ON-LINE ESTIMATION OF BOUNDARY HEAT FLUX OF PARTICIPATING MEDIA BY AN EXTENDED KALMAN FILTERING TECHNIQUE

Shuang Wen, H. Qi, Zhitian Niu, Y. Ren, G. Peng, L. Ruan
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Abstract

The non-intrusive inverse heat transfer technique for retrieving the time-dependent heat flux on the boundary, and internal temperature distribution of the participating medium simultaneously is proposed. The nonlinear conduction-radiation heat transfer in the emitting, absorbing, and scattering medium is resolve by the finite volume method (FVM) method combined with discrete ordinate method (DOM) to obtain the measured signal. In the present study, two different types of reconstruction algorithms have been proposed: (1) the linear Kalman filter (KF) for the linear system, and (2) the extended Kalman filter (EKF) for the nonlinear system. All algorithms are tested in detail. All the reconstructed results show that EKF technique is robust to reconstruct the time-dependent heat flux, and internal temperature distribution in real time in coupled nonlinear conduction-radiation heat transfer systems.
用扩展卡尔曼滤波技术在线估计参与介质的边界热通量
提出了一种非侵入式逆传热技术,该技术可以同时获取边界上随时间变化的热流密度和参与介质的内部温度分布。采用有限体积法(FVM)结合离散坐标法(DOM)求解发射、吸收和散射介质中的非线性传导-辐射换热问题,得到测量信号。在本研究中,提出了两种不同类型的重构算法:(1)线性系统的线性卡尔曼滤波器(KF)和(2)非线性系统的扩展卡尔曼滤波器(EKF)。对所有算法进行了详细的测试。所有重建结果表明,EKF技术在实时重建非线性传导-辐射耦合传热系统中随时间变化的热流密度和内部温度分布方面具有鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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