A NEW METHOD FOR CLUSTERING WIND SPEED DATA IN WIND POWER PLANTS USING FCM AND PSO ALGORITHMS

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

AFRAKHTEH H.; BOSTANI AMLASHI Y.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, A- MUHANDISI -I BARQ Year:2010 | Volume:8 | Issue:3 Page(s): 210-214

Download Full-Text

Persian Verion

View:

1,232

Download:

Cites:

Information Journal Paper

Title

A NEW METHOD FOR CLUSTERING WIND SPEED DATA IN WIND POWER PLANTS USING FCM AND PSO ALGORITHMS

Author(s)

AFRAKHTEH H. | BOSTANI AMLASHI Y. | Issue Writer Certificate

Keywords

CLUSTERINGQ2

WIND POWER PLANTSQ2

FCMQ3

K-MEANSQ3

PSOQ3

Abstract

Fuzzy CLUSTERING Method (FCM) is a commonly used method of data CLUSTERING. But, when too much data are available, the use of this method usually may lead to non-homogeneous distribution of data. In this paper a new method for CLUSTERING of wind speed data in wind farms is presented. In this method, using the PSO algorithm, wind speed data is clustered and the obtained results are compared with those of FCM and K-MEANS CLUSTERING methods. Simulation results indicate the proposed method has better convergence than K-MEANS and FCM methods, especially in conditions which too much data are not available.

Cites

No record.

References

No record.

Cite

APA: Copy

AFRAKHTEH, H., & BOSTANI AMLASHI, Y.. (2010). A NEW METHOD FOR CLUSTERING WIND SPEED DATA IN WIND POWER PLANTS USING FCM AND PSO ALGORITHMS. NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN), 8(3), 210-214. SID. https://sid.ir/paper/53745/en

Vancouver: Copy

AFRAKHTEH H., BOSTANI AMLASHI Y.. A NEW METHOD FOR CLUSTERING WIND SPEED DATA IN WIND POWER PLANTS USING FCM AND PSO ALGORITHMS. NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN)[Internet]. 2010;8(3):210-214. Available from: https://sid.ir/paper/53745/en

IEEE: Copy

H. AFRAKHTEH, and Y. BOSTANI AMLASHI, “A NEW METHOD FOR CLUSTERING WIND SPEED DATA IN WIND POWER PLANTS USING FCM AND PSO ALGORITHMS,” NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN), vol. 8, no. 3, pp. 210–214, 2010, [Online]. Available: https://sid.ir/paper/53745/en

Related Journal Papers