Building training patterns for modelling MR dampers

Jorge De J Lozoya-Santos, Javier A. Ruiz-Cabrera, Vicente Diaz-Salas, Ruben Morales-Menendez, Ricardo Ramirez-Mendoza

Resultado de la investigación

4 Citas (Scopus)

Resumen

A method for training patterns validation for modelling MR damper is proposed. The method was validated with two models based on black-box and semi-phenomenological approaches. An input pattern that allows a better identification of the MR damper model was found. Including a frequency modulated displacement and increased clock period in the training pattern, the MR damper model fitting is improved. Also, the designed input pattern minimizes of training phase and reduces of the number of experiments. Additionally, incorporation of the electric current in the MR models outperforms the modelling approach.
Idioma originalEnglish
Páginas156-161
Número de páginas6
EstadoPublished - 1 dic 2009
Publicado de forma externa
EventoICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings -
Duración: 1 dic 2009 → …

Conference

ConferenceICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings
Período1/12/09 → …

Huella dactilar

Electric currents
Clocks
Identification (control systems)
Experiments

Citar esto

Lozoya-Santos, J. D. J., Ruiz-Cabrera, J. A., Diaz-Salas, V., Morales-Menendez, R., & Ramirez-Mendoza, R. (2009). Building training patterns for modelling MR dampers. 156-161. Papel presentado en ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, .
Lozoya-Santos, Jorge De J ; Ruiz-Cabrera, Javier A. ; Diaz-Salas, Vicente ; Morales-Menendez, Ruben ; Ramirez-Mendoza, Ricardo. / Building training patterns for modelling MR dampers. Papel presentado en ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, .6 p.
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title = "Building training patterns for modelling MR dampers",
abstract = "A method for training patterns validation for modelling MR damper is proposed. The method was validated with two models based on black-box and semi-phenomenological approaches. An input pattern that allows a better identification of the MR damper model was found. Including a frequency modulated displacement and increased clock period in the training pattern, the MR damper model fitting is improved. Also, the designed input pattern minimizes of training phase and reduces of the number of experiments. Additionally, incorporation of the electric current in the MR models outperforms the modelling approach.",
author = "Lozoya-Santos, {Jorge De J} and Ruiz-Cabrera, {Javier A.} and Vicente Diaz-Salas and Ruben Morales-Menendez and Ricardo Ramirez-Mendoza",
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pages = "156--161",
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Lozoya-Santos, JDJ, Ruiz-Cabrera, JA, Diaz-Salas, V, Morales-Menendez, R & Ramirez-Mendoza, R 2009, 'Building training patterns for modelling MR dampers', Papel presentado en ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, 1/12/09 pp. 156-161.

Building training patterns for modelling MR dampers. / Lozoya-Santos, Jorge De J; Ruiz-Cabrera, Javier A.; Diaz-Salas, Vicente; Morales-Menendez, Ruben; Ramirez-Mendoza, Ricardo.

2009. 156-161 Papel presentado en ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, .

Resultado de la investigación

TY - CONF

T1 - Building training patterns for modelling MR dampers

AU - Lozoya-Santos, Jorge De J

AU - Ruiz-Cabrera, Javier A.

AU - Diaz-Salas, Vicente

AU - Morales-Menendez, Ruben

AU - Ramirez-Mendoza, Ricardo

PY - 2009/12/1

Y1 - 2009/12/1

N2 - A method for training patterns validation for modelling MR damper is proposed. The method was validated with two models based on black-box and semi-phenomenological approaches. An input pattern that allows a better identification of the MR damper model was found. Including a frequency modulated displacement and increased clock period in the training pattern, the MR damper model fitting is improved. Also, the designed input pattern minimizes of training phase and reduces of the number of experiments. Additionally, incorporation of the electric current in the MR models outperforms the modelling approach.

AB - A method for training patterns validation for modelling MR damper is proposed. The method was validated with two models based on black-box and semi-phenomenological approaches. An input pattern that allows a better identification of the MR damper model was found. Including a frequency modulated displacement and increased clock period in the training pattern, the MR damper model fitting is improved. Also, the designed input pattern minimizes of training phase and reduces of the number of experiments. Additionally, incorporation of the electric current in the MR models outperforms the modelling approach.

M3 - Paper

SP - 156

EP - 161

ER -

Lozoya-Santos JDJ, Ruiz-Cabrera JA, Diaz-Salas V, Morales-Menendez R, Ramirez-Mendoza R. Building training patterns for modelling MR dampers. 2009. Papel presentado en ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, .