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Title

Robust state estimation and fault detection combining unknown input observer and set-membership approach

AuthorsXu, Feng ; Tan, Junbo; Wang, Xueqian; Puig, Vicenç ; Liu, Houde; Liang, Bin; Yuan, Bo
Issue Date2016
PublisherInstitute of Electrical and Electronics Engineers
Citation3rd Conference on Control and Fault Tolerant Systems (SysTol): 67-62 (2016)
AbstractThis paper aims to propose a new robust state estimation and fault-detection method by combining the unknown input observer (UIO) and the set-membership estimator (SME). It is known that both the SUIO and the SME can be used to estimate the states of a system. The former aims to obtain a particular value by actively decoupling the effect of unknown inputs, while the latter can obtain state-estimation sets by prediction and correction based on the set theory. Instead of particular state values, the latter can obtain state-estimation sets guaranteeing to contain system states (i.e., robust state estimation). In this paper, we propose to use the framework of the UIO to actively decouple part of unknown inputs and then further employ the set-membership estimation method to estimate state sets and detect faults. The objective of the proposed method is to reduce the conservatism of robust state estimation sets by using the UIO to remove the contribution of part of unknown inputs to the sizes of state-estimation sets. At the end of this paper, a numerical example is used to illustrate the effectiveness and advantages of the proposed approach.
DescriptionTrabajo presentado a la 3rd Conference on Control and Fault Tolerant Systems, celebrada en Barcelona (España) del 7 al 9 de septiembre de 2016.
Publisher version (URL)https://doi.org/10.1109/SYSTOL.2016.7739730
URIhttp://hdl.handle.net/10261/166411
Identifiersdoi: 10.1109/SYSTOL.2016.7739730
isbn: 978-1-5090-0657-1
Appears in Collections:(IRII) Libros y partes de libros
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