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首页> 外文期刊>Journal of Fluids Engineering: Transactions of the ASME >Sensitivity Analysis of Entrance Design Parameters of a Backward-Inclined Centrifugal Fan Using DOE Method and CFD Calculations
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Sensitivity Analysis of Entrance Design Parameters of a Backward-Inclined Centrifugal Fan Using DOE Method and CFD Calculations

机译:DOE法和CFD计算的后倾式离心风机入口设计参数敏感性分析

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摘要

Centrifugal fans with an electric motor included in the hub are commonly used in HVAC (heating, ventilation, and air conditioning) systems. A design of experiments (DOE) has been performed to study the effect of the entrance conditions of a backward-inclined centrifugal fan on its efficiency. The parameters involved are the base radius of the motor hub, the radius of the fan entry section, the deceleration factor throughout the entry zone (from the entry of the fan to the entry of the blade), and the solidity factor. Numerical simulation coupled with the DOE has been used for the sensitivity analysis of the entrance parameters. Initially, a complete factorial plan (2{sup}4) was performed to screen the most influent parameters and interactions. This has shown that the motor's cap radius, as well as its interactions with other parameters, is not significant. A second DOE, using composite central design (CCD which has a second order of accuracy) has then been performed on the remaining parameters (radius of the fan entry section, deceleration factor, and the solidity factor). The effects of these parameters and their interactions on the fan efficiency are now presented. A linear regression with three parameters has been performed to establish the efficiency distribution map. The methodology employed is validated by comparing the predicted results from the DOE and those from the numerical simulation of the corresponding fan.
机译:轮毂中包含带电动机的离心风扇通常用于HVAC(加热,通风和空调)系统中。已经进行了实验设计(DOE),以研究后倾式离心风扇的进入条件对其效率的影响。涉及的参数包括电动机轮毂的基本半径,风扇入口部分的半径,整个入口区域(从风扇的入口到叶片的入口)的减速系数以及坚固系数。数值模拟与DOE结合已用于入口参数的敏感性分析。最初,执行了完整的阶乘计划(2 {sup} 4)来筛选最有影响力的参数和交互作用。这表明电动机的盖半径及其与其他参数的相互作用并不重要。然后,对其余参数(风扇进入部分的半径,减速系数和坚固系数)执行了使用复合中心设计(精度为第二级的CCD)的第二个DOE。现在介绍这些参数及其相互作用对风扇效率的影响。已执行具有三个参数的线性回归以建立效率分布图。通过比较DOE的预测结果和相应风机的数值模拟得到的预测结果,可以验证所采用的方法。

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