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Research on the Parameter Calibration of the Internal-combustion Engine Work Process Simulation Model

机译:内燃机工作过程仿真模型参数校准研究

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摘要

The computer simulation technology of the work process of internal-combustion engine is the important measure to study the internal-combustion engine, but generally, because of the uncertainty of input parameters, the precision of the simulation model of the engine work process, which largely limits the application of the simulation model, so the parameters of the simulation model needs to be calibrated. Taking the work process of the certain one type turbocharging diesel engine as the example, and combining the genetic algorithm with the ant colony algorithm, the parameter combination which can satisfy the requirements of precision, is selected in this article to effectively reduce the simulation experiment times of parameter calibration, and realize the automatic calibration of the simulation model parameters. By comparing and analyzing the practical result of the experiment and the result of the simulation computation, the effectiveness of the algorithm has been validated in the article.
机译:内燃机工作过程的计算机仿真技术是研究内燃机的重要措施,但通常,由于输入参数的不确定性,发动机工作过程的仿真模型的精度,这在很大程度上限制模拟模型的应用,因此需要校准模拟模型的参数。采用某一型涡轮增压柴油发动机的工作过程作为示例,并将遗传算法与蚁群算法相结合,在本文中选择了能够满足精度要求的参数组合,以有效地减少模拟实验时间参数校准,实现仿真模型参数的自动校准。通过比较和分析实验的实际结果和模拟计算的结果,算法的有效性已在文章中验证。

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