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Tuning of the PI Controller Parameters of a PMSG Wind Turbine to Improve Control Performance under Various Wind Speeds

Authors :
Yun-Su Kim
Seung-Il Moon
Il-Yop Chung
Source :
Energies, Volume 8, Issue 2, Pages 1406-1425, Energies(8): 2, Energies, Vol 8, Iss 2, Pp 1406-1425 (2015)
Publication Year :
2015
Publisher :
Multidisciplinary Digital Publishing Institute, 2015.

Abstract

This paper presents a method to seek the PI controller parameters of a PMSG wind turbine to improve control performance. Since operating conditions vary with the wind speed, therefore the PI controller parameters should be determined as a function of the wind speed. Small-signal modeling of a PMSG WT is implemented to analyze the stability under various operating conditions and with eigenvalues obtained from the small-signal model of the PMSG WT, which are coordinated by adjusting the PI controller parameters. The parameters to be tuned are chosen by investigating participation factors of state variables, which simplifies the problem by reducing the number of parameters to be tuned. The process of adjusting these PI controller parameters is carried out using particle swarm optimization (PSO). To characterize the improvements in the control method due to the PSO method of tuning the PI controller parameters, the PMSG WT is modeled using the MATLAB/SimPowerSystems libraries with the obtained PI controller parameters.

Details

Language :
English
ISSN :
19961073
Database :
OpenAIRE
Journal :
Energies
Accession number :
edsair.doi.dedup.....f5648e7f44e32f75dadb494ded70d607
Full Text :
https://doi.org/10.3390/en8021406