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Updated: Jul 18, 2025

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基于物理学的神经网络用于预测柴油发动机中的气体流动力学和未知参数

Kamaljyoti Nath1, Xuhui Meng2, Daniel J Smith3

  • 1Division of Applied Mathematics, Brown University, Providence, RI, USA.

Scientific reports
|August 22, 2023
PubMed
概括

这项研究引入了用于柴油发动机健康监测的物理信息神经网络 (PINN). 该方法准确地预测发动机动力学和识别参数,使变形几何轮增压器能够进行主动维护.

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