动部件,并可利用现有的大规模生产制造方法。这些微型泵由一个大功率微电阻器组成,它能在微秒内沸腾流体,产生高压蒸汽泡,从而执行机械功。因此,这些微型泵在微型/介流体系统(如片上实验室技术)中大有可为。然而,迄今为止,还没有研究过这些微型泵与血液和富含蛋白质的流体等生物流体之间的相互作用。在本研究中,利用频闪高速成像技术和基于 RESNET-18 迁移学习的定制深度学习神经网络,对鸡蛋白蛋白和牛全血造成的有机污垢的影响进行了表征。研究发现,污垢膜的生长抑制了气泡的形成。利用汽泡面积的减少与微泵点火次数的函数关系,提出了量化污垢程度的新指标。研究发现,鸡蛋白蛋白和牛全血造成的污垢会显著降低泵的性能,并使热气泡驱动微型泵的使用寿命缩短到 104 次以下,因此有必要使用保护性薄膜涂层来防止污垢层的形成。
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来源期刊
Biofouling
Biofouling 生物-海洋与淡水生物学
CiteScore
5.00
自引率
7.40%
发文量
57
审稿时长
1.7 months
期刊介绍: Biofouling is an international, peer-reviewed, multi-discliplinary journal which publishes original articles and mini-reviews and provides a forum for publication of pure and applied work on protein, microbial, fungal, plant and animal fouling and its control, as well as studies of all kinds on biofilms and bioadhesion. Papers may be based on studies relating to characterisation, attachment, growth and control on any natural (living) or man-made surface in the freshwater, marine or aerial environments, including fouling, biofilms and bioadhesion in the medical, dental, and industrial context. Specific areas of interest include antifouling technologies and coatings including transmission of invasive species, antimicrobial agents, biological interfaces, biomaterials, microbiologically influenced corrosion, membrane biofouling, food industry biofilms, biofilm based diseases and indwelling biomedical devices as substrata for fouling and biofilm growth, including papers based on clinically-relevant work using models that mimic the realistic environment in which they are intended to be used.
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