1. 空气动力学国家重点实验室,绵阳,621000
2. 中国空气动力研究与发展中心 计算空气动力研究所,绵阳,621000
钱炜祺(1973-), 男, 江苏无锡人, 研究员, 研究方向:流体力学、数理反问题研究.E-mail:qianweiqi@cardc.cn
周宇(1984-), E-mail:yuz1990@163.com
纸质出版:2020
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钱炜祺, 周宇, 邵元培. 表面热流辨识结果的误差分析与估计[J]. 空气动力学学报, 2020, 38(4): 687-693.
QIAN Weiqi, ZHOU Yu, SHAO Yuanpei. Error analysis of surface heat flux estimation[J]. 2020, 38(4): 687-693.
钱炜祺, 周宇, 邵元培. 表面热流辨识结果的误差分析与估计[J]. 空气动力学学报, 2020, 38(4): 687-693. DOI: 10.7638/kqdlxxb-2018.0185.
QIAN Weiqi, ZHOU Yu, SHAO Yuanpei. Error analysis of surface heat flux estimation[J]. 2020, 38(4): 687-693. DOI: 10.7638/kqdlxxb-2018.0185.
对于工程上的表面热流辨识问题,通常希望能够根据测量精度对辨识结果误差进行快速估计,用以优化测试方案。本文首先对给定单一频率的热流辨识误差进行定量分析,建立了辨识误差与热流频率和测量精度之间的响应面模型。然后对多个给定频率组合情况下的辨识误差规律进行分析,结果显示,频率组合热流中的低频分量能在辨识结果得到较好地复现,高频分量是导致辨识结果出现误差的主要原因。因此,辨识结果精度可以通过最高频率热流分量的辨识误差与测量精度之间的对应关系来进行大致估计。基于这一认识,本文利用时域不同频率组合的热流分量在频域可解耦的性质,通过Parseval定理得出高频分量的能量占比,建立了频率组合热流的辨识误差估计方法,并通过算例进行了验证。
For the engineering surface heat flux estimation problem
it is often expected to roughly and quickly account the estimation error according to the measurement accuracy in advance so as to optimize the measurement system. So
in this paper
the estimation error of the heat fluxes with single frequency are quantitatively analyzed and a response surface model between the estimation error and the frequency and measurement accuracy is built. Furthermore
the cases of multiple-frequency combined heat flux are concerned
and due to the frequency analysis it is shown that the low-frequency component can be inversed with high accuracy and the high-frequency component is the key reason leading to the estimation error. Then
the estimation error can be roughly accounted through the function of the estimation error with respect to measurement accuracy under high-frequency circumstance. Based on this idea
the heat flux components with different frequencies are transformed and uncoupled in the frequency fields
and by utilizing the Parseval's theorem
the power percentage of the components can be calculated and employed to develop the estimation error accounting method for the combined heat flux. Finally
some examples are presented and the results show that the error accounting method is feasible and effective.
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