Mostrando 10 resultados de: 10
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Publisher
2022 IEEE International Conference on Automation 25th Congress of the Chilean Association of Automatic Control for the Development of Sustainable Agricultural Systems Ica Acca 2022(1)
2022 IEEE International Conference on Automation/25th Congress of the Chilean Association of Automatic Control: For the Development of Sustainable Agricultural Systems, ICA-ACCA 2022(1)
2023 International Future Energy Electronics Conference Ifeec 2023(1)
2024 IEEE International Conference on Automation 26th Congress of the Chilean Association of Automatic Control Ica Acca 2024(1)
European Control Conference Ecc 2003(1)
Área de conocimiento
Sistema de control(2)
Teoría de control(2)
Algoritmo(1)
Aprendizaje automático(1)
Energía renovable(1)
Objetivos de Desarrollo Sostenible
ODS 9: Industria, innovación e infraestructura(4)
ODS 13: Acción por el clima(2)
ODS 4: Educación de calidad(2)
ODS 7: Energía asequible y no contaminante(2)
ODS 17: Alianzas para lograr los objetivos(1)
Origen
scopus(10)
A neural approximation to the explicit solution of constrained linear MPC
Conference ObjectAbstract: The solution to constrained linear model predictive control (MPC) problems can be pre-computed off-lPalabras claves:Approximation, Constrained linear control, Explicit solution, Model Pbkp_redictive Control, model predictive control, Neural networksAutores:Goodwin G.C., Haimovich H., Juan C. Agüero, Seron M.M.Fuentes:scopusAn Alternative Optimization Approach for MPC Control of PV plants with Energy Storage
Conference ObjectAbstract: An alternative approach for the optimization of a financial cost functional associated to the predicPalabras claves:Control theory, Model Pbkp_redictive Control, model predictive control, Smart gridAutores:Carvajal R., Juan C. Agüero, Rojas J., Silva C.A.Fuentes:scopusFPGA Implementation of ADMM for Model Predictive Control in a DC/AC Converter
Conference ObjectAbstract: This work reports the design and evaluation of an implicit Model Predictive Control scheme tailoredPalabras claves:Alternating Direction Method of Multipliers, DC/AC converter, Field-programmable gate arrays, Model Pbkp_redictive Control, model predictive control, power electronicsAutores:Ahuar R.L., Carvajal G., Cedeno A.L., Escarate J., Juan C. Agüero, Juan Escarate, Lopez R., Silva C.A.Fuentes:scopusEnhancing anaerobic digestion performance with offset-free model predictive control
ArticleAbstract: This study presents the development of a nonlinear model predictive controller (NMPC) for an anaerobPalabras claves:anaerobic digestion, extended Kalman filter, model predictive control, Parameter IdentificationAutores:Alain Vande Wouwer, Cedeno A.L., Juan C. Agüero, Laurent Dewasme, Lino O. Santos, Michel Azúa-Poblete, Santiago García-GenFuentes:scopusNeural Network-Based Approximation of Continuous Control Set MPC for the Primary Control of DERs in AC Microgrids
ArticleAbstract: This article presents the design and functional validation of deep neural network-based approximatorPalabras claves:Approximation, Deep Neural Network, distributed energy resource, model predictive control, primary controlAutores:Carvajal G., Dave Figueroa, Francisco Abusleme, Ignacio A. Acosta, Juan C. Agüero, Silva C.A.Fuentes:scopusLeveraging High Level Synthesis for the Design of Hardware Accelerators for Model Predictive Control
OtherAbstract: This work explores the benefits of using the High-Level Synthesis paradigm for the rapid design of FPalabras claves:Field Programmable Gate Array, High Level Synthesis, model predictive controlAutores:Alfonso Cortés, Carvajal G., Juan C. Agüero, Silva C.A.Fuentes:scopusDNN-based Long Prediction Horizon Finite Control Set MPC with Switching Effort Penalization
OtherAbstract: This article explores the design and analysis of deep neural network-based approximators for constraPalabras claves:Deep Neural Networks, model predictive control, power electronics, UPS systemsAutores:Carvajal G., Cedeno A.L., Ignacio A. Acosta, Juan C. Agüero, Silva C.A.Fuentes:scopusFPGA Implementation of Artificial Neural Networks for Model Predictive Control
OtherAbstract: Traditionally, the real-time implementation of Model Predictive Control (MPC) has been limited by prPalabras claves:Artificial neural network, Field Programmable Gate Array, hls4ml, model predictive control, quantizationAutores:Alfonso Cortés, Carvajal G., Juan C. Agüero, Juan J. Vaasquez, Silva C.A.Fuentes:scopusModel Predictive Control for Suppression of Zero-Sequence Current in Open-End Winding Induction Motors
OtherAbstract: This paper presents a Model Predictive Control approach for Open-End Winding Induction Motors with cPalabras claves:Electric Machine Drive Systems, model predictive control, Open-End Winding Induction Motors, System modeling, Zero-sequence current suppressionAutores:Carvajal G., Jaime Guzmán, Juan C. Agüero, Silva C.A.Fuentes:scopusModel predictive control for laser beam shaping
ArticleAbstract: Adaptive Optics (AO) is a technique used to mitigate the effect of the atmosphere in the resolutionPalabras claves:Adaptive optics, Laser Shaping, Model Pbkp_redictive Control, model predictive control, Optimal ControlAutores:Escarate P., Juan C. Agüero, Marchioni J., Zúñiga S.Fuentes:scopus