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作 者:Yu-Cheng Liao Fu-I Chou Po-Yuan Yang Jyh-Horng Chou
机构地区:[1]Department of Electrical Engineering,National Kaohsiung University of Science and Technology,Kaohsiung,807,Taiwan [2]Department of Intelligent Robotics,National Pingtung University,Pingtung,900,Taiwan [3]Department of Mechanical and Computer-Aided Engineering,Feng Chia University,Taichung,407,Taiwan
出 处:《Computer Modeling in Engineering & Sciences》2025年第4期335-349,共15页工程与科学中的计算机建模(英文)
基 金:funded by the National Science and Technology Council,Taiwan,under Grant Number MOST110-2221-E035-092-MY3.
摘 要:This paper presents an allowable-tolerance-based group search optimization(AT-GSO),which combines the robust GSO(R-GSO)and the external quality design planning of the Taguchi method.AT-GSO algorithm is used to optimize the heat transfer area of the heat exchanger system.The R-GSO algorithm integrates the GSO algorithm with the Taguchi method,utilizing the Taguchi method to determine the optimal producer in each iteration of the GSO algorithm to strengthen the robustness of the search process and the ability to find the global optima.In conventional parameter design optimization,it is typically assumed that the designed parameters can be applied accurately and consistently throughout usage.However,for systems that are sensitive to changes in design parameters,even minor inaccuracies can substantially reduce overall system performance.Therefore,the permissible variations of the design parameters are considered in the tolerance-optimized design to ensure the robustness of the performance.The optimized design of the heat exchanger system assumes that the system’s operating temperature parameters are specific.However,fixing the systemoperating temperature parameters at a constant value is difficult.This paper assumes that the system operating temperature parameters have an uncertainty error when optimizing the heat transfer area of the heat exchanger system.Experimental results show that the AT-GSO algorithm optimizes the heat exchanger system and finds the optimal operating temperature in the absence of tolerance and under three tolerance conditions.
关 键 词:Heat exchanger system allowable tolerance-based group search optimization Taguchi method tolerance design
分 类 号:TK172[动力工程及工程热物理—热能工程]
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