Enhancing heat transfer efficiency in corrugated tube heat exchangers: A comprehensive approach through structural optimization and field synergy analysis

被引:1
|
作者
Yu, Chao [1 ]
Shao, Mingzhen [1 ]
Zhang, Wenbao [1 ]
Huang, Mian [1 ]
Wang, Gaugnyi [1 ]
机构
[1] Chinese Acad Sci, Changchun Inst Opt Fine Mech & Phys, Changchun 130033, Peoples R China
关键词
Corrugated tube heat exchanger; Extreme learning machine; Nondominated sorting genetic algorithm-II; CFD; ENERGY-ABSORPTION; TURBULENT-FLOW; PERFORMANCE; NANOFLUIDS; FOAM;
D O I
10.1016/j.heliyon.2024.e30113
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, a precise and efficient method to optimize corrugated tube heat exchangers is proposed by combining computational fluid dynamics simulation with optimization. The optimization of tubular heat exchangers involves contradictory Colburn coefficient j , and the friction coefficient f , so it is a multi-objective optimization problem. The approximate model is obtained by an extreme learning machine, and the structure parameter of the heat exchanger is optimized by the nondominated sorting genetic algorithm-II. Compared to the results between the original and optimized tube, the optimized structure Colburn coefficient increased by 5.1 % and the friction coefficient decreased by 9.3 %. Finally, the internal flow field is compared qualitatively from temperature, pressure, and velocity. The optimization effect is further emphasized by using the field synergy theory.
引用
收藏
页数:13
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