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Experimental and theoretical investigation of microfluid mechanics of liquid actuation between parallel plates 平行板间液体驱动的微流体力学实验与理论研究
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-18 DOI: 10.1007/s10404-025-02857-w
Fu-Yu Chang, Chih-Wei Chen, Shih-Hung Lin, Chun-Hong Chen

Liquid transport between parallel electrodes by electrowetting on dielectric (EWOD) is an effective method for microfluid manipulation in many applications. However, the mechanics of liquid motion are complex since many parameters and forces (i.e., electric force, surface tension force, contact line friction force, and viscous force) influence the liquid motion. In this study, we present a new electromechanical model to analyse the transient dnamics of liquid motion. Three common liquids (NaCl and KCl solutions: 3*10− 4 S/m and DI water: 1.5*10− 3 S/m) are used to verify our model at three frequencies (i.e., 1 kHz, 10 kHz and 100 kHz). Compared to previous studies, there are three novel features of this study: (1) the absolute value of complex permittivity was added into the model to clarify conductivity-dependent and frequency-dependent liquid motion; (2) the conductivity-dependent and frequency-dependent transient dynamics of liquid motion were investigated; and (3) four conductivity-dependent and frequency-dependent forces were investigated. In the model, the electric force and surface tension force are constant during the full process of liquid motion. The liquid moves slowly with time since the viscous force increases with time. In addition, NaCl and KCl solutions also showed similar behaviour since their conductivities and other experimental conditions are the same. In this work, the experimental data showed good agreement with theoretical predictions. Our model can successfully clarify the conductivity-dependent and frequency-dependent transient behaviour of liquid motion. The developed model can be used to predict the dynamics of fluids in parallel-plate microfluidic devices for many applications.

介质上电润湿(EWOD)在平行电极间的液体传输是微流体控制的有效方法。然而,液体运动的力学是复杂的,因为许多参数和力(即电力、表面张力、接触线摩擦力和粘性力)影响液体运动。在这项研究中,我们提出了一个新的机电模型来分析液体运动的瞬态动力学。使用三种常见液体(NaCl和KCl溶液:3*10 - 4 S/m和DI水:1.5*10 - 3 S/m)在三个频率(即1 kHz, 10 kHz和100 kHz)下验证我们的模型。与以往的研究相比,本研究有三个新特点:(1)在模型中加入复介电常数的绝对值,以澄清与电导率相关和与频率相关的液体运动;(2)研究了液体运动的瞬态动力学与电导率和频率的关系;(3)研究了四种与电导率和频率相关的力。在该模型中,在液体运动的整个过程中,电磁力和表面张力都是恒定的。液体随时间缓慢移动,因为粘性力随时间增加。此外,NaCl和KCl溶液也表现出相似的行为,因为它们的电导率和其他实验条件相同。在这项工作中,实验数据与理论预测一致。我们的模型可以成功地阐明液体运动的电导率依赖和频率依赖的瞬态行为。所建立的模型可用于许多应用中平行板微流控装置的流体动力学预测。
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引用次数: 0
Nanosensors-based integrated microfluidic devices for therapeutic drug monitorIng of fentanyl citrate, tramadol, and pethidine in blood plasma 基于纳米传感器的集成微流控装置用于监测血浆中枸橼酸芬太尼、曲马多和哌替啶的治疗药物
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-10 DOI: 10.1007/s10404-025-02854-z
Baheya Abdulbaqi Alaziz, Mundher Al-Shakban, Zaidon T. Al-aqbi

Therapeutic drug monitoring (TDM) is essential for giving patients a prompt and precise dosage to increase effectiveness and reduce toxicity. The study of TDM is crucial at present due to their widespread use for both legal and illegal medical purposes. Many researchers in various studies have used nanomaterials for drug detection in general, but few have used this technique for detecting drugs. Here, a 3D-printed microfluidic device with a novel design is presented for the detection of narcotic drugs in blood plasma samples. Various diagnostic measurements, such as UV, XRD, FESEM, TEM, FT-IR, and zeta potential, were conducted to characterize the synthetic nanoparticles. The study indicated that the best elements used in the detection of narcotic drugs are silver, cobalt, and copper-nickel bimetallic particles. The device is portable and simple to use, and the method that was demonstrated good linearities (R2 > 0.98). The relative standard deviation (RSD%) was less than 10% (n = 3), suggesting high precision, and the limit of detection (LOD) values for fentanyl citrate, tramadol hydrochloride, and pethidine hydrochloride were estimated to be0.143 mg/L, 0.241 mg/L, and 0.347 mg/L, respectively, and the limit of quantification (LOQ) was 0.584 mg/L, 0.748 mg/L, and 0.946 mg/L, respectively. This low-cost, point-of-care (POC) approach may improve patient and physician convenience, make treatments safer, and expand the availability of TDM in various locations.

治疗性药物监测(TDM)对于给予患者及时准确的剂量以增加疗效和减少毒性至关重要。由于TDM广泛用于合法和非法的医疗目的,目前对其的研究至关重要。一般来说,许多研究人员在各种研究中都使用纳米材料进行药物检测,但很少有人将这种技术用于药物检测。本文提出了一种具有新颖设计的3d打印微流体装置,用于检测血浆样品中的麻醉药物。各种诊断测量,如UV, XRD, FESEM, TEM, FT-IR和zeta电位,进行了表征合成纳米颗粒。研究表明,用于麻醉药品检测的最佳元素是银、钴和铜镍双金属颗粒。仪器便携,使用简单,方法线性良好(R2 > 0.98)。相对标准偏差(RSD%) < 10% (n = 3),精密度较高,柠檬酸芬太尼、盐酸曲马多和盐酸哌啶的检出限分别为0.143 mg/L、0.241 mg/L和0.347 mg/L,定量限分别为0.584 mg/L、0.748 mg/L和0.946 mg/L。这种低成本的护理点(POC)方法可以改善患者和医生的便利性,使治疗更安全,并在不同地点扩大TDM的可用性。
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引用次数: 0
3D printed microfluidic device for combined thermal and fluorescence analysis 3D打印热荧光联合分析微流控装置
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-03 DOI: 10.1007/s10404-025-02851-2
Derek Sanchez, Robert Macdonald, Brendan Mitchell, Marshall Rawlins, Jansen Engelbrecht, Gregory P. Nordin, Adam T. Woolley, Troy R. Munro

Because temperature is one of the environmental factors that can influence chemical kinetics and fluid properties, there is a need for microfluidic devices that can control the temperature uniformity of the reaction zone to minimize errors in the analysis. A novel microfluidic device design leveraging the spatial freedom enabled through stereolithographic (SLA) 3D printing is presented. Building on advances in high resolution fabrication, a microfluidic device was created that can heat a sample volume of 5 (mu L) between 30-90(^circ C) with a spatial temperature variation of 0.3(^circ C) or less. To achieve this level of spatial uniformity, the design incorporates removable support structures, channels for liquid metal loading to act as heating elements, and a central suspended hexagonal segment to provide thermal isolation from external connections and multi-axis heating. This device also features complete internal optical access for fluorescence-based measurements. Optimization of the temperatures within the device was performed using COMSOL multi-physics and validated against experimental measurements. The applicability and limitations of this device for DNA analysis are discussed, particularly the observed interactions between the PEGDA device and water or oil-based solutions at sustained higher temperatures.

由于温度是影响化学动力学和流体性质的环境因素之一,因此需要能够控制反应区的温度均匀性的微流体装置,以尽量减少分析中的误差。提出了一种利用立体光刻(SLA) 3D打印实现空间自由的新型微流控装置设计。基于高分辨率制造技术的进步,一种微流体装置被创造出来,它可以加热体积为5 (mu L)的样品,在30-90 (^circ C)之间,空间温度变化为0.3 (^circ C)或更小。为了达到这种水平的空间均匀性,设计结合了可移动的支撑结构,液态金属装载通道作为加热元件,以及中央悬挂的六角形部分,以提供与外部连接和多轴加热的热隔离。该设备还具有完整的内部光学通道,用于基于荧光的测量。使用COMSOL多物理场对设备内的温度进行了优化,并根据实验测量结果进行了验证。讨论了该装置在DNA分析中的适用性和局限性,特别是在持续较高温度下PEGDA装置与水或油基溶液之间观察到的相互作用。
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引用次数: 0
Quantifying and modeling loss of estrogen and progesterone in PDMS-based devices 基于pdm的装置中雌激素和孕激素损失的量化和建模
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-03 DOI: 10.1007/s10404-025-02852-1
Nathaniel G. Hermann, Richard A. Ficek, Dmitry A. Markov, Lisa J. McCawley, M. Shane Hutson

An early study on the biological consequences of using polydimethysiloxane (PDMS) for microfluidic cell culture reported that estrogens could be sequestered by PDMS; however, the PDMS interaction parameters of specific hormones have not been reported. Without these parameters, it is not possible to assess whether such sequestration is a problem for a particular device and flow rate combination. Here we quantify chemical-PDMS interactions for a commonly used estrogen and two additional steroid-class hormones: estradiol, aldosterone, and progesterone. We find that aldosterone does not detectably interact with PDMS; estradiol interacts modestly; and progesterone interacts strongly. Based on these measured interactions, we computationally model dynamic dosing protocols based on pulsed/bolus delivery and circadian control. We show that interactions with PDMS can strongly disrupt these dynamic dosing protocols in a chemical-specific and flow-rate-dependent manner. Notably, estradiol-PDMS interactions can have significant impacts under static conditions or low flow rates, but those impacts become negligible at higher flow rates. These results have critical implications for the use of steroid hormones in PDMS-based microfluidic devices.

一项关于使用聚二甲基硅氧烷(PDMS)进行微流控细胞培养的生物学后果的早期研究报告称,PDMS可以隔离雌激素;然而,特定激素的PDMS相互作用参数尚未见报道。如果没有这些参数,就不可能评估这种隔离对特定装置和流量组合是否有问题。在这里,我们量化了一种常用的雌激素和另外两种类固醇类激素(雌二醇、醛固酮和黄体酮)的化学- pdms相互作用。我们发现醛固酮不能检测到与PDMS的相互作用;雌二醇相互作用适度;黄体酮相互作用强烈。基于这些测量到的相互作用,我们计算了基于脉冲/丸给药和昼夜节律控制的动态给药方案模型。我们发现,与PDMS的相互作用可以以化学特异性和流速依赖的方式强烈破坏这些动态给药方案。值得注意的是,雌二醇- pdms相互作用在静态条件下或低流速下会产生显著影响,但在高流速下这些影响可以忽略不计。这些结果对在pdm微流控装置中使用类固醇激素具有重要意义。
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引用次数: 0
Dynamics and stability of a micro-shell subjected to swirling annular flow considering Knudsen number 考虑Knudsen数的旋转环流作用下微壳的动力学和稳定性
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-31 DOI: 10.1007/s10404-025-02853-0
Wenbo Ning, Haoxian Wang, Jiading Yuan, Yulong Xu, Quanquan Yang, Yuehong Liu

This study analyzes the dynamics and stability of an outer thin-walled shell with micro-dimensions, which conveys a swirling fluid in the annular zone between the inner and outer shells. Based on the modified couple stress theory and Donnell shell theory, the motion control equations for the shell are derived through Hamilton’s principle. Fluid force is determined by using the potential flow theory that combines no-slip and slip boundary conditions. The objective is to discover the influences of the fluid rotation, geometry parameters and the Knudsen number on the stability of the micro-scale shell. The instability mechanism of the system caused by different fluid forces is discussed. In addition, the Knudsen number can reduce the critical flow velocity and make the dimensionless phase velocity in the annulus faster.

本研究分析了微尺寸薄壁外壳的动力学和稳定性,该外壳在内外壳之间的环形区域传递旋转流体。基于修正的耦合应力理论和Donnell壳体理论,利用Hamilton原理推导了壳体的运动控制方程。流体力由结合无滑移和滑移边界条件的势流理论确定。目的是发现流体旋转、几何参数和克努森数对微尺度壳体稳定性的影响。讨论了不同流体力引起系统失稳的机理。此外,克努森数可以降低临界流速,使环空无量纲相速度更快。
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引用次数: 0
Design, fabrication and testing of advanced microfluidic systems for precision soil nutrition detection based on interpretable AI 基于可解释人工智能的精密土壤营养检测先进微流控系统的设计、制造和测试
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-17 DOI: 10.1007/s10404-025-02850-3
Sachin M. Khomane, Pradeep V. Jadhav, Seema S. Khomane

The study investigates the design, fabrication, and testing of an advanced microfluidic system for precision soil nutrition detection. It presents an interpretable AI (IAI) as a hybrid approach combining MHBACN_LIME-MSHO to optimize microfluidic systems for enhanced soil nutrient detection. RSM is used to model the relationship between the factors such, as Reynolds number, reagent concentration, applied pressure, and velocity, and the responses include flow rate, mixing index, effective mixing length, and nutrient density. The analysis of RSM models shows high explanatory power with strong R² values exceeding 0.9, indicating a reliable predictive model. A desirability value of 0.972 indicates that the optimal solution. The IAI demonstrates superior performance when compared to traditional methods such as DNN-BA and DT-GWO. The proposed microfluidic chip was validated using real soil samples, demonstrating accurate NPK detection under practical conditions. The results from error analysis, including MSE (0.007), highlight the robustness and precision of the proposed model. The proposed IAI framework not only optimizes system parameters but also provides interpretability, making it a valuable tool for real-world applications. This work offers a comprehensive, reliable, and optimized solution for microfluidic systems.

本研究探讨了用于精确土壤营养检测的先进微流体系统的设计、制造和测试。它提出了一种可解释的人工智能(IAI),作为结合MHBACN_LIME-MSHO的混合方法来优化微流控系统,以增强土壤养分检测。RSM用于模拟雷诺数、试剂浓度、施加压力和速度等因素之间的关系,响应包括流速、混合指数、有效混合长度和营养物质密度。RSM模型的解释能力很强,R²值大于0.9,表明预测模型可靠。理想值为0.972,为最优解。与DNN-BA和DT-GWO等传统方法相比,IAI表现出优越的性能。该微流控芯片在实际土壤样品中进行了验证,在实际条件下能够准确检测NPK。误差分析的结果,包括MSE(0.007),突出了所提出模型的鲁棒性和精度。提出的IAI框架不仅优化了系统参数,而且提供了可解释性,使其成为现实世界应用程序的有价值的工具。这项工作为微流体系统提供了一个全面、可靠和优化的解决方案。
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引用次数: 0
In the heart of a micro-mixer: characterisation of liquid-liquid flow hydrodynamics inside an advanced-flow micro-reactor 在微混合器的中心:先进流动微反应器内液-液流动的流体力学特征
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-09 DOI: 10.1007/s10404-025-02842-3
Filip Horvath-Gerber, Surya Narayan, Konstantin S. Pervunin, Lyes Kahouadji, Christian Holtze, Eleonore J. C. Deublein, Omar K. Matar, Christos N. Markides, Klaus Hellgardt

The hydrodynamic characteristics of liquid-liquid flows in a micro-mixing plate with a ‘heart/spade’ geometry and a hydraulic diameter of (sim) 0.36 mm at the contraction point are studied experimentally in the Reynolds number range of (250 - 1,000). Localised optical observations of the two-phase flow within the micro-mixing device units are performed using a high-speed camera in combination with an LED-induced fluorescence imaging technique. A qualitative interpretation of the instantaneous images enabled the development of a regime map with three stable flow patterns, each with a metastable transitional state. The formation of secondary flows and recirculation zones resulted in the breakup of interfaces and fragmentation of droplets. The droplet size distribution of an MTBE-water dispersion is studied across a broad range of the dispersed phase (water) ratios, (phi _{textrm{d}} = 0.091 - 0.714). The resulting Sauter mean diameter of water droplets is used to evaluate the improvement in the specific surface area and was correlated as a function of the energy dissipation rate and the Reynolds and Weber numbers.

在雷诺数(250 - 1,000)范围内,实验研究了收缩点水力直径为(sim) 0.36 mm的“心/铲”型微混合板中液-液流动的水动力特性。使用高速摄像机结合led诱导荧光成像技术对微混合装置单元内的两相流进行局部光学观察。对瞬时图像的定性解释能够开发出具有三种稳定流动模式的状态图,每一种都具有亚稳态过渡状态。二次流和再循环区的形成导致了界面的破裂和液滴的破碎。在广泛的分散相(水)比范围内研究了mtbe -水分散体的液滴尺寸分布,(phi _{textrm{d}} = 0.091 - 0.714)。由此得到的水滴的Sauter平均直径用于评估比表面积的改善,并将其作为能量耗散率和雷诺兹数和韦伯数的函数进行关联。
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引用次数: 0
Convective instability analysis of micropolar fluid-saturated horizontal porous layer 微极流体饱和水平多孔层对流不稳定性分析
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-06 DOI: 10.1007/s10404-025-02847-y
Pankaj Barman, D. Srinivasacharya

This article investigates the convective instability of a micropolar fluid-saturated horizontal porous layer. An inclined temperature gradient along with the horizontal throughflow is considered during this investigation. The primary aim of this article is to explore the nature of the micropolar fluid parameters on the transverse and longitudinal rolls in the presence of horizontal throughflow. The following parameters, such as coupling number, micropolar parameter, Darcy number, porosity of the medium, horizontal Rayleigh number, and Péclet number, mainly control the flow. The base flow is a combination of horizontally moving mass flow and flow induced by an inclined temperature gradient. This particular flow configuration is known as the Hedley-Prats flow. The eigenvalue problems related to the transverse and longitudinal rolls are numerically solved using the bvp4c routine in MATLAB. A comparison of the numerical results for the Darcy number on the Hadley–Prats flow in the Brinkman model with those of the current problem reveals a high degree of concurrence. It is observed that the direction of the horizontal throughflow does not significantly affect the stability region of micropolar fluids under an inclined temperature gradient. Furthermore, the presence of micropolar fluid parameters (such as (N_text {1}) and m) always stabilizes the flow characteristics.

本文研究了微极流体饱和水平多孔层的对流不稳定性。在此研究中考虑了沿水平通流的倾斜温度梯度。本文的主要目的是探讨存在水平通流的横向和纵向轧辊上的微极流体参数的性质。耦合数、微极性参数、达西数、介质孔隙度、水平瑞利数、pacclet数等参数主要控制流量。基流是水平移动的质量流和倾斜温度梯度引起的流动的结合。这种特殊的流结构被称为赫德利-普拉茨流。利用MATLAB中的bvp4c程序对横辊和纵辊的特征值问题进行了数值求解。将Brinkman模型中Hadley-Prats流的Darcy数的数值结果与当前问题的数值结果进行比较,显示出高度的一致性。在倾斜温度梯度下,水平通流方向对微极流体的稳定区影响不显著。此外,微极流体参数(如(N_text {1})和m)的存在总是稳定的流动特性。
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引用次数: 0
Energy dissipation mechanisms in droplet dynamics: implications for wetting phenomena 液滴动力学中的能量耗散机制:对润湿现象的影响
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-06 DOI: 10.1007/s10404-025-02846-z
Amir Karimdoost Yasuri

Droplet dynamics is a critical area of study with significant implications across various fields, including industrial processes and biological systems. This paper presents a novel methodology—Machine Learning-Enhanced Computational Fluid Dynamics (ML-CFD)—to predict energy dissipation mechanisms in droplet dynamics and their effects on wetting phenomena. We analyze primary energy dissipation mechanisms—viscous, interfacial, and thermal—and discuss their roles in influencing dynamic wetting behaviors, contact angle hysteresis, and droplet stability on solid surfaces. By examining relevant equations and models, we elucidate how viscous, interfacial, and thermal dissipation mechanisms collectively influence wetting characteristics. The findings underscore the importance of understanding energy dissipation in optimizing applications across microfluidics, material science, and surface engineering, ultimately enhancing predictive capabilities and informing the design of advanced materials and systems.

液滴动力学是一个重要的研究领域,在包括工业过程和生物系统在内的各个领域都有重要的意义。本文提出了一种新的方法——机器学习增强计算流体动力学(ML-CFD)来预测液滴动力学中的能量耗散机制及其对润湿现象的影响。我们分析了主要的能量耗散机制——粘性、界面和热耗散机制,并讨论了它们在影响固体表面上的动态润湿行为、接触角滞后和液滴稳定性方面的作用。通过研究相关方程和模型,我们阐明了粘性、界面和热耗散机制如何共同影响润湿特性。研究结果强调了理解能量耗散在优化微流体、材料科学和表面工程应用中的重要性,最终提高了预测能力,并为先进材料和系统的设计提供了信息。
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引用次数: 0
Characteristics of the travelling speed of droplet flow splitting in bifurcated minichannel networks 分岔小通道网络中液滴流动分裂的传播速度特征
IF 2.5 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-06 DOI: 10.1007/s10404-025-02848-x
Kui He, Liangzhen Zhang, Yilin Zhan, Ya Ge, Zhaochuan Chen, Si-Min Huang

The splitting modes of droplet flow in bifurcated minichannel networks are valuable for distributing them in various microfluidics chemical applications and have been widely studied. Previously, predictions of the splitting modes relied on the models of hydraulic flow resistance. This paper presents an experimental study on the correlation between droplet splitting modes and droplet travelling speed characteristics in various minichannel networks. A high-speed camera and machine vision algorithm were used to measure the instantaneous travelling speed of droplets at the inlet and arms of the networks. Five typical splitting modes are identified: bypass splitting, breakup splitting, random splitting, uniform splitting and oscillating splitting. The characteristics of the droplet speed corresponding to different splitting modes are studied and understood by analyzing their varying features and correlations. The results show that splitting modes can be correlated to droplet travelling speed characteristics. This research focuses on how to identify and monitor droplet splitting modes at T-junctions, which relies solely on local visual features of several droplets. It lays the foundation for regulating different splitting modes in the future.

分岔微通道网络中液滴流动的分裂模式在各种微流体化学应用中具有重要的分布价值,并得到了广泛的研究。以前,劈裂模式的预测依赖于水力流动阻力模型。本文对不同微通道网络中液滴分裂模式与液滴运动速度特性之间的关系进行了实验研究。使用高速摄像机和机器视觉算法测量液滴在网络入口和臂部的瞬时移动速度。确定了五种典型的分裂模式:旁路分裂、破裂分裂、随机分裂、均匀分裂和振荡分裂。通过分析不同劈裂模式下液滴速度的变化特征和相关性,研究和理解了不同劈裂模式下液滴速度的变化特征。结果表明,分裂模式与液滴运动速度特性之间存在一定的关联。本研究的重点是如何识别和监测t型路口的液滴分裂模式,该模式仅依赖于几个液滴的局部视觉特征。为今后调整不同的分裂模式奠定了基础。
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引用次数: 0
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