Short-term memory-based control of wind energy conversion systems

Xiao-Yan MEI; Zhao SUN; Bin LI; Zhi YANG; Yong D. SONG

doi:10.1109/CACSD-CCA-ISIC.2006.4777026

Short-term memory-based control of wind energy conversion systems

Xiao-Yan MEI^*
, Zhao SUN
, Bin LI
, Zhi YANG
, Yong D. SONG

^*Corresponding author for this work

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

1 Citation (Scopus)

Abstract

Variable speed wind turbine control is essential in extracting maximum electric power out of available wind power. The paper presents a memory-based method for variable speed control of wind energy conversion systems. The fundamental idea behind the method is to use certain memorized information (i.e., current rotor speed tracking error, most recent speed tracking error, and previous control experience) to directly modify the control command. The salient feature of the proposed approach lies in its simplicity in design and implementation. Furthermore, the total required memory space does not grow with time and is much smaller than most existing learning control methods. It is shown that this method, when applied to firing angle control of wind turbines, is able to ensure rotor speed tracking in the presence of varying operation conditions, as verified via computer simulation. ©2006 IEEE.

Original language	English
Title of host publication	Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control
Publisher	IEEE
Pages	2462-2467
Number of pages	6
ISBN (Print)	0780397967, 0780397975, 0780397983
DOIs	https://doi.org/10.1109/CACSD-CCA-ISIC.2006.4777026
Publication status	Published - 2006
Externally published	Yes

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10.1109/CACSD-CCA-ISIC.2006.4777026

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MEI, X.-Y., SUN, Z., LI, B., YANG, Z., & SONG, Y. D. (2006). Short-term memory-based control of wind energy conversion systems. In Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control (pp. 2462-2467). Article 4777026 IEEE. https://doi.org/10.1109/CACSD-CCA-ISIC.2006.4777026

@inproceedings{0453472288b6443992f6d3c442550c13,

title = "Short-term memory-based control of wind energy conversion systems",

abstract = "Variable speed wind turbine control is essential in extracting maximum electric power out of available wind power. The paper presents a memory-based method for variable speed control of wind energy conversion systems. The fundamental idea behind the method is to use certain memorized information (i.e., current rotor speed tracking error, most recent speed tracking error, and previous control experience) to directly modify the control command. The salient feature of the proposed approach lies in its simplicity in design and implementation. Furthermore, the total required memory space does not grow with time and is much smaller than most existing learning control methods. It is shown that this method, when applied to firing angle control of wind turbines, is able to ensure rotor speed tracking in the presence of varying operation conditions, as verified via computer simulation. {\textcopyright}2006 IEEE.",

author = "Xiao-Yan MEI and Zhao SUN and Bin LI and Zhi YANG and SONG, \{Yong D.\}",

year = "2006",

doi = "10.1109/CACSD-CCA-ISIC.2006.4777026",

language = "English",

isbn = "0780397967",

pages = "2462--2467",

booktitle = "Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control",

publisher = "IEEE",

}

MEI, X-Y, SUN, Z, LI, B, YANG, Z & SONG, YD 2006, Short-term memory-based control of wind energy conversion systems. in Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control ., 4777026, IEEE, pp. 2462-2467. https://doi.org/10.1109/CACSD-CCA-ISIC.2006.4777026

Short-term memory-based control of wind energy conversion systems. / MEI, Xiao-Yan; SUN, Zhao; LI, Bin et al.
Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control . IEEE, 2006. p. 2462-2467 4777026.

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

TY - GEN

T1 - Short-term memory-based control of wind energy conversion systems

AU - MEI, Xiao-Yan

AU - SUN, Zhao

AU - LI, Bin

AU - YANG, Zhi

AU - SONG, Yong D.

PY - 2006

Y1 - 2006

N2 - Variable speed wind turbine control is essential in extracting maximum electric power out of available wind power. The paper presents a memory-based method for variable speed control of wind energy conversion systems. The fundamental idea behind the method is to use certain memorized information (i.e., current rotor speed tracking error, most recent speed tracking error, and previous control experience) to directly modify the control command. The salient feature of the proposed approach lies in its simplicity in design and implementation. Furthermore, the total required memory space does not grow with time and is much smaller than most existing learning control methods. It is shown that this method, when applied to firing angle control of wind turbines, is able to ensure rotor speed tracking in the presence of varying operation conditions, as verified via computer simulation. ©2006 IEEE.

AB - Variable speed wind turbine control is essential in extracting maximum electric power out of available wind power. The paper presents a memory-based method for variable speed control of wind energy conversion systems. The fundamental idea behind the method is to use certain memorized information (i.e., current rotor speed tracking error, most recent speed tracking error, and previous control experience) to directly modify the control command. The salient feature of the proposed approach lies in its simplicity in design and implementation. Furthermore, the total required memory space does not grow with time and is much smaller than most existing learning control methods. It is shown that this method, when applied to firing angle control of wind turbines, is able to ensure rotor speed tracking in the presence of varying operation conditions, as verified via computer simulation. ©2006 IEEE.

UR - https://www.scopus.com/pages/publications/77952892290

U2 - 10.1109/CACSD-CCA-ISIC.2006.4777026

DO - 10.1109/CACSD-CCA-ISIC.2006.4777026

M3 - Conference paper (refereed)

AN - SCOPUS:77952892290

SN - 0780397967

SN - 0780397975

SN - 0780397983

SP - 2462

EP - 2467

BT - Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control

PB - IEEE

ER -

MEI XY, SUN Z, LI B, YANG Z, SONG YD. Short-term memory-based control of wind energy conversion systems. In Proceedings of the 2006 IEEE International Conference on Control Applications, 2006 IEEE Conference on Computer-Aided Control Systems Design, 2006 IEEE International Symposium on Intelligent Control . IEEE. 2006. p. 2462-2467. 4777026 doi: 10.1109/CACSD-CCA-ISIC.2006.4777026

Short-term memory-based control of wind energy conversion systems

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