• International Journal of Air-Conditioning and Refrigeration
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• 제13권2호
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• pp.71-82
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• 2005

The shape of $7\times7$ pin-fins heat sink is optimized numerically to obtain the minimum pressure drop and thermal resistance. In this study, the fin height (h), fin width (w), and fan-to-heat sink distance (c) are chosen as the design variables and the pressure drop $({\Delta}P)$ and thermal resistance $(\theta_j)$ are adopted as the objective functions. To obtain the optimum design values, we used the finite volume method for calculating the objective functions, the BFGS method for solving the unconstrained non-linear optimization problem, and the weighting method for predicting the multi-objective problem. The results show that the optimum design variables for the weighting coefficient of 0.5 are as follows: W=4.653 mm, h=59.215mm, and c=2.667mm. The objective functions corresponding to the optimal design are calculated as ${\Delta}P=6.82$ Pa and $(\theta_j)=0.56K/W$. The Pareto solutions are also presented for various weighting coefficients and they will offer very useful data to design the pin-fins heat sink.

• Journal of Advanced Marine Engineering and Technology
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• 제37권1호
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• pp.35-39
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• 2013

본 논문은 자연대류상에서 냉각되는 하이브리드 휜 히트싱크(Hybrid Fin Heat Sink, HFH)의 열특성에 대한 수치연구결과를 보고한다. HFH는 평판휜이 결합된 내부유로가 있는 핀 휜으로 이루어진 하이브리드 휜으로 구성된다. HFH의 열성능은 상용 CFD 소프트웨어를 이용하여 수치적으로 연구되었고 핀 휜 히트싱크(Pin Fin Heat Sink, PFH)의 열성능과 비교되었다. 수치연구결과를 통해 HFH의 베이스면적기반, 질량기반 열전달계수가 PFH 보다 각각 12%, 37% 우수함을 발견했다. 증대된 표면적과 가벼운 무게는 PFH보다 우수한 HFH의 열성능을 설명할 수 있다.

• 설비공학논문집
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• 제15권10호
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• pp.860-869
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• 2003

Design optimization of the heat sink with 7${\times}$7 square pin-fins is performed numerically using the Computational Fluid Dynamics (CFD) and the Computer Aided Optimization (CAO). In the pin-fins heat sink, the optimum design variables for fin height (h), fin width (w), and fan-to-heat sink distance (c) can be achieved when the thermal resistance ($\theta$$_{j}$) at the junction and the overall pressure drop ($\Delta$p) are minimized simultaneously. To complete the optimization, the finite volume method for calculating the objective functions, the BFGS method for solving the unconstrained non-linear optimization problem, and the weighting method for predicting the multi-objective problem are used. The results show that the optimum design variable for the weighting coefficient of 0.5 are as follows: w=4.653 mm, h=59.215 mm, and c=2.667 mm. In this case, the objective functions are predicted as 0.56K/W of thermal resistance and 6.91 Pa of pressure drop. The Pareto optimal solutions are also presented.re also presented.d.

• 반도체디스플레이기술학회지
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• 제15권3호
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• pp.12-17
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• 2016

In this study, numerical simulations for the conjugate heat transfer of air with a heat-sink of CPU were conducted. The heat-sink consisted of many fins of cylinder shape and the effect of the number of fins on the cooling performance of the heat sink was investigated. Grid independent solutions were obtained to compare the maximum temperature of the heat-sink for various conditions. It was found that maximum temperature of the heat-sink asymptotically approached 310K as the number of fins went to infinity. The energy exchange of air with the heat-sink was found to be nearly independent on the number of fins.

• 한국산학기술학회논문지
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• 제15권9호
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• pp.5467-5473
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• 2014

최근 전자 및 기계부품 기술의 발전으로 전자 장비는 더욱 고성능화, 소형화, 다기능화 되면서 시스템 내부에 발생하는 발열부의 온도를 제어하기 위해 히트싱크가 사용된다. 본 연구에서는 내부 터널 구조의 2가지 형상의 히트싱크의 열 성능평가를 유한요소 프로그램인 ANSYS를 이용하여 수치해석 하였다. 수치해석은 자연대류 상태에서의 열 성능을 수치해석으로 비교 분석하여 냉각핀 형상에 따른 열 성능을 평가하였다. 또한 시간에 따른 열전달 특성과 온도분표의 해석결과를 기초로 하여 히트싱크의 성능평가를 예측하였다. 수치해석의 결과, 형상 A 히트싱크가 형상 B의 히트싱크보다 열 전달율이 자연대류에서 약 70% 향상되었다.

• Advances in Computational Design
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• 제6권1호
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• pp.31-42
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• 2021

This research aims to demonstrate the optimal geometrical design of splayed multiple cross-sectional pin fin heat sinks (SMCSPFHS), which are a type of side-inlet-side-outlet heat sink (SISOHS). The optimiser strength Pareto evolutionary algorithm2 (SPEA2)is employed to explore a set of Pareto optimalsolutions. Objective functions are the fan pumping power and junction temperature. Function evaluations can be accomplished using computational fluid dynamics(CFD) analysis. Design variablesinclude pin cross-sectional areas, the number of fins, fin pitch, thickness of heatsink base, inlet air speed, fin heights, and fin orientations with respect to the base. Design constraints are defined in such a way as to make a heat sink usable and easy to manufacture. The optimum results obtained from SPEA2 are compared with the straight pin fin design results obtained from hybrid population-based incremental learning and differential evolution (PBIL-DE), SPEA2, and an unrestricted population size evolutionary multiobjective optimisation algorithm (UPSEMOA). The results indicate that the splayed pin-fin design using SPEA2 issuperiorto those reported in the literature.

• 한국전산유체공학회지
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• 제21권3호
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• pp.98-109
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• 2016

The flow and heat transfer characteristics of a heat exchanger having rectangular pin-fin in the flow direction have been investigated numerically. On the bottom plate, the convective boundary conditions for the hot side was given, and the fins were arranged in a channel-type geometric model using the periodic boundary condition in the span-wise direction. Three-dimensional numerical calculations for the flow and conjugate heat transfer problem were conducted using SIMPLE algorithm and $k-{\varepsilon}$ turbulence model. For the slanted pin-fin models, it was found that the downward cooling flow is generated due to the downward pressure gradient component, which can enhance the heat transfer performance near the bottom surface and the fin stem region. Four different inclined angles were considered in the Reynolds number range of 13,500-55,000. The aero-thermal performance of the slanted pin-fin heat exchangers, such as the volume and area goodness factors, were summarized and compared with the baseline plate-fin type heat exchanger quantitatively.

• 대한설비공학회:학술대회논문집
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• 대한설비공학회 2003년도 하계학술대회 논문집
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• pp.36-36
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• 2003

• 한국기계가공학회지
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• 제12권6호
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• pp.152-158
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• 2013

The purpose of this study is to investigate cooling performance of high power LEDs from 100 to 200 W class by using a jet impingement cooling module. The numerical analysis of forced convection cooling inside cooling module is carried out using a multi-purpose CFD software, FLUENT 6.3. In the experiments, the LED cooling system consists of jet impingement module, heat exchanger, water reservoir, and pump. In the present study, the cooling performance of jet impingement cooling module is investigated to determine the effect of the heat sink types on the impinging surface, the space and length of fins. Numerical and experimental studies show the reasonable agreement of LED metal PCB temperature between those results and give the optimized design parameters such as the space of fin and the length of fin. Also, the pin fin type of heat sink is found to be more efficient than the plate type heat sink in jet impingement cooling.

• Journal of Advanced Marine Engineering and Technology
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• 제40권9호
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• pp.786-790
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• 2016

본 연구는 자연대류상의 할로우 하이브리드 휜 히트싱크 (HHFHS) 의 열성능에 대한 방향 영향의 전산연구결과에 대해 논한다. HHFHS 는 휜 베이스 근처에 천공을 포함하는 중공 핀 휜과 판 휜의 결합형 휜들의 배열로 구성된다. HHFHS의 베이스면적기반, 질량기반 열성능에 대한 방향영향이 0 ~ 180도의 방향각에 대해서 수치적으로 연구되었고, 유사구조의 핀 휜 히트싱크 (PFHS) 와 비교되었다. PFHS 와 달리 HHFHS 의 열저항은 직립상태에서 45도까지 변화가 미미하며, 이후 증가하여 90도에서 최대이며, 이후로는 180도까지 감소함을 보인다. 이러한 열저항 특성의 차이는 HHFHS의 중공 휜의 내부유동에 의한 열펌핑 효과의 영향으로 사료된다. 다양한 방향각에도 HHFHS 의 질량기반 열저항은 약 30% 정도 PFHS 보다 작음을 보여주는데 이 결과는 자연대류 상의 전자장치에 대한 HHFHS 의 경량열관리 적용 가능성을 보여준다.