A Decision Tree-based Method of Loss of Excitation Protection of Synchronous Generators in Presence of UPFC

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.

MOHAMMADZADEH S.; SEIFOSSADAT S.G.; JOURABIAN M.

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

Journal Paper

Paper Information

Journal: TABRIZ JOURNAL OF ELECTRICAL ENGINEERING Year:2020 | Volume:50 | Issue:3 (93) Page(s): 1383-1394

Download Full-Text

Persian Verion

View:

269

Download:

Cites:

Information Journal Paper

Title

A Decision Tree-based Method of Loss of Excitation Protection of Synchronous Generators in Presence of UPFC

Author(s)

MOHAMMADZADEH S. | SEIFOSSADAT S.G. | JOURABIAN M. | Issue Writer Certificate

Keywords

Loss of excitation protection

decision tree

unified power flow controller

berdy plan

Abstract

In this paper, a decision tree-based method of Loss of Excitation (LOE) Protection of Synchronous Generators in Presence of unified power flow controller (UPFC) is presented. The presence of UPFC causes the Berdy relay to be delayed in detecting LOE. In the proposed method, different variables are considered and in the various test and training patterns and using intelligent algorithms, the most suitable variables selected to increases the accuracy in detecting the time of LOE. The simulation results in Matlab/Simulink software validate the accuracy of the proposed method in various loadings, different percentages of loss of excitation, various scenarios of fault and noisy conditions. The results reveal that the proposed method has a better classification accuracy and a higher identification speed under new and unseen operating conditions of LOE and external faults compared to traditional methods.

Cites

No record.

References

No record.

Cite

APA: Copy

MOHAMMADZADEH, S., SEIFOSSADAT, S.G., & JOURABIAN, M.. (2020). A Decision Tree-based Method of Loss of Excitation Protection of Synchronous Generators in Presence of UPFC. TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, 50(3 (93) ), 1383-1394. SID. https://sid.ir/paper/957240/en

Vancouver: Copy

MOHAMMADZADEH S., SEIFOSSADAT S.G., JOURABIAN M.. A Decision Tree-based Method of Loss of Excitation Protection of Synchronous Generators in Presence of UPFC. TABRIZ JOURNAL OF ELECTRICAL ENGINEERING[Internet]. 2020;50(3 (93) ):1383-1394. Available from: https://sid.ir/paper/957240/en

IEEE: Copy

S. MOHAMMADZADEH, S.G. SEIFOSSADAT, and M. JOURABIAN, “A Decision Tree-based Method of Loss of Excitation Protection of Synchronous Generators in Presence of UPFC,” TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, vol. 50, no. 3 (93) , pp. 1383–1394, 2020, [Online]. Available: https://sid.ir/paper/957240/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops