Multi-objective NSGA-II based shape optimisation of the cross-sectional shape of passively cooled heat sinks
نویسندگان
چکیده
Purpose The purpose of the study is to optimise cross-sectional shape passively cooled horizontally mounted pin-fin heat sink for higher cooling performance and lower material usage. Design/methodology/approach Multi-objective optimisation technique used design fins. Non-dominated sorting genetic algorithm (NSGA-II) combined with a geometric module develop optimiser. High-fidelity computational fluid dynamics (CFD) evaluate objectives. Separate optimisations are carried out bottom row fins middle sink. Finally, validation was conducted by generating three-dimensional using optimised fin cross sections comparing its against circular same inter-fin spacing value. Findings Heat has 1.6% effectiveness than volume, 10.3% characteristics dimension. special features that resulted in superior highlighted. Further, Pareto-optimal fronts this multi-objective problem obtained different scenarios. Originality/value For first time, sink’s shapes spatial arrangements, NSGA-II-based optimiser, which makes use CFD solver optimised, high-performance will find direct application cool power electronic equipment.
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ژورنال
عنوان ژورنال: International Journal of Numerical Methods for Heat & Fluid Flow
سال: 2021
ISSN: ['1758-6585', '0961-5539']
DOI: https://doi.org/10.1108/hff-10-2020-0656