叶轮
离心式压缩机
等熵过程
气体压缩机
优化设计
空气动力学
操作点
多学科设计优化
控制理论(社会学)
计算机科学
半径
数学
机械工程
工程类
机械
控制(管理)
物理
统计
多学科方法
社会学
人工智能
电气工程
计算机安全
社会科学
作者
Zhikai Chen,Haiyang Huang,Qinlong Chen,Xueyuan Peng,Jianmei Feng
标识
DOI:10.1016/j.ijhydene.2022.11.312
摘要
One-dimensional (1D) design and optimization of the impeller plays a significant role in performance improvement of the centrifugal compressor. However, most of the concentration has been paid to three-dimensional (3D) optimization of blades, few attention was focused on main control parameters determining aerodynamic performance and their optimal combination. Thus, this study innovatively developed a multidisciplinary design method combined with empirical 1D loss models, statistical analysis, and multi-optimization theory. The preliminary design of 1D parameters was developed based on empirical loss models. Besides, the analysis of variance of signal to noise ratio (SNR) was applied to find the main control parameters according to their contributions. To maximize the total pressure ratio and isentropic efficiency, the multi-objective optimization based on grey relational grade (GRG) was used to find the optimal combination of 1D parameters. The results showed that the impeller outlet width and impeller outlet radius are the most sensitive parameters affecting compressor performance. The optimal combination of 1D parameters is obtained. Compared to the initial design, the optimal impeller can reduce consumed power of 2.99%, enhance the isentropic efficiency of 1.24% at design point, and obtain the maximum increment of isentropic efficiency of 2.16% at 50 g/s operating point at 70,000 rpm.
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