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【系统辨识】P1: 什么是系统辨识?

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系统辨识是利用数据而不是物理学来开发动力学系统模型的过程。在本系列中,我们将会研究线性系统、非线性系统以及联机递归系统辨识的不同方法。在整个系列中,通过多个不同的示例了解系统辨识的工作流程,重点介绍数据收集、模型选择、模型拟合以及模型验证的重要性。

【系统辨识】P1: 什么是系统辨识?
系统辨识是利用数据而不是物理学来开发动力学系统模型的过程。探索什么是系统辨识,以及系统辨识适配在更大的场景中的位置。

了解工具箱并获取试用:
System Identification Toolbox基于输入-输出数据创建线性和非线性动态系统模型: https://ww2.mathworks.cn/products/sysid.html 
相关资源:
https://resourcium.org/journey/companion-resources-what-system-identification-system-identification-part-1
https://resourcium.org/index.php/journey/companion-resources-linear-system-identification-system-identification-part-2
https://resourcium.org/journey/companion-resources-nonlinear-system-identification-system-identification-part-3
https://resourcium.org/index.php/journey/companion-resources-online-and-recursive-system-identification-system-identification-part-4

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