Identification of diffusion processes using fractional non commensurate order models

T. Djamah, S. Djennoune, M. Bettayeb
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Abstract

This article deals with heat transfer modeling and identification, based on fractional non commensurate order state space models. An output error method is developed to estimate the model parameters including the fractional order and an iterative non-linear programming method is used, based on a novel fractional multivariable sensitivity functions model. Numerical simulation data of the heat transfer problem are performed using finite differences, and the suggested method is applied to identify the thermal process. Two fractional non commensurate models are tested in order to analyze their fitting ability to approximate the interface diffusion in the frequency domain.
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利用分数阶非相称阶模型识别扩散过程
本文讨论了基于分数阶非相称阶状态空间模型的传热建模和识别。基于一种新颖的分数阶多变量灵敏度函数模型,提出了一种输出误差估计模型参数的方法,并采用了迭代非线性规划方法。利用有限差分法对传热问题进行了数值模拟,并应用该方法对传热过程进行了识别。测试了两个分数阶非相称模型,分析了它们在频域近似界面扩散的拟合能力。
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