倪计民,刘 越,石秀勇,高旭南,李佳琪,魏亚男.基于DoE分析的增压器涡轮叶形优化设计方法[J].农业机械学报,2016,47(7):361-367.
Ni Jimin,Liu Yue,Shi Xiuyong,Gao Xu’nan,Li Jiaqi,Wei Ya’nan.Optimization Design Method for Turbine Blades of Turbocharger Based on DoE Analysis[J].Transactions of the Chinese Society for Agricultural Machinery,2016,47(7):361-367.
摘要点击次数: 847
全文下载次数: 2207
基于DoE分析的增压器涡轮叶形优化设计方法   [下载全文]
Optimization Design Method for Turbine Blades of Turbocharger Based on DoE Analysis   [Download Pdf][in English]
投稿时间:2016-03-23  
DOI:10.6041/j.issn.1000-1298.2016.07.049
中文关键词:  发动机  增压器  涡轮叶形  试验设计  计算流体力学
基金项目:国家自然科学基金项目(51106114)和内燃机燃烧学国家重点实验室开放项目(K2016-04)
作者单位
倪计民 同济大学 
刘 越 同济大学 
石秀勇 同济大学 
高旭南 同济大学 
李佳琪 同济大学 
魏亚男 同济大学 
中文摘要:以提高增压器涡轮等熵效率为目标,提出使用基于试验设计(Design of experiment, DoE)的优化设计方法,进行涡轮叶片优化设计研究。对现有增压器涡轮选取合理的特征型线方案,建立了涡轮参数化模型;在现有增压器的基础上建立了计算流体力学(Computational fluid dynamics, CFD)仿真模型,并通过涡轮热吹试验台架验证了模型的可靠性;选取14个描述叶形的叶片截面控制参数作为设计变量,运用正交矩阵法对设计空间进行析因分析和仿真计算,根据计算结果选取了5个敏感度较高的控制参数,使用最优拉丁超立方方法建立了响应面近似模型;采用基于多岛遗传算法和序列二次规划算法的组合优化方法进行寻优计算。结果表明:优化后的涡轮流道中的涡旋强度降低,流场分布更加均匀,流动损失有所降低,等熵效率为74.04%,较原始涡轮提升2.16个百分点。
Ni Jimin  Liu Yue  Shi Xiuyong  Gao Xu’nan  Li Jiaqi  Wei Ya’nan
Tongji University,Tongji University,Tongji University,Tongji University,Tongji University and Tongji University
Key Words:engine  turbocharger  blade shape turbine  design of experiment  computational fluid dynamics
Abstract:In order to seek for the effect factors on turbocharger efficiency, and explore effective methods to improve turbocharger performance, the turbine of a turbocharger was taken as the study object. The improvement of isentropic efficiency, which is a key parameter to evaluate the performance of a turbine, is treated as the main optimization target based on the design of experiment (DoE) method. The characteristic blade curve of turbine, which is a mathematical method to describe the shape of blade and includes 50 parameters, was reasonably selected and adjusted to fit the turbine. According to the original turbocharger, a computational fluid dynamics (CFD) model was established, and it was verified through a turbine hot gas experiment. The calculation values were in good agreement with the experiment values, and the maximum errors were 512% in mass flow rate and 2.18% in isentropic efficiency. 14 parameters describing turbine blade shape were selected out as design variables from the 50 controlling parameters of characteristic blade curves, and then the orthogonal matrix method was carried out on the design space. According to the results of simulation calculation, five parameters of high sensitivity were selected. Combined with CFD simulation, the optimal Latin hypercube design method was employed to acquire the distribution scheme of characteristic sample points and the simulation data within the sample space, through which a response surface approximation model was established accordingly. Based on the response surface approximation model, a kind of combinatorial optimization method combined with multi island genetic algorithm (MIGA) and sequential quadratic programming (SQP) was employed in the process of optimization simulation calculation. The results of optimization simulation showed that the decreasing of the optimized circumferential bending degree of the turbine blade and the inclination angle of turbine blade at the entrance leaded to the decreasing of vortex intensity in the flow tunnel, therefore flow field distribution was more uniform and the flow losses was reduced. The isentropic efficiency of the turbine was 74.04%, which enhanced by 2.16 percentage points compared with the original turbine. This study can improve the design efficiency of the turbocharger and could be a reference for the design and optimization method of turbocharger turbine blade shape to some extent.

Transactions of the Chinese Society for Agriculture Machinery (CSAM), in charged of China Association for Science and Technology (CAST), sponsored by CSAM and Chinese Academy of Agricultural Mechanization Science(CAAMS), started publication in 1957. It is the earliest interdisciplinary journal in Chinese which combines agricultural and engineering. It always closely grasps the development direction of agriculture engineering disciplines and the published papers represent the highest academic level of agriculture engineering in China. Currently, nearly 8,000 papers have been already published. There are around 3,000 papers contributed to the journal each year, but only around 600 of them will be accepted. Transactions of CSAM focuses on a wide range of agricultural machinery, irrigation, electronics, robotics, agro-products engineering, biological energy, agricultural structures and environment and more. Subjects in Transactions of the CSAM have been embodied by many internationally well-known index systems, such as: EI Compendex, CA, CSA, etc.

   下载PDF阅读器