Title :
Application of Taguchi method to robust multi—criteria optimum design for ultra-thin centrifugal fan
Author :
Hsien, Kuang-Hung ; Huang, Shyh-Chour
Author_Institution :
Dept. of Mech. Eng., Nat. Kaohsiung Univ. of Appl. Sci., Kaohsiung, Taiwan
Abstract :
This study paper presents a new robust multi-criteria optimization method that employs the Taguchi method to design and analyze an ultra-thin centrifugal fan. The objective of this study is to obtain the maximum volume flow rate, static pressure, and minimum noise of a fan. The proposed approach utilizes a combined orthogonal array and computational fluid dynamics method to simulate the internal flow field of the ultra-thin centrifugal fan. This study employs signal-to-noise ratio and analysis of variance to determine the Pareto-optimal robust design solution. The operation section of the optimized fan P-Q curve design is almost 30% larger than the original design. This research also identifies the optimal design parameters that affect the cooling performance of the centrifugal fan. The experimental results confirm the effectiveness of this approach.
Keywords :
Pareto optimisation; Taguchi methods; computational fluid dynamics; design engineering; fans; statistical analysis; Pareto-optimal robust design solution; Taguchi method; analysis of variance; computational fluid dynamics; cooling performance; maximum volume flow rate; minimum noise; orthogonal array; robust multicriteria optimum design; signal-to-noise ratio; static pressure; ultra-thin centrifugal fan; Analysis of variance; Arrays; Blades; Cooling; Mathematical model; Noise; Robustness; Flow field; Numerical simulation; Optimization; Taguchi method;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083891