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The use of 'particle swarm' to optimize the control system in a PZT laminated plate

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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The use of 'particle swarm' to optimize the control system in a PZT laminated plate. / Montazeri, Allahyar; Poshtan, Javad; Yousefi-Koma, Aghil.
In: Smart Materials and Structures, Vol. 17, No. 4, 045027, 08.2008.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Montazeri, A, Poshtan, J & Yousefi-Koma, A 2008, 'The use of 'particle swarm' to optimize the control system in a PZT laminated plate', Smart Materials and Structures, vol. 17, no. 4, 045027. https://doi.org/10.1088/0964-1726/17/4/045027

APA

Montazeri, A., Poshtan, J., & Yousefi-Koma, A. (2008). The use of 'particle swarm' to optimize the control system in a PZT laminated plate. Smart Materials and Structures, 17(4), Article 045027. https://doi.org/10.1088/0964-1726/17/4/045027

Vancouver

Montazeri A, Poshtan J, Yousefi-Koma A. The use of 'particle swarm' to optimize the control system in a PZT laminated plate. Smart Materials and Structures. 2008 Aug;17(4):045027. doi: 10.1088/0964-1726/17/4/045027

Author

Montazeri, Allahyar ; Poshtan, Javad ; Yousefi-Koma, Aghil. / The use of 'particle swarm' to optimize the control system in a PZT laminated plate. In: Smart Materials and Structures. 2008 ; Vol. 17, No. 4.

Bibtex

@article{98fe8ec71f204cd8a0bb7ef8b70af9f4,
title = "The use of 'particle swarm' to optimize the control system in a PZT laminated plate",
abstract = "In many active noise and vibration control systems it is desired to reduce the vibration and also the noise emitted by flexible structures. With this objective the task of the controller is to control the maximum number of modes allowed by the control system's limitations. Some of the key parameters in the control system design for this purpose are the location, number and size of actuators and sensors on a flexible structure. In this paper a simply-supported thin plate with laminated piezoelectric sensors and actuators is studied for noise and vibration attenuation. For this purpose, a performance index based on Hankel singular values of the system is selected. The resulting nonlinear optimization problem is solved using a new particle swarm optimization (PSO) algorithm. The results are compared with a genetic algorithm and verified with a simple state-feedback controller.",
keywords = "ACTUATOR, SENSOR PLACEMENT, FLEXIBLE STRUCTURES, OPTIMAL SENSOR/ACTUATOR PLACEMENT, ALGORITHM",
author = "Allahyar Montazeri and Javad Poshtan and Aghil Yousefi-Koma",
year = "2008",
month = aug,
doi = "10.1088/0964-1726/17/4/045027",
language = "English",
volume = "17",
journal = "Smart Materials and Structures",
issn = "0964-1726",
publisher = "IOP Publishing Ltd.",
number = "4",

}

RIS

TY - JOUR

T1 - The use of 'particle swarm' to optimize the control system in a PZT laminated plate

AU - Montazeri, Allahyar

AU - Poshtan, Javad

AU - Yousefi-Koma, Aghil

PY - 2008/8

Y1 - 2008/8

N2 - In many active noise and vibration control systems it is desired to reduce the vibration and also the noise emitted by flexible structures. With this objective the task of the controller is to control the maximum number of modes allowed by the control system's limitations. Some of the key parameters in the control system design for this purpose are the location, number and size of actuators and sensors on a flexible structure. In this paper a simply-supported thin plate with laminated piezoelectric sensors and actuators is studied for noise and vibration attenuation. For this purpose, a performance index based on Hankel singular values of the system is selected. The resulting nonlinear optimization problem is solved using a new particle swarm optimization (PSO) algorithm. The results are compared with a genetic algorithm and verified with a simple state-feedback controller.

AB - In many active noise and vibration control systems it is desired to reduce the vibration and also the noise emitted by flexible structures. With this objective the task of the controller is to control the maximum number of modes allowed by the control system's limitations. Some of the key parameters in the control system design for this purpose are the location, number and size of actuators and sensors on a flexible structure. In this paper a simply-supported thin plate with laminated piezoelectric sensors and actuators is studied for noise and vibration attenuation. For this purpose, a performance index based on Hankel singular values of the system is selected. The resulting nonlinear optimization problem is solved using a new particle swarm optimization (PSO) algorithm. The results are compared with a genetic algorithm and verified with a simple state-feedback controller.

KW - ACTUATOR

KW - SENSOR PLACEMENT

KW - FLEXIBLE STRUCTURES

KW - OPTIMAL SENSOR/ACTUATOR PLACEMENT

KW - ALGORITHM

U2 - 10.1088/0964-1726/17/4/045027

DO - 10.1088/0964-1726/17/4/045027

M3 - Journal article

VL - 17

JO - Smart Materials and Structures

JF - Smart Materials and Structures

SN - 0964-1726

IS - 4

M1 - 045027

ER -