Parameter optimization of coriolis mass flow meter in laminar flow regime using Doe-Taguchi method

IF 1.1 Q3 Engineering
V. Kolhe, S. Pawar, Vishal D. Chaudhari, R. Edlabadkar, Sandipkumar Sonawane
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引用次数: 0

Abstract

The paper outlines the progression of a mathematical model using the Taguchi approach to analyze the performance of a Coriolis mass flow meter (CMFM). The sensor position, exci-tation frequency, and flow rate parameters were optimized using the Taguchi method for the meter’s maximum time-lag output. An orthogonal array of experiments was designed, and the time lag results were obtained for two tube configurations (viz. Omega and Diamond) and parameter levels. The obtained data was analyzed using analysis of variance (ANOVA) to understand the relationship between the variables and the time lag. The results showed that the Omega tube configuration exhibited a lower percentage error compared to the Diamond tube configuration. Additionally, an increase in flow rate led to a decrease in the error. The regression models fitted the experimental data well, with high R2 values indicating a good fit. The ANOVA showed the factors’ importance in affecting the time lag and the levels of interac-tion between the best individual parameters for maximizing the outcome. The most important factors affecting the Omega and Diamond tube configurations’ maximum performance have been identified as the flow rate and sensor position, respectively. This study offers a system-atic method for optimizing sensor parameters and provides light on how CMFMs behave in laminar flow. The experimental setup and mathematical model also serve as a basis for future research and advancements in CMFM design and functionality.
用Doe-Taguchi方法优化层流流态科里奥利质量流量计参数
本文概述了用田口法建立数学模型来分析科里奥利质量流量计性能的进展。采用田口法对传感器位置、激励频率和流量参数进行优化,以获得仪表的最大滞后输出。设计了正交实验阵列,得到了两种管形(Omega和Diamond)和参数水平的时滞结果。对获得的数据进行方差分析(ANOVA),以了解变量与时间滞后之间的关系。结果表明,与Diamond管配置相比,Omega管配置具有较低的百分比误差。此外,流量的增加导致误差的减小。回归模型与实验数据拟合较好,R2值较高,拟合较好。方差分析显示了影响时间滞后的因素的重要性,以及最大化结果的最佳个体参数之间的相互作用水平。影响Omega和Diamond管配置最大性能的最重要因素分别是流量和传感器位置。该研究提供了一种系统的方法来优化传感器参数,并为CMFMs在层流中的行为提供了线索。实验设置和数学模型也为CMFM设计和功能的未来研究和进步奠定了基础。
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来源期刊
CiteScore
2.40
自引率
18.20%
发文量
61
审稿时长
4 weeks
期刊介绍: Journal of Thermal Enginering is aimed at giving a recognized platform to students, researchers, research scholars, teachers, authors and other professionals in the field of research in Thermal Engineering subjects, to publish their original and current research work to a wide, international audience. In order to achieve this goal, we will have applied for SCI-Expanded Index in 2021 after having an Impact Factor in 2020. The aim of the journal, published on behalf of Yildiz Technical University in Istanbul-Turkey, is to not only include actual, original and applied studies prepared on the sciences of heat transfer and thermodynamics, and contribute to the literature of engineering sciences on the national and international areas but also help the development of Mechanical Engineering. Engineers and academicians from disciplines of Power Plant Engineering, Energy Engineering, Building Services Engineering, HVAC Engineering, Solar Engineering, Wind Engineering, Nanoengineering, surface engineering, thin film technologies, and Computer Aided Engineering will be expected to benefit from this journal’s outputs.
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