Optimization of a Wavy Microchannel Heat Sink with Grooves

  • Park, Min-Cheol
  • Ma, Sang-Bum
  • Kim, Kwang-Yong
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초록

In this study, a wavy microchannel heat sink with grooves using water as the working fluid is proposed for application to cooling microprocessors. The geometry of the heat sink was optimized to improve heat transfer and pressure loss simultaneously. To achieve optimization goals, the average friction factor and thermal resistance were used as the objective functions. Three dimensionless parameters were selected as design variables: the distance between staggered grooves, groove width, and groove depth. A modified Latin hypercube sampling (LHS) method that combines the advantages of conventional LHS and a three-level full factorial method is also proposed. Response surface approximation was used to construct surrogate models, and Pareto-optimal solutions were obtained with a multi-objective genetic algorithm. The modified LHS was proven to have better performance than the conventional LHS and full factorial methods in the present optimization problem. A representative optimal design showed that both the thermal resistance and friction factor improved by 1.55% and 3.00%, compared to a reference design, respectively.

키워드

microchannel heat sinkwavy microchannelgrooveheat transfer performancelaminar flowmulti-objective optimizationLHSfull factorial methodsGENETIC ALGORITHMFLOWPERFORMANCE
제목
Optimization of a Wavy Microchannel Heat Sink with Grooves
저자
Park, Min-CheolMa, Sang-BumKim, Kwang-Yong
DOI
10.3390/pr9020373
발행일
2021-02
유형
Article
저널명
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9
2