1. 西安交通大学能源与动力工程学院,西安,710049
2. 上海汽轮机厂有限公司,上海,201100
: 2024-04-30。作者简介: 罗培森(1999—),男,硕士生
邓清华(通信作者),男,博士,副教授,博士生导师。基金项目: 国家自然科学基金资助项目(52276037)。
网络首发:2024-12-10,
纸质出版:2024
移动端阅览
罗培森, 邓清华, 徐凯颖, 等. 燃气透平冲击冷却的射流孔形状优化方法及验证[J]. 西安交通大学学报, 2024,58(12):57-68.
LUO Peisen, DENG Qinghua, XU Kaiying, et al. Optimization and Validation of Jet Hole Shapes for Jet Impingement Cooling in Gas Turbines[J]. 2024, 58(12): 57-68.
罗培森, 邓清华, 徐凯颖, 等. 燃气透平冲击冷却的射流孔形状优化方法及验证[J]. 西安交通大学学报, 2024,58(12):57-68. DOI: 10.7652/xjtuxb202412006.
LUO Peisen, DENG Qinghua, XU Kaiying, et al. Optimization and Validation of Jet Hole Shapes for Jet Impingement Cooling in Gas Turbines[J]. 2024, 58(12): 57-68. DOI: 10.7652/xjtuxb202412006.
为降低双层壁结构中冲击冷却的横流效应和提升射流的穿透能力
提出了射流孔形状优化方法。将横流干涉射流问题简化为射流柱的绕流问题
采用非均匀有理B样条曲线对圆柱形射流柱参数化
进行拉丁超立方抽样、MATLAB平台中有限元分析工具箱流场求解、神经网络代理模型构建以及遗传算法优化
建立了冲击冷却射流孔形状优化方法; 采用RANS方法
结合SST k-ω湍流模型
以平板阵列射流冲击模型为对象
对比分析了圆柱形射流孔和流线形射流孔的流动特性与换热特性。结果表明:与圆柱形射流孔相比
流线形射流孔具有低的绕流阻力和较强的射流穿透能力
其射流偏转情况获得改善
射流冲击的滞止点位置较圆柱形射流孔的更靠近几何滞止点
验证了射流孔形状优化方法的有效性; 流线形射流结构的靶面换热效果明显增强
在所计算的横流比为0.3~0.9时
其面平均Nu数提高了6.78%~15.55%; 在横流比为0.3、0.5时
靶面换热取决于倾斜的射流冲击和上游涡的强对流换热
流线形射流孔以其较小的绕流阻力能获得更好的冲击冷效和促进上游涡的产生; 在横流比为0.7、0.9时
射流明显偏转
靶面换热取决于射流和横流的冲刷作用
此时流线形射流孔以较大的冲击角度要略优于圆柱孔结构; 结合换热效果和压力损失
流线形射流孔的热性能因子增幅为2.31%~9.83%。提出并验证了冲击冷却射流孔形状优化方法的可靠性
为燃气透平叶片传热优化提供了一定的参考。
To reduce the transverse flow effect of impingement cooling and enhance the jet penetration capability within double-layer wall structures
a method for optimizing jet hole shapes is proposed. The problem of transverse flow interference jets is simplified to the flow around a jet column. Non-uniform rational B-spline curves are used to parameterize the cylindrical jet column. Latin hypercube sampling
finite element analysis toolbox for flow field solutions on the MATLAB platform
neural network surrogate model construction
and genetic algorithm optimization are combined to establish the optimization method for impingement cooling jet hole shapes. Using the RANS method alongside the SST k-ω turbulence model and focusing on the flat array jet impingement model as the object
the flow and heat transfer characteristics of cylindrical jet holes and streamlined jet holes are compared and analyzed. The results show that compared to cylindrical jet holes
streamlined jet holes have lower flow resistance and stronger jet penetration capability. The jet deflection is improved
and the stagnation point of jet impact is closer to the geometric stagnation point for streamlined jet holes
validating the effectiveness of the jet hole shape optimization method. The heat transfer effect on the target surface of the streamlined jet structure is significantly enhanced. The average Nu number increases by 6.78% to 15.55% when the transverse flow ratio is 0.3 to 0.9. At transverse flow ratios of 0.3 and 0.5
the heat transfer on the target surface is influenced by the inclined jet impact and strong convective heat transfer of the upstream vortex. Streamlined jet holes with lower flow resistance achieve better impingement cooling efficiency and promote the generation of upstream vortices. At transverse flow ratios of 0.7 and 0.9
the jets deflect significantly
and the heat transfer on the target surface is determined by the scouring effect of the jets and transverse flow. In such cases
the streamlined jet hole structure slightly outperforms the cylindrical hole structure due to its larger impingement angles. Considering both heat transfer performance and pressure loss
the thermal performance factor of streamlined jet holes increases by 2.31% to 9.83%. The reliability of the proposed jet hole shape optimization method for impingement cooling is established
offering insights for optimizing heat transfer on gas turbine blades.
HE Wei, DENG Qinghua, HE Juan, et al. Effects of jetting orifice geometry parameters and channel Reynolds number on bended channel cooling for a novel internal cooling structure [C]//ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition. New York, USA: ASME, 2019: V05AT11A005.
BABJI G, PUJARI A K. Flow and heat transfer studies of multijet impingement cooling for different configurations: a review [J]. Heat Transfer, 2023, 52(2): 1604-1672.
TERZIS A. On the correspondence between flow structures and convective heat transfer augmentation for multiple jet impingement [J]. Experiments in Fluids, 2016, 57(9): 146.
CHI Zhongran, KAN Rui, REN Jing, et al. Experimental and numerical study of the anti-crossflows impingement cooling structure [J]. International Journal of Heat and Mass Transfer, 2013, 64: 567-580.
DHANASEGARAN R, PUGAZHENDHI S. Computational study of flow and heat transfer with anti cross-flows(ACF)jet impingement cooling for different heights of corrugate [C]//ASME 2017 Heat Transfer Summer Conference. New York, USA: ASME, 2017: V001T06A002.
KIM S H, PARK C, PARK H S, et al. Uniform impingement heat transfer distribution in corrugated channel with an anti-crossflow-wing [J]. International Journal of Heat and Mass Transfer, 2023, 201(part 2): 123576.
HUANG Xiaoming, YANG Wei, MING Tingzhen, et al. Heat transfer enhancement on a microchannel heat sink with impinging jets and dimples [J]. International Journal of Heat and Mass Transfer, 2017, 112: 113-124.
WANG Mingrui, ZHU Huiren, LIU Cunliang, et al. Numerical investigation of flow and heat transfer in vane impingement/effusion cooling with various rib/dimple structure [J]. Journal of Thermal Science, 2023, 32(4): 1357-1377.
JING Qi, ZHANG Di, XIE Yonghui. Numerical investigations of impingement cooling performance on flat and non-flat targets with dimple/protrusion and triangular rib [J]. International Journal of Heat and Mass Transfer, 2018, 126(part A): 169-190.
TEPE A Ü, YETIŞKEN Y, UYSAL Ü, et al. Experimental and numerical investigation of jet impingement cooling using extended jet holes [J]. International Journal of Heat and Mass Transfer, 2020, 158: 119945.
MADHAVAN S. Jet impingement heat transfer in various cooling configurations under stationary and rotating conditions[D]. Raleigh, USA: North Carolina State University, 2021.
HE Juan, DENG Qinghua, FENG Zhenping. Jet impingement heat transfer enhancement with different crossflow diverter shapes [C]//ASME Turbo Expo 2021: Turbomachinery Technical Conference and Exposition. New York, USA: ASME, 2021: V05BT15A008.
ZHANG Luzeng, YIN Juan, MOON H K. Airfoil for turbomachine and airfoil cooling method:US 2017/0248022 A1[P]. 2017-08-31.
HE Wei, DENG Qinghua, YANG Guoying, et al. Effects of turning angle and turning internal radius on channel impingement cooling for a novel internal cooling structure [J]. Journal of Turbomachinery, 2021, 143(9): 091005.
WANG Huihui, DENG Qinghua, HE Wei, et al. Cooling and flow characteristics of multi-channel wall jet structure with film holes at blade leading edge [J]. Journal of Turbomachinery, 2023, 145(6): 061009.
李彬, 宋立明, 李军, 等. 长叶片透平级多学科多目标优化设计 [J]. 西安交通大学学报, 2014, 48(1): 1-6.
LI Bin, SONG Liming, LI Jun, et al. Multidisciplinary and multiobjective optimization design of long blade turbine stage [J]. Journal of Xi'an Jiaotong University, 2014, 48(1): 1-6.
DARVISH D M, SAFIKHANI H, YAHYAABADI M. Multi-objective optimization of asymmetric v-shaped ribs in a cooling channel using CFD, artificial neural networks and genetic algorithms [J]. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2017, 39(6): 2319-2329.
LIU Xiaomin, ZHANG Wenbin. Two schemes of multi-objective aerodynamic optimization for centrifugal impeller using response surface model and genetic algorithm [C]//ASME Turbo Expo 2010: Power for Land, Sea, and Air. New York, USA: ASME, 2010: 1041-1053.
周红梅, 王燕铭, 刘志刚, 等. 基于最少控制点的非均匀有理B样条曲线拟合 [J]. 西安交通大学学报, 2008, 42(1): 73-77.
ZHOU Hongmei, WANG Yanming, LIU Zhigang, et al. Non-uniform rational B-splines curve fitting based on the least control points [J]. Journal of Xi'an Jiaotong University, 2008, 42(1): 73-77.
ALI B M, SULEIMANY J M S, IBRAHIM S S. Numerical modeling of the flow around a cylinder using FEATool multiphysics [J]. Engineering, Technology Applied Science Research, 2023, 13(4): 11290-11297.
CELIK I B, GHIA U, ROACHE P J, et al. Procedure for estimation and reporting of uncertainty due to discretization in CFD applications [J]. Journal of Fluids Engineering, 2008, 130(7): 078001.
NORBERG C. Effect of Reynolds number and a low-intensity freestream turbulence on the flow around a circular cylinder [J]. Publikation, 1987, 87(2):1-9.
HOFMANN H M, KAISER R, KIND M, et al. Calculations of steady and pulsating impinging jets: an assessment of 13 widely used turbulence models [J]. Numerical Heat Transfer: Part B Fundamentals, 2007, 51(6): 565-583.
XING Yunfei, SPRING S, WEIGAND B. Experimental and numerical investigation of heat transfer characteristics of inline and staggered arrays of impinging jets [J]. Journal of Heat Transfer, 2010, 132(9): 092201.
高尚鸿, 张韦馨, 杨克峰, 等. 应用不同深度学习代理模型的灯笼型扰流柱通道换热性能分布预测方法比较 [J]. 西安交通大学学报, 2024, 58(2): 31-42.
GAO Shanghong, ZHANG Weixin, YANG Kefeng, et al. Comparison of different prediction methods for heat transfer distribution of lantern-shaped pin-fin channel with different deep learning surrogate models [J]. Journal of Xi'an Jiaotong University, 2024, 58(2): 31-42.
张垲垣, 李志刚, 李军. 透平端壁冷却及泛冷却最优的端壁造型设计研究 [J]. 西安交通大学学报, 2021, 55(5): 1-9.
ZHANG Kaiyuan, LI Zhigang, LI Jun. Endwall contour design targeting on optimum turbine endwall cooling and phantom cooling effectiveness [J]. Journal of Xi'an Jiaotong University, 2021, 55(5): 1-9.
AYAZ Ü H C, KIRAL Z. Airfoil shape optimization using Bézier curve and genetic algorithm [J]. Aviation, 2022, 26(1): 32-40.
席雷, 高建民, 徐亮, 等. 涡轮叶片厚壁带肋通道流动与传热性能的预测和优化 [J]. 西安交通大学学报, 2021, 55(12): 25-34.
XI Lei, GAO Jianmin, XU Liang, et al. Prediction and optimization on flow and heat transfer performance of ribbed thick-wall channel in turbine blade [J]. Journal of Xi'an Jiaotong University, 2021, 55(12): 25-34.
VERMA S, PANT M, SNASEL V. A comprehensive review on NSGA-II for multi-objective combinatorial optimization problems [J]. IEEE Access, 2021, 9: 57757-57791.
HE Juan, DENG Qinghua, XIAO Kun, et al. Heat transfer enhancement by V-shaped protrusions on jet plate under different crossflow conditions [J]. International Communications in Heat and Mass Transfer, 2023, 141: 106597.
ZHANG Jingzhou, ZHANG Shengchang, WANG Chunhua, et al. Recent advances in film cooling enhancement: a review [J]. Chinese Journal of Aeronautics, 2020, 33(4): 1119-1136.
0
浏览量
25
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621