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Multi-objective optimization, experimental and CFD approach for performance analysis in square cyclone separator

机译:方形旋风分离器分离器性能分析的多目标优化,实验和CFD方法

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In this article, square cyclone separator performance has been analyzed by varying the five important geometric parameters. Primarily, Swift (1971) model is considered to develop the mathematical square cyclone. Body height and inlet height, total height, inlet width and outlet diameter are the controlling parameters considered for governing the responses namely cut-off diameter and pressure drop. The L27 orthogonal array is developed using Taguchi Robust Design. Based on the design matrix, the regression equation is developed for the two responses. The quality of the equation arrived has been validated by ANOVA followed by optimization using multi-objective genetic algorithm approach. The optimal results are identified through the Pareto approach. The optimization results are validated by experimental analysis. Numerical simulation is performed to obtain the flow pattern and separation efficiency. The final result confirms that the optimum square cyclone produces the enhanced performance. (C) 2020 Elsevier B.V. All rights reserved.
机译:在本文中,通过改变五个重要的几何参数来分析方形旋风分离器性能。主要是,Swift(1971)模型被认为是开发数学平方旋风。主体高度和入口高度,总高度,入口宽度和出口直径是考虑控制响应的控制参数即切断直径和压降。使用Taguchi鲁棒设计开发L27正交阵列。基于设计矩阵,为两个响应开发了回归方程。到达的等式的质量已被ANOVA验证,然后使用多目标遗传算法方法进行优化。通过Pareto方法确定最佳结果。通过实验分析验证优化结果。执行数值模拟以获得流动模式和分离效率。最终结果证实,最佳方形旋风分音会产生增强的性能。 (c)2020 Elsevier B.V.保留所有权利。

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