An Investigation on Optimized Performance of Voluteless Centrifugal Fans by a Class and Shape Transformation Function

被引：1

作者：

Zhu, Meijun ^{[1
]}

Li, Zhehong ^{[1
]}

Li, Guohui ^{[2
]}

Ye, Xinxue ^{[3
]}

Liu, Yang ^{[1
]}

Chen, Ziyun ^{[1
]}

Li, Ning ^{[1
]}

机构：

[1] Taizhou Univ, Sch Intelligent Mfg, Taizhou 318000, Peoples R China

[2] Dalian Jiaotong Univ, Sch Elect & Informat Engn, Dalian 116028, Peoples R China

[3] Zhejiang Yilida Ventilator Co Ltd, Taizhou 318056, Peoples R China

来源：

PROCESSES | 2023年 / 11卷 / 06期

关键词：

class-shape-transformation function; centrifugal fan; Kriging model; dissipation function; optimization; FLOW; DESIGN;

D O I：

10.3390/pr11061751

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

Class and shape transformation functions are proposed to carry out the parametric design of the blade profiles because fan efficiency is closely related to the shape of blade profiles. An optimization with the objectives of fan efficiency and static pressure based on the Kriging models was established, and numerical simulation data were applied to construct the Kriging models. The dissipation function was used to analyze the fan energy loss. The prediction results show that the maximum accuracy error between the Kriging model and the experimental data is approximately 0.81%. Compared with the prototype fan, the optimized fan was able to ameliorate the distribution of the flow field pressure and velocity; the outlet static pressure increased by 9.03%, and the efficiency increased by 2.35%. The dissipation function is advantageous because it can intuitively indicate the location and amount of energy loss in the fan, while effectively obtaining the total energy loss as well. The situation of energy loss was mutually validated with the density of the static pressure contours and the streamline distribution. The flow fields at the leading edge of the optimized fans were improved by analysis of the dissipation function, and the leading edges of the three impellers selected from the Pareto front were narrower and flatter than those of the prototype fan.

引用

页数：14