Autosoft Journal

Online Manuscript Access


Control of Pitch Angle of Wind Turbine by Fuzzy Pid Controller


Authors



Abstract

This article presents a study on set of PID parameters of blade pitch angle controller of wind turbine with fuzzy logic algorithm. Three individual control methods were used to control the wind turbine pitch angle. These control methods are conventional PI, fuzzy and fuzzy PID. With the use of these control methods, the system was protected from possible harms in high wind speed region and maintained changing of nominal output power. It was aimed to the control the wind turbine blade pitch angle in different wind speeds and to hold the output power stable in the set point by simulation of controllers with Matlab/Simulink Software. By evaluating the steady state time of output power received from the simulation results and steady state errors, the performances of the control systems have been measured and compared with one another. As a result of these simulation comparisons, it is clear that fuzzy PID controller performed better than PI and Fuzzy Controller.


Keywords


Pages

Total Pages: 9
Pages: 463-471

DOI
10.1080/10798587.2015.1095417


Manuscript ViewPdf Subscription required to access this document

Obtain access this manuscript in one of the following ways


Already subscribed?

Need information on obtaining a subscription? Personal and institutional subscriptions are available.

Already an author? Have access via email address?


Published

Volume: 22
Issue: 3
Year: 2015

Cite this document


References

Burton, Tony et al. "Wind Energy Handbook." (2001): n. pag. Crossref. Web. https://doi.org/10.1002/0470846062

Chen, Chiung Hsing, Chih-Ming Hong, and Ting-Chia Ou. "Hybrid Fuzzy Control of Wind Turbine Generator by Pitch Control Using RNN." International Journal of Ambient Energy 33.2 (2012): 56-64. Crossref. Web. https://doi.org/10.1080/01430750.2011.630754

Choi, Oh-Kyu et al. "BIBO Stability Analysis of TSK Fuzzy PI/PD Control Systems." Intelligent Automation & Soft Computing 21.4 (2015): 645-658. Crossref. Web. https://doi.org/10.1080/10798587.2015.1015243

Duong, Minh Quan et al. "Pitch Angle Control Using Hybrid Controller for All Operating Regions of SCIG Wind Turbine System." Renewable Energy 70 (2014): 197-203. Crossref. Web. https://doi.org/10.1016/j.renene.2014.03.072

Hemami A. Wind turbine technology

Idowu, Peter. "Fuzzy Speed Regulation of A Wind-Turbine DC Generator." Intelligent Automation & Soft Computing 2.1 (1996): 27-36. Crossref. Web. https://doi.org/10.1080/10798587.1996.10750653

Jelavic, M., V. Petrovic, and N. Peric. "Individual Pitch Control of Wind Turbine Based on Loads Estimation." 2008 34th Annual Conference of IEEE Industrial Electronics (2008): n. pag. Crossref. Web. https://doi.org/10.1109/IECON.2008.4757957

Musyafa A. International Journal of Engineering & Technology

Ponce, Pedro, Arturo Molina, and Brian MacCleery. "Integrated Intelligent Control and Fault System for Wind Generators." Intelligent Automation & Soft Computing 19.3 (2013): 373-389. Crossref. Web. https://doi.org/10.1080/10798587.2013.778038

Poznyak, A. S., and E.N. Sanchez. "Nonlinear System Approximation by Neural Networks: Error Stability Analysis." Intelligent Automation & Soft Computing 1.3 (1995): 247-257. Crossref. Web. https://doi.org/10.1080/10798587.1995.10750633

Qi, Yishuang, and Qingjin Meng. "The Application of Fuzzy PID Control in Pitch Wind Turbine." Energy Procedia 16 (2012): 1635-1641. Crossref. Web. https://doi.org/10.1016/j.egypro.2012.01.254

Sato, Mika, and Yoshiharu Sato. "On A General Fuzzy Additive Clustering Model." Intelligent Automation & Soft Computing 1.4 (1995): 439-448. Crossref. Web. https://doi.org/10.1080/10798587.1995.10750648

Senjyu, Tomonobu et al. "Output Power Control of Wind Turbine Generator by Pitch Angle Control Using Minimum Variance Control." Electrical Engineering in Japan 154.2 (2006): 10-18. Crossref. Web. https://doi.org/10.1002/eej.20247

Tong W Wind power generation and wind turbine design

Viljamaa, Pauli, and Heikki N. Koivo. "Tuning of a Multivariable Fuzzy Logic Controller." Intelligent Automation & Soft Computing 1.1 (1995): 15-28. Crossref. Web. https://doi.org/10.1080/10798587.1995.10750618

Yilmaz, Ahmet Serdar, and Zafer Özer. "Pitch Angle Control in Wind Turbines Above the Rated Wind Speed by Multi-Layer Perceptron and Radial Basis Function Neural Networks." Expert Systems with Applications 36.6 (2009): 9767-9775. Crossref. Web. https://doi.org/10.1016/j.eswa.2009.02.014

JOURNAL INFORMATION


ISSN PRINT: 1079-8587
ISSN ONLINE: 2326-005X
DOI PREFIX: 10.31209
10.1080/10798587 with T&F
IMPACT FACTOR: 0.652 (2017/2018)
Journal: 1995-Present




CONTACT INFORMATION


TSI Press
18015 Bullis Hill
San Antonio, TX 78258 USA
PH: 210 479 1022
FAX: 210 479 1048
EMAIL: tsiepress@gmail.com
WEB: http://www.wacong.org/tsi/