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

Research output: Contribution to conferencePaper

4 Citations (Scopus)

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.
Original languageEnglish
Pages156-161
Number of pages6
Publication statusPublished - 1 Dec 2009
Externally publishedYes
EventICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings -
Duration: 1 Dec 2009 → …

Conference

ConferenceICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings
Period1/12/09 → …

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Electric currents
Clocks
Identification (control systems)
Experiments

Cite this

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. Paper presented at 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. Paper presented at ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, .6 p.
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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' Paper presented at 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 Paper presented at ICINCO 2009 - 6th International Conference on Informatics in Control, Automation and Robotics, Proceedings, .

Research output: Contribution to conferencePaper

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AU - Lozoya-Santos, Jorge De J

AU - Ruiz-Cabrera, Javier A.

AU - Diaz-Salas, Vicente

AU - Morales-Menendez, Ruben

AU - Ramirez-Mendoza, Ricardo

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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

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