A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis

Autor: Marcin Pazera, Marcin Witczak
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Sensors, Vol 22, Iss 24, p 9638 (2022)
Druh dokumentu: article
ISSN: 1424-8220
DOI: 10.3390/s22249638
Popis: The paper deals with a robust sensor fault estimation by proposing a novel algorithm capable of reconstructing faults occurring in the system. The provided approach relies on calculating the fault estimation adaptively in every discrete time instance. The approach is developed for the systems influenced by unknown measurement and process disturbance. Such an issue has been handled with applying the commonly known H∞ approach. The novelty of the proposed algorithm consists of eliminating a difference between consecutive samples of the fault in an estimation error. This results in a easier way of designing the robust estimator by simplification of the linear matrix inequalities. The final part of the paper is devoted to an illustrative example with implementation to a laboratory two-rotor aerodynamical system.
Databáze: Directory of Open Access Journals
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