基于非线性模型的时变系统类PI控制器

Samrat Banerjee, Atanu Panda, Indrajit Pandey, P. Bhowmick
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引用次数: 0

摘要

本文概述了一种基于自适应非线性模型的球形罐液位控制方案。通过对球罐系统的仿真研究,验证了基于模型的类PI控制律的有效性。对上述控制问题的伺服顺应性表现出满意的性能。同时,利用无嗅卡尔曼滤波算法估计模型状态和影响模型参数,并利用更新后的过程模型状态值推导控制策略。从有效分析中可以看出,利用非线性卡尔曼滤波策略的基于模型的类PI控制方案比传统的基于非线性模型的类PI控制器具有更好的性能。
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Employing Nonlinear Model based PI like Controller for the Time Varying System
This work outlines an adaptive non-linear model-based PI like control scheme for the spherical tank level system. The efficiency of the model-based PI like control law is implemented by conducting simulation studies on the spherical tank system. The servo compliance with above said control problem exhibit satisfactory performances. Simultaneously, model state(s) and the influential model parameter(s) were estimated using unscented Kalman filter algorithm and the updated state values of the process model were employed to derive the control strategy. From the effective analysis, it has been observed that the model-based PI like control scheme utilizing non-linear Kalman filter strategy offers better performance over the traditional non-linear model-based PI like controller.
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