基于时域h指数范数法的ILMI方法在汽包锅炉系统鲁棒故障检测滤波器中的应用

L. Khoshnevisan, S. Ozgoli, M. Shojaei
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引用次数: 1

摘要

鲁棒故障检测滤波器(RFDF)主要用于检测存在外部干扰的线性时不变系统的故障。h指标范数技术是RFDF设计方法之一。本研究的主要思想是将连续h指数法应用于实际锅炉模型,该模型通过添加辅助直接通道而变得合适。增加了一个高通滤波器以提高高频响应。最大限度地利用h指数范数来区分外部干扰和故障。所设计的RFDF是连续的,可以直接实现到时域原始连续模型。此外,离散化连续模型可能会造成一些信息的丢失。最后,将所设计的方法理论应用于瑞典马尔默Synvendska Kraft AB厂的汽包锅炉多变量强耦合仿真模型。结果表明,该方法可以快速、稳健地检测出传感器和执行器的故障。据作者所知,这是第一次使用连续h指数范数程序来检测锅炉模型中的执行器和传感器故障。
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An ILMI approach to robust fault detection filter for a drum boiler system through a time-domain H-index norm method
Robust fault detection filter (RFDF) is mainly designed to detect faults in linear time-invariant (LTI) systems inherently exposed to external disturbances. H-index norm technique is one of the RFDF designing methods. The main idea of our study is to apply a continuous H-index method to a real boiler model which is made proper by adding an auxiliary direct channel. A high pass filter is augmented to raise the high frequency response. The H-index norm is maximized to distinguish between external disturbance and fault. The designed RFDF is continuous and can directly be implemented to the time-domain original continuous model. Furthermore, discretizing the continuous model may cause losing some information. Finally, the designed method is theoretically applied in a simulated model of a drum boiler operating in Synvendska Kraft AB Plant in Malmo, Sweden as a multivariable and strongly coupled system. It is illustrated that both sensor and actuator faults can robustly be detected as quickly as possible. To the best of authors' knowledge, this is the first time that the continuous H-index norm procedure is employed to detect actuator and sensor faults in a boiler model.
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