Publication

Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators

Barradas Berglind, J., Wisniewski, R. & Jayawardhana, B., Jul-2020, In : European Journal of Control. 54, p. 140-151 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

APA

Barradas Berglind, J., Wisniewski, R., & Jayawardhana, B. (2020). Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators. European Journal of Control, 54, 140-151. https://doi.org/10.1016/j.ejcon.2019.11.004

Author

Barradas Berglind, Jesus ; Wisniewski, Rafał ; Jayawardhana, Bayu. / Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators. In: European Journal of Control. 2020 ; Vol. 54. pp. 140-151.

Harvard

Barradas Berglind, J, Wisniewski, R & Jayawardhana, B 2020, 'Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators', European Journal of Control, vol. 54, pp. 140-151. https://doi.org/10.1016/j.ejcon.2019.11.004

Standard

Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators. / Barradas Berglind, Jesus; Wisniewski, Rafał; Jayawardhana, Bayu.

In: European Journal of Control, Vol. 54, 07.2020, p. 140-151.

Research output: Contribution to journalArticleAcademicpeer-review

Vancouver

Barradas Berglind J, Wisniewski R, Jayawardhana B. Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators. European Journal of Control. 2020 Jul;54:140-151. https://doi.org/10.1016/j.ejcon.2019.11.004


BibTeX

@article{de2d544dd1ff48babe34648fc4ee71e6,
title = "Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators",
abstract = "In this paper, we propose an approximation method for the well-known fatigue-damage estimation of rainflow counting (RFC) using the dissipativity property of hysteresis operators that can be embedded in model predictive control (MPC) frameworks. Firstly, we revisit results that establish the equivalence between RFC to an energy dissipation property of an infinite-dimensional operator of the Preisach hysteresis model. Subsequently, we approximate the Preisach model using a finite- dimensional differential Duhem hysteresis model and propose an extended MPC scheme that takes into account the dissipated energy of Duhem hysteresis model as a damage proxy in the optimization problem formulation. Lastly, we present an example of control design for damage minimization in the shaft of a wind turbine where we illustrate the proposed strategy.",
keywords = "model predictive control, hysteresis, wind energy, SYSTEMS, STABILITY",
author = "{Barradas Berglind}, Jesus and Rafał Wisniewski and Bayu Jayawardhana",
year = "2020",
month = "7",
doi = "10.1016/j.ejcon.2019.11.004",
language = "English",
volume = "54",
pages = "140--151",
journal = "European Journal of Control",
issn = "0947-3580",
publisher = "ELSEVIER SCIENCE BV",

}

RIS

TY - JOUR

T1 - Model Predictive Control with Fatigue-Damage Minimization through the Dissipativity Property of Hysteresis Operators

AU - Barradas Berglind, Jesus

AU - Wisniewski, Rafał

AU - Jayawardhana, Bayu

PY - 2020/7

Y1 - 2020/7

N2 - In this paper, we propose an approximation method for the well-known fatigue-damage estimation of rainflow counting (RFC) using the dissipativity property of hysteresis operators that can be embedded in model predictive control (MPC) frameworks. Firstly, we revisit results that establish the equivalence between RFC to an energy dissipation property of an infinite-dimensional operator of the Preisach hysteresis model. Subsequently, we approximate the Preisach model using a finite- dimensional differential Duhem hysteresis model and propose an extended MPC scheme that takes into account the dissipated energy of Duhem hysteresis model as a damage proxy in the optimization problem formulation. Lastly, we present an example of control design for damage minimization in the shaft of a wind turbine where we illustrate the proposed strategy.

AB - In this paper, we propose an approximation method for the well-known fatigue-damage estimation of rainflow counting (RFC) using the dissipativity property of hysteresis operators that can be embedded in model predictive control (MPC) frameworks. Firstly, we revisit results that establish the equivalence between RFC to an energy dissipation property of an infinite-dimensional operator of the Preisach hysteresis model. Subsequently, we approximate the Preisach model using a finite- dimensional differential Duhem hysteresis model and propose an extended MPC scheme that takes into account the dissipated energy of Duhem hysteresis model as a damage proxy in the optimization problem formulation. Lastly, we present an example of control design for damage minimization in the shaft of a wind turbine where we illustrate the proposed strategy.

KW - model predictive control

KW - hysteresis

KW - wind energy

KW - SYSTEMS

KW - STABILITY

U2 - 10.1016/j.ejcon.2019.11.004

DO - 10.1016/j.ejcon.2019.11.004

M3 - Article

VL - 54

SP - 140

EP - 151

JO - European Journal of Control

JF - European Journal of Control

SN - 0947-3580

ER -

ID: 102061317