Study on the internal flow field and temperature field and flow channel optimization of aluminum alloy gearbox for high-speed train

Zhiyong YANG, Xiyang DAI, Yu ZHANG, Huade SUN, Zhiqiang LI

Journal of Tsinghua University(Science and Technology) ›› 2025, Vol. 65 ›› Issue (11) : 2303-2315.

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Journal of Tsinghua University(Science and Technology) ›› 2025, Vol. 65 ›› Issue (11) : 2303-2315. DOI: 10.16511/j.cnki.qhdxxb.2025.21.036
Mechanical Engineering

Study on the internal flow field and temperature field and flow channel optimization of aluminum alloy gearbox for high-speed train

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Abstract

Objective: The internal flow channel design and oil immersion depth of gearboxes play a crucial role in determining the lubrication effectiveness of gears and the temperature rise within the gearbox. These effects intensify as train speeds increase. This study focuses on a specific high-speed rail aluminum alloy gearbox, using Simcenter STAR-CCM+ (hereinafter referred to as Star CCM+, a multi-physics simulation software) simulation software to develop a thermal-fluid-solid coupling simulation and analysis model. By integrating the simulation results with bench test data, this study aims to investigate the internal flow field and temperature field of the gearbox. The effects of various factors, including rotational speed, oil immersion depth, and steering direction, on the flow and temperature distributions within the gearbox are examined, providing insights into optimal operating conditions and potential design improvements. Methods: To analyze the performance of the gearbox, parameterized simulation analyses were performed considering different rotational speeds, oil immersion depths, and steering directions. The distribution of the internal flow and temperature fields under these varying conditions was studied. The analysis also focused on the mass flow rate and temperature field of each flow channel. This comprehensive approach allowed for a detailed evaluation of the lubrication performance of the gearbox. The Star CCM+ simulation model was calibrated using experimental data from a 1∶1 test bench, where temperature measurements were taken at various points within the gearbox. These measurements were compared with the simulation results to ensure the accuracy and reliability of the simulation model. The study also incorporated detailed thermal conditions, including gear frictional power losses, bearing power losses, and forced convection heat transfer, to represent the true working conditions of the gearbox under different operational scenarios. Results: The simulation results showed that the lubrication and temperature control effects of the gearbox were most effective when the internal oil immersion depth was between 1.75 and 2.00 times the tooth height. It was found that insufficient lubrication occurred on the upper and right sides of the gearbox, highlighting areas that require design improvements. Additionally, the research revealed that increasing the oil immersion depth improves the flow and distribution of lubrication oil within the gearbox. However, a deeper oil immersion beyond the optimal range increases churning losses and heat generation. By adjusting the flow channel configuration and improving the number and distribution of the internal flow paths, the optimized design reduced the temperatures in critical areas, including the bearing and meshing zones, by approximately 5℃. This improvement was achieved by increasing the oil flow to the gears and bearings while enhancing the cooling effect on the gearbox walls. Conclusions: This study demonstrates that a proper oil immersion depth is critical for maintaining effective lubrication and temperature control in high-speed rail aluminum alloy gearboxes. The results highlight that there is an optimal oil immersion depth range (1.75-2.00 times the tooth height) that ensures sufficient lubrication and effective cooling. Furthermore, the study reveals that there are areas within the gearbox, particularly on the upper and right sides, where lubrication is insufficient, suggesting that the design of the flow channels in these regions can be improved. The proposed modifications, such as the addition of more flow channels and optimizing their distribution, provide a substantial enhancement in the lubrication and cooling efficiency of the gearbox. These modifications result in a notable temperature reduction of approximately 5℃ in key areas, thereby demonstrating the effectiveness of the flow channel optimization strategy. This research provides insights into future gearbox design, particularly in optimizing lubrication systems and minimizing temperature rise to ensure the reliable operation of the system at high speeds.

Key words

aluminum alloy gearbox / internal flow field / temperature field / oil immersion depth / flow channel optimization

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Zhiyong YANG , Xiyang DAI , Yu ZHANG , et al . Study on the internal flow field and temperature field and flow channel optimization of aluminum alloy gearbox for high-speed train[J]. Journal of Tsinghua University(Science and Technology). 2025, 65(11): 2303-2315 https://doi.org/10.16511/j.cnki.qhdxxb.2025.21.036

References

1
周平. 300 km/h高速动力车车轴齿轮箱的研制[J]. 机车车辆工艺, 2000 (1): 5- 7.
ZHOU P . Development of axle gearbox for 300 km/h high speed power car[J]. Locomotive & Rolling Stock Technology, 2000 (1): 5- 7.
2
曾晶晶, 卜继玲, 刘建勋. 转向架齿轮箱吊杆的优化设计[J]. 计算机辅助工程, 2013, 22 (2): 27-30, 60.
ZENG J J , BU J L , LIU J X . Optimization design of bogie gear box suspender[J]. Computer Aided Engineering, 2013, 22 (2): 27-30, 60.
3
刘中令, 范乃则, 田华军, 等. 高速机车齿轮箱内部润滑油流场特性数值模拟[J]. 机械传动, 2017, 41 (3): 129- 133.
LIU Z L , FAN N Z , TIAN H J , et al. Numerical simulation of the flow field characteristic of lubricating oil in the gearbox of high speed locomotive[J]. Journal of Mechanical Transmission, 2017, 41 (3): 129- 133.
4
于宝义, 李亚丽, 林亚东, 等. 高速列车齿轮箱内部流场数值模拟[J]. 沈阳工业大学学报, 2019, 41 (3): 273- 278.
YU B Y , LI Y L , LIN Y D , et al. Numerical simulation of internal flow field in gearbox of high-speed train[J]. Journal of Shenyang University of Technology, 2019, 41 (3): 273- 278.
5
冯成程, 董庆兵, 魏静, 等. 高速动车组齿轮箱内部流场仿真分析及搅油损失计算[J]. 润滑与密封, 2022, 47 (1): 101- 110.
FENG C C , DONG Q B , WEI J , et al. Simulation and analysis of internal flow field in gearbox of high-speed EMUs and calculation of churning power loss[J]. Lubrication Engineering, 2022, 47 (1): 101- 110.
6
杨树峰, 王晓鹏, 陈超, 等. 高速动车组齿轮箱设计研究现状及趋势[J]. 机床与液压, 2021, 49 (4): 173- 179.
YANG S F , WANG X P , CHEN C , et al. Research status and trend of gearbox design for high-speed EMU[J]. Machine Tool & Hydraulics, 2021, 49 (4): 173- 179.
7
PALLAS S , MARCHESSE Y , CHANGENET C , et al. A windage power loss model based on CFD study about the volumetric flow rate expelled by spur gears[J]. Mechanics & Industry, 2012, 13 (5): 317- 323.
8
TURNER A J. Application of CFD to model an aeroengine internal gearbox[D]. Nottingham: University of Nottingham, 2015.
9
陈光. 高速齿轮喷油润滑流场与温度场仿真研究与应用[D]. 重庆: 重庆大学, 2019.
CHEN G. Simulation and application on flow and temperature field of oil injection lubrication high speed gears[D]. Chongqing: Chongqing University, 2019. (in Chinese)
10
PENG Q L , GUI L J , FAN Z J . Numerical and experimental investigation of splashing oil flow in a hypoid gearbox[J]. Engineering Applications of Computational Fluid Mechanics, 2018, 12 (1): 324- 333.
11
张忍. 地铁齿轮箱轴承飞溅润滑数值仿真分析研究[D]. 郑州: 中原工学院, 2022.
ZHANG R. Numerical simulation analysis of bearing splash lubrication in metro gear box[D]. Zhengzhou: Zhongyuan University of Technology, 2022. (in Chinese)
12
王庭楷, 徐宏海. 基于STAR-CCM+的高速动车组驱动齿轮箱内部流场分析[J]. 计算机辅助工程, 2021, 30 (1): 8-11, 58.
WANG T K , XU H H . Internal flow field analysis of drive gearbox in high-speed EMU based on STAR-CCM+[J]. Computer Aided Engineering, 2021, 30 (1): 8-11, 58.
13
刘志强, 曲天威, 罗世辉, 等. HXN3型机车齿轮箱模拟仿真研究[J]. 中国铁路, 2012 (7): 56- 60.
LIU Z Q , QU T W , LUO S H , et al. Simulation research on gearbox of HXN3 locomotive[J]. China Railway, 2012 (7): 56- 60.
14
VANDE VOORDE J , VIERENDEELS J , DICK E . Flow simulations in rotary volumetric pumps and compressors with the fictitious domain method[J]. Journal of Computational and Applied Mathematics, 2004, 168 (1/2): 491- 499.
15
任崇会, 魏静, 马跃, 等. 基于动网格的齿轮箱内部流场数值模拟[J]. 机械强度, 2013, 35 (6): 789- 794.
REN C H , WEI J , MA Y , et al. Numerical simulation of flow field in the gearbox based on dynamic mesh[J]. Journal of Mechanical Strength, 2013, 35 (6): 789- 794.
16
卢凯文, 赵娟, 王传阳, 等. 动车齿轮箱飞溅润滑油流场仿真与试验研究[J]. 机械传动, 2022, 46 (1): 127- 136.
LU K W , ZHAO J , WANG C Y , et al. Simulation and experimental study on splash lubrication flow field in gearbox of EMU[J]. Journal of Mechanical Transmission, 2022, 46 (1): 127- 136.
17
ZHAO N , JIA Q J . Research on windage power loss of spur gear base on CFD[J]. Applied Mechanics and Materials, 2012, 184-185, 450- 455.
18
姚恒. 高线速度齿轮喷油润滑流场特性分析与喷油参数优化研究[D]. 长沙: 中南大学, 2023.
YAO H. Flow characteristics analysis and injection parameter optimization of oil injection lubrication for high speed gears[D]. Changsha: Central South University, 2023. (in Chinese)
19
王飞. 基于CFD的轨道交通齿轮箱飞溅润滑研究[D]. 常州: 常州大学, 2024.
WANG F. Research on splash lubrication of rail transit gearbox based on CFD[D]. Changzhou: Changzhou University, 2024. (in Chinese)
20
刘逸, 张开林, 邵帅, 等. 基于流固耦合齿轮箱浸油润滑数值分析[J]. 铁道机车车辆, 2024, 44 (6): 89- 96.
LIU Y , ZHANG K L , SHAO S , et al. Immersed oil lubrication data analysis based on fluid-structure coupling gearbox[J]. Railway Locomotive & Car, 2024, 44 (6): 89- 96.
21
葛世祥, 刘之镭, 吴鲁纪, 等. 高速齿轮箱稳态热分析综述[J]. 机械传动, 2016, 40 (6): 187- 192.
GE S X , LIU Z L , WU L J , et al. Overview on steady state thermal analysis of high speed gearbox[J]. Journal of Mechanical Transmission, 2016, 40 (6): 187- 192.
22
王忠达, 刘邦才, 闫业矗, 等. 齿轮传动热分析综述[J]. 机械传动, 2014, 38 (6): 159-162, 170.
WANG Z D , LIU B C , YAN Y C , et al. Review of thermal analysis of gear transmission[J]. Journal of Mechanical Transmission, 2014, 38 (6): 159-162, 170.
23
董非, 胡国梁, 郭晨海. 基于热流固直接耦合法的柴油机冷却水腔结构优化分析[J]. 内燃机工程, 2015, 36 (3): 77- 84.
DONG F , HU G L , GUO C H . Optimization of cooling water jacket structure based on thermal-fluid-solid direct coupling method[J]. Chinese Internal Combustion Engine Engineering, 2015, 36 (3): 77- 84.
24
HASSAN M Z , BROOKS P C , BARTON D C . A predictive tool to evaluate disk brake squeal using a fully coupled thermo-mechanical finite element model[J]. International Journal of Vehicle Design, 2009, 51 (1-2): 124- 142.
25
向东, 韦尧中, 沈银华, 等. 面向风电齿轮箱油温超限故障的热网络模型及其节点温度计算方法研究[J]. 机械工程学报, 2022, 58 (9): 119- 135.
XIANG D , WEI Y Z , SHEN Y H , et al. Research on thermal network modeling and temperature calculation method for wind turbine gearbox lubrication oil temperature overrun fault[J]. Journal of Mechanical Engineering, 2022, 58 (9): 119- 135.
26
XUE H , XU H H . Simulation calculation of temperature field of gearbox in straddle monorail train[J]. Journal of Physics: Conference Series, 2022, 2174 (1): 012074.
27
HÖHN B R , MICHAELIS K , OTTO H P . Influence of immersion depth of dip lubricated gears on power loss, bulk temperature and scuffing load carrying capacity[J]. International Journal of Mechanics and Materials in Design, 2008, 4 (2): 145- 156.
28
余伟涛. 风扇驱动齿轮箱高效喷油润滑参数优化研究[D]. 重庆: 重庆大学, 2023.
YU W T. Optimization of efficient oil injection lubrication parameters for fan-driven gearbox[D]. Chongqing: Chongqing University, 2023. (in Chinese)
29
陈炳瑞, 朱才朝, 林勤杰, 等. FZG齿轮箱热流耦合分析与验证方法研究[J]. 摩擦学学报, 2025, 45 (6): 797- 811.
CHEN B R , ZHU C C , LIN Q J , et al. FZG gearbox thermal fluid coupling analysis and verification methodology research[J]. Tribology, 2025, 45 (6): 797- 811.
30
张森, 章健. 汽车通风盘式制动器的流固热多物理场耦合建模与分析[J]. 机械工程学报, 2019, 55 (8): 154- 164.
ZHANG S , ZHANG J . Modeling and analysis on fluid-solid-thermal physical field coupling of ve-ntilated disc brake[J]. Journal of Mechanical Engineering, 2019, 55 (8): 154- 164.
31
朱亚超. 机车齿轮箱内部流场分析[D]. 大连: 大连交通大学, 2015.
ZHU Y C. Analysis of internal flow field of locomotive gear box[D]. Dalian: Dalian Jiaotong University, 2015. (in Chinese)
32
蔡久凤. 高速列车齿轮传动系统部件故障激励及响应研究[D]. 成都: 西南交通大学, 2021.
CAI J F. Study on fault excitation and response of gear transmission system of high speed train[D]. Chengdu: Southwest Jiaotong University, 2021. (in Chinese)
33
ANDERSON N E , LOEWENTHAL S H . Effect of geometry and operating conditions on spur gear system power loss[J]. Journal of Mechanical Design, 1981, 103 (1): 151- 159.
34
PALMGREN A . Ball and roller bearing engineering[M]. 4th ed Philadelphia: S.H. Burbank, 1959.
35
张志彬, 张开林, 姚远. 机车传动齿轮箱温度场数字仿真[J]. 铁道机车车辆, 2010, 30 (6): 14- 16.
ZHANG Z B , ZHANG K L , YAO Y . Temperature field digital simulation of transmission gear for locomotives[J]. Railway Locomotive & Car, 2010, 30 (6): 14- 16.
36
陈晓玲, 刘松丽, 黄智勇, 等. 高速列车传动齿轮箱浸油深度对平衡温度的影响[J]. 铁道学报, 2008, 30 (1): 89- 92.
CHEN X L , LIU S L , HUANG Z Y , et al. Study on the influence of immersion depth on equilibrium temperature of spur gear used in high speed train[J]. Journal of the China Railway Society, 2008, 30 (1): 89- 92.

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