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Parametric Importance Analysis and Design Optimization of a Torque Converter Model Using Sensitivity Information

机译:灵敏度信息的变矩器模型参数重要性分析与设计优化

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Torque converters are used as coupling devices in automobile powertrains involving automatic transmissions. Efficient modeling of torque converters capturing various modes of operation is important for powertrain design and simulation, (Hroval and Tobler 1. Ishihara and Emori 2) optimization and control applications. Models of torque converters are available in various commercial simulation packages, Hadi et. al. 3. The information about the effect of model parameters on torque converter performance is valuable for any design operation. In this paper, a symbolic sensitivity analysis of a torque converter model will be presented. Direct differentiation (Serban and Freeman 4) is used to generate the sensitivity equations which results in equations in symbolic form. By solving the sensitivity equations, the effect of a perturbation of the model parameters on the behavior of the system is determined. A parametric importance analysis is performed on the model: the model parameters are arranged according to their effect on the amount loss of energy during the operation of the torque converter. The radii of the pump, turbine and stator, the density of the hydraulic fluid and the exit angle of the vanes of the stator were found to have the most significant effects on the model. Using the sensitivity information, a design optimization problem is defined and solved to obtain a set of parameter values that minimizes the energy lost during the torque converter operation.
机译:变矩器用作涉及自动变速器的汽车动力总成中的耦合装置。捕获各种操作模式的变矩器的有效建模对于动力总成的设计和仿真(Hroval和Tobler 1. Ishihara和Emori 2)的优化和控制应用至关重要。变矩器的模型可在各种商业仿真软件包中找到,Hadi等。等3.有关模型参数对变矩器性能的影响的信息对于任何设计操作都是有价值的。在本文中,将对变矩器模型进行符号敏感性分析。直接微分(Serban和Freeman 4)用于生成灵敏度方程,从而产生符号形式的方程。通过求解灵敏度方程,可以确定模型参数摄动对系统行为的影响。对模型执行参数重要性分析:根据模型参数对变矩器运行期间能量损失的影响来排列模型参数。发现泵,涡轮机和定子的半径,液压流体的密度以及定子叶片的出口角对模型的影响最大。使用灵敏度信息,定义并解决了设计优化问题,以获得一组参数值,该参数值可最小化变矩器运行期间损失的能量。

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