基于卡尔曼滤波的网络控制系统FDI

Ying Zheng, H. Fang, Yanwei Wang
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引用次数: 17

摘要

网络控制系统(NCS)研究如何通过网络实现闭环控制。网络控制系统的故障诊断是一个新的研究领域。在本文中,网络通道连接传感器和控制器。因此,网络控制系统被认为是一个具有输出时变延迟和白噪声的系统。采用迭代法对时滞进行补偿。然后针对不同的系统故障构造不同的卡尔曼滤波器。由此产生了相应的残数,并引入了故障检测与隔离方法。最后通过一个算例说明了该方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Kalman filter based FDI of networked control system
Networked control system (NCS) deals with how to realize the close-loop control through network. Fault diagnosis for NCS is a new research region. In this paper, network channel connects the sensor and the controller. So NCS was regarded as a system with output time-variant delay and white noise. The iterative method was used to compensate the time-delay. Then different Kalman filters were constructed for NCS according to different system faults. So the respective residues were generated and a fault detection and isolation (FDI) approach was introduced. At last, an example was given to show the feasibility of the approach.
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