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IFAC Proceedings Volumes (IFAC-PapersOnline)(18)
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Proceedings of the IEEE Conference on Decision and Control(11)
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IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019(7)
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Física aplicada(59)
Ciencias de la computación(52)
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Choosing between open- and closed-loop experiments in linear system identification
ArticleAbstract: This correspondence shows that open-loop experiments are optimal for a broad class of systems when tPalabras claves:Closed-loop systems, identification, Input designAutores:Goodwin G.C., Juan C. AgüeroFuentes:scopusClosed-loop identification of continuous-time systems from non-uniformly sampled data
Conference ObjectAbstract: In this paper, the instrumental variable (IV) and expectation-maximization (EM) methods are combinedPalabras claves:Autores:Chen F., Garnier H., Gilson M., Juan C. Agüero, Schorsch J.Fuentes:scopusComments on the numerical efficiency of constrained MPC of an inverter with LC output filter
Conference ObjectAbstract: In this work, two different solvers are used for Model-based Pbkp_redictive Control (MPC) of an InvePalabras claves:Constrained control, Distributed energy resources, LC filter, MPC control, Power electronicAutores:Ahuar R.L., Cedeno A.L., Juan C. Agüero, Perez-Ibacache R., Silva C.A.Fuentes:scopusAsymptotic statistical analysis for model-based control design strategies
ArticleAbstract: In this paper, we generalize existing fundamental limitations on the accuracy of the estimation of dPalabras claves:Maximum likelihood, Model-based control, system identificationAutores:Esparza A., Godoy B.I., Juan C. Agüero, Rojas C.R.Fuentes:scopusAn algorithm for estimating time-varying commodity price models
Conference ObjectAbstract: Given the current financial crisis, there is renewed interest in modelling how the price of commoditPalabras claves:Autores:Godoy B.I., Goodwin G.C., Juan C. Agüero, Rojas A.J.Fuentes:scopusAn errors-in-variables method for non-stationary data with application to mineral exploration
ArticleAbstract: In this paper, an errors-in-variables (EIV) method is applied to the problem of model estimation forPalabras claves:Errors-in-variables identification, Noise cancellation, Non-stationary signalsAutores:Braslavsky J.H., Goodwin G.C., Juan C. Agüero, Lau K.Fuentes:scopusAn identification method for Errors-in-Variables systems using incomplete data
Conference ObjectAbstract: In this paper we develop a novel identification algorithm for Errors-in-Variables systems (representPalabras claves:Errors-in-Variables systems, Frequency domain identification, Incomplete data, Maximum likelihood, system identificationAutores:Carvajal R., Delgado R.A., Goodwin G.C., Juan C. AgüeroFuentes:scopusAn optimization-based algorithm for model selection using an approximation of Akaike's Information Criterion
Conference ObjectAbstract: In this paper, we consider an optimization approach for model selection using Akaike's Information CPalabras claves:Autores:Carvajal R., Juan C. Agüero, Urrutia G.Fuentes:scopusA 2-step algorithm for the estimation of time-varying single particle tracking models using Maximum Likelihood
Conference ObjectAbstract: Single particle tracking (SPT) is a powerful class of methods for studying the dynamics of biomolecuPalabras claves:Autores:Andersson S.B., Godoy B.I., Juan C. Agüero, Lin Y.Fuentes:scopusA Gaussian Sum Smoothing algorithm for Hammerstein-Wiener State-Space Systems
Conference ObjectAbstract: In this paper, we develop a novel Bayesian smoothing method for obtaining the smoothed probability dPalabras claves:Gaussian sum smoother, Hammerstein-Wiener systems, State Estimation, Two-filter formulaAutores:Carvajal R., Cedeno A.L., Juan C. AgüeroFuentes:scopus