基于物理与仿真试验数据的仿真模型参数标定方法

Haiyang Ma, Xiaobo Zhou, Yu Hong, Ning Yang
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引用次数: 0

摘要

在产品制造过程中,仿真技术的应用使设计人员能够在设计初期更准确地评估产品的设计方案,从而提高产品开发的效率,降低开发成本。仿真技术作为产品开发过程中的重要手段,仿真模型的可信度将直接影响到产品开发的速度。仿真模型标定技术是提高仿真模型可信度的重要手段。提出了一种基于物理试验和仿真试验的仿真模型标定方法。首先,将待标定参数分为稳定参数和浮动参数。然后直接利用物理试验数据对稳定参数进行标定和校正。最后,根据物理试验数据和仿真试验数据建立数学模型,完成浮动参数的标定。
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Calibration Method for Simulation Model Parameters Based on Physical and Simulation Test Data
In the process of product manufacturing, the application of simulation technology enables designers to evaluate the design scheme of products more accurately at the early stage of design, thereby improving the efficiency of product development and reducing the development cost. Simulation technology as an important means in the process of product development, the credibility of simulation model will directly affect the speed of product development. The calibration technology of simulation model is an important means to improve the credibility of simulation model. This paper proposes a method for calibrating simulation model based on physical and simulation tests. Firstly, the parameters to be calibrated are classified into stable parameters and floating parameters. Then the stable parameters are calibrated and corrected directly by physical test data. Finally, a mathematical model is constructed based on physical test data and simulation test data to complete the calibration of the floating parameters.
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