Multi-objective optimization of turbulent heat transfer flow in novel outward helically corrugated tubes

被引:50
作者
Wang, Wei [1 ]
Zhang, Yaning [1 ]
Li, Yongji [1 ]
Han, Huaizhi [2 ]
Li, Bingxi [1 ]
机构
[1] Harbin Inst Technol, Sch Energy Sci & Engn, Harbin 150001, Heilongjiang, Peoples R China
[2] Harbin Engn Univ, Coll Power & Energy Engn, Harbin 150001, Heilongjiang, Peoples R China
关键词
Outward helically corrugated tube; Triple-objective optimization; Non-dominated sorting genetic algorithm II; Heat transfer enhancement; Response surface method; EXCHANGER TUBE; GEOMETRICAL PARAMETERS; SHAPE OPTIMIZATION; PERFORMANCE; DESIGN; SINK;
D O I
10.1016/j.applthermaleng.2017.12.080
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper reports a triple-objective optimization of a novel outward helically corrugated tube to obtain the equilibrium performance for heat transfer, pressure drop, and energy benefit. The response surface method is employed to design the numerical work with three objective functions and three factors. Variance analysis and sensitivity analysis are performed to ensure the regression model and clarify the effect of each factor on the responses. The results show that the regression model obtained after removing the insignificant terms shows good agreement with the numerical data and the error is within +/- 10%. The Reynolds number (Re) has the most effect on Nusselt number (Nu), and its sensitivity coefficient is five times higher than that for corrugation pitch-to-diameter ratio (pl/D) and corrugation height-to-diameter ratio (HUD). The Pareto optimal solution is obtained by the multi-objective genetic algorithm (MOGA), which can be selected by the designer according to the operation conditions and the emphases target values. From a balanced consideration, the variable range of Re = 18,375-23,858, pl/D = 0.92-0.75 and Hl/D = 0.11-0.13 is better for decision-making. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:795 / 806
页数:12
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