LAPSE:2020.0140
Published Article
LAPSE:2020.0140
Estimation of Actuator and System Faults Via an Unknown Input Interval Observer for Takagi−Sugeno Systems
February 2, 2020
This paper presents a simultaneous state variables and system and actuator fault estimation, based on an unknown input interval observer design for a discrete-time parametric uncertain Takagi−Sugeno system under actuator fault, with disturbances in the process and measurement noise. The observer design is synthesized by considering unknown but bounded process disturbances, output noise, as well as bounded parametric uncertainties. By taking into account these considerations, the upper and lower bounds of the considered faults are estimated. The gain of the unknown input interval observer is computed through a linear matrix inequalities (LMIs) approach using the robust H ∞ criteria in order to ensure attenuation of process disturbances and output noise. The interval observer scheme is experimentally evaluated by estimating the upper and lower bounds of a torque load perturbation, a friction parameter and a fault in the input voltage of a permanent magnet DC motor.
Keywords
fault estimation, interval observer, permanent magnet motor, Takagi–Sugeno, unknown input
Suggested Citation
Martínez-García C, Puig V, Astorga-Zaragoza CM, Madrigal-Espinosa G, Reyes-Reyes J. Estimation of Actuator and System Faults Via an Unknown Input Interval Observer for Takagi−Sugeno Systems. (2020). LAPSE:2020.0140
Author Affiliations
Martínez-García C: Department of Electronic Engineering, Tecnológico Nacional de México/CENIDET, Cuernavaca, Morelos 62490, Mexico [ORCID]
Puig V: Advanced Control Systems (SAC) Research Group at Institut de Robótica i Informática Industrial (IRI), Universitat Politécnica de Catalunya-BarcelonaTech (UPC), 08028 Barcelona, Spain [ORCID]
Astorga-Zaragoza CM: Department of Electronic Engineering, Tecnológico Nacional de México/CENIDET, Cuernavaca, Morelos 62490, Mexico [ORCID]
Madrigal-Espinosa G: Department of Electronic Engineering, Tecnológico Nacional de México/CENIDET, Cuernavaca, Morelos 62490, Mexico; National Institute of Electricity and Clean Energy, Cuernavaca, Morelos 62490, Mexico [ORCID]
Reyes-Reyes J: Department of Electronic Engineering, Tecnológico Nacional de México/CENIDET, Cuernavaca, Morelos 62490, Mexico [ORCID]
Journal Name
Processes
Volume
8
Issue
1
Article Number
E61
Year
2020
Publication Date
2020-01-02
Published Version
ISSN
2227-9717
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Original Submission
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PII: pr8010061, Publication Type: Journal Article
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LAPSE:2020.0140
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doi:10.3390/pr8010061
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Feb 2, 2020
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CC BY 4.0
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Feb 2, 2020
 
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Original Submitter
Calvin Tsay
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