2022
DOI: 10.3390/mi13101776
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Design of Improved Flow-Focusing Microchannel with Constricted Continuous Phase Inlet and Study of Fluid Flow Characteristics

Abstract: This paper proposed an improved flow-focusing microchannel with a constricted continuous phase inlet to increase microbubble generation frequency and reduce microbubbles’ diameter. The design variables were obtained by Latin hypercube sampling, and the radial basis function (RBF) surrogate model was used to establish the relationship between the objective function (microbubble diameter and generation frequency) and the design variables. Moreover, the optimized design of the nondominated sorting genetic algorit… Show more

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Cited by 5 publications
(2 citation statements)
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“…In [4], the authors optimize the structural parameters of a multi-stage Tesla valve battery thermal management system using the neighborhood cultivation genetic algorithm (NCGA) and the Kriging approximation model to find the optimal values of the cooling plate by considering different design parameters.…”
mentioning
confidence: 99%
“…In [4], the authors optimize the structural parameters of a multi-stage Tesla valve battery thermal management system using the neighborhood cultivation genetic algorithm (NCGA) and the Kriging approximation model to find the optimal values of the cooling plate by considering different design parameters.…”
mentioning
confidence: 99%
“…Numerical studies are mainly available for the squeezing regime (mostly Taylor bubbles, i.e. bullet-shaped bubbles filling almost the entire channel cross-section) and besides liquid viscosity (Jia & Zhang 2020;Chekifi, Boukraa & Aissani 2021) and surface tension (Chekifi et al 2021), they focus on the role and optimization of the channel geometry (Dietrich et al 2008;Wang et al 2022).…”
mentioning
confidence: 99%