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Space marching method with Savitzky-Golay filter for solving inverse heat conduction problems

机译:利用Savitzky-Golay滤波器进行空间行进的方法来解决热传导逆问题

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This paper presents a method by which boundary inverse heat conduction problems can be analysed. A space marching algorithm is used for formulating and solving parabolic inverse heat conduction problems. The method allows one to estimate the boundary condition (surface temperature and surface heat flux) of a body based on the temperature history at a sesor located inside the body. The method does not require any stabilization method when exact data are used to solve the problem. With using noisy data the accuracy and stability of the results are increased by: square smoothing noisy data using Savitzky-Golay digital filters, square replacing the parabolic differential inverse heat conduction by the hyperbolic equation. The solution of numerical examples shows that a combination of the digital filter with the hyperbolic approximation increases the stability of the results of the inverse heat conduction problem without loss of resolution. The accuracy of the method is verified by comparison with the solution of a direct problem.
机译:本文提出了一种方法,可以分析边界逆导热问题。使用空间行进算法来制定和解决抛物线逆热传导问题。该方法允许人们基于位于体内的传感器的温度历史来估计身体的边界条件(表面温度和表面热通量)。当使用精确的数据解决问题时,该方法不需要任何稳定化方法。使用噪声数据,可以通过以下方法提高结果的准确性和稳定性:使用Savitzky-Golay数字滤波器对噪声数据进行平方平滑,用双曲线方程式代替抛物线差分逆热传导。数值示例的解决方案表明,将数字滤波器与双曲逼近相结合,可以提高反导热问题结果的稳定性,而不会降低分辨率。通过与直接问题的解决方案进行比较,验证了该方法的准确性。

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