Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Camilo Garcia-Tenorio"'
Publikováno v:
Automation, Vol 4, Iss 1, Pp 57-77 (2023)
This paper provides the theoretical foundation for the approximation of the regions of attraction in hyperbolic and polynomial systems based on the eigenfunctions deduced from the data-driven approximation of the Koopman operator. In addition, it sho
Externí odkaz:
https://doaj.org/article/01a1b3f8c8f94a0cba29dfe7a9e8d08b
Publikováno v:
Mathematics, Vol 10, Iss 20, p 3859 (2022)
Extended Dynamic Mode Decomposition (EDMD) allows an approximation of the Koopman operator to be derived in the form of a truncated (finite dimensional) linear operator in a lifted space of (nonlinear) observable functions. EDMD can operate in a pure
Externí odkaz:
https://doaj.org/article/24805286715a4f4ebc95df981b793199
Autor:
Duvan Tellez-Castro, Camilo Garcia-Tenorio, Eduardo Mojica-Nava, Jorge Sofrony, Alain Vande Wouwer
Publikováno v:
Actuators, Vol 11, Iss 6, p 151 (2022)
Interconnected systems are widespread in modern technological systems. Designing a reliable control strategy requires modeling and analysis of the system, which can be a complicated, or even impossible, task in some cases. However, current technologi
Externí odkaz:
https://doaj.org/article/247dfc467ae8446a9675b2422b9ee111
Publikováno v:
Mathematics, Vol 9, Iss 10, p 1119 (2021)
The extended dynamic mode decomposition algorithm is a tool for accurately approximating the point spectrum of the Koopman operator. This algorithm provides an approximate linear expansion of non-linear discrete-time systems, which can be useful for
Externí odkaz:
https://doaj.org/article/897cd93b824249e99c039f881fbb1e39
Publikováno v:
2022 26th International Conference on System Theory, Control and Computing (ICSTCC).
Publikováno v:
2022 8th International Conference on Control, Decision and Information Technologies (CoDIT).
Publikováno v:
ICSTCC
A parallel-flow regenerative kiln is an efficient calcination process for the production of quicklime. It is a complex process where two connecting shafts work in tandem with alternating burning and regeneration cycles that improve the calcination ef
Linearization in the Large of the Anaerobic Digestion Process Using a Reduced-Order Koopman Operator
Publikováno v:
IFAC-PapersOnLine. 53:16840-16845
The identification of accurate models for the anaerobic digestion process is essential for the characterization of the region that guarantees the conservation of the bacteria population. Traditional techniques involve the identification of nonlinear
Publikováno v:
Nonlinear Engineering, Vol 10, Iss 1, Pp 109-131 (2021)
Nonlinear biochemical systems such as the anaerobic digestion process experience the problem of the multi-stability phenomena, and thus, the dynamic spectrum of the system has several undesired equilibrium states. As a result, the selection of initia
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3202b89ae342bcd9074988196e2ef4e9
https://lirias.kuleuven.be/handle/123456789/677625
https://lirias.kuleuven.be/handle/123456789/677625
Autor:
Camilo Garcia-Tenorio, Eduardo Mojica-Nava, Duva Andres Tellez Castro, Alain Vande Wouwer, Jorge Sofrony Esmeral
Publikováno v:
Actuators; Volume 11; Issue 6; Pages: 151
Interconnected systems are widespread in modern technological systems. Designing a reliable control strategy requires modeling and analysis of the system, which can be a complicated, or even impossible, task in some cases. However, current technologi