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Reduced-order interval-observer design for dynamic systems with time-invariant uncertainty
Trabajo presentado al 20th IFAC (International Federation of Automatic Control) World Congress, celebrado en Toulouse (Francia) del 9 al 14 de julio de 2017. ; This paper addresses the design of reduced-order interval-observers for dynamic systems with time-invariant uncertainty. Because of the limitations of using the set-based approach to preserve the time dependency of parameter uncertainty and the wrapping effect to deal with interval-observers, the trajectory-based interval-observer approach is used with an appropriate observer gain. But, there could be some difficulties to satisfy the conditions for selecting a suitable gain to guarantee the positivity of the resulting observer. Then, a reduced-order observer is designed to reduce the computational complexity and to increase the degree of freedom when selecting the observer gain. Finally, a simulation example is employed for illustrating and analyzing the effectiveness of the proposed approach. ; This work has been partially funded by the Spanish Government through the project DEOCS (ref. DPI2016-76493-C3-3-R), by MINECO and FEDER through the project HARCRICS (ref. DPI2014-58104-R) and by Agencia de Gestio d’Ajuts Universitaris i de Recerca. ; Peer Reviewed
Reduced-order interval-observer design for dynamic systems with time-invariant uncertainty
Trabajo presentado al 20th IFAC (International Federation of Automatic Control) World Congress, celebrado en Toulouse (Francia) del 9 al 14 de julio de 2017. ; This paper addresses the design of reduced-order interval-observers for dynamic systems with time-invariant uncertainty. Because of the limitations of using the set-based approach to preserve the time dependency of parameter uncertainty and the wrapping effect to deal with interval-observers, the trajectory-based interval-observer approach is used with an appropriate observer gain. But, there could be some difficulties to satisfy the conditions for selecting a suitable gain to guarantee the positivity of the resulting observer. Then, a reduced-order observer is designed to reduce the computational complexity and to increase the degree of freedom when selecting the observer gain. Finally, a simulation example is employed for illustrating and analyzing the effectiveness of the proposed approach. ; This work has been partially funded by the Spanish Government through the project DEOCS (ref. DPI2016-76493-C3-3-R), by MINECO and FEDER through the project HARCRICS (ref. DPI2014-58104-R) and by Agencia de Gestio d’Ajuts Universitaris i de Recerca. ; Peer Reviewed
Reduced-order interval-observer design for dynamic systems with time-invariant uncertainty
Pourasghar, Masoud (author) / Puig, Vicenç (author) / Ocampo-Martinez, Carlos (author) / Zhang, Qinghua (author) / Ministerio de Economía y Competitividad (España) / Generalitat de Catalunya / European Commission
2017-01-01
Conference paper
Electronic Resource
English
DDC:
690
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