Power swing detection for correct distance relay operation using S-transform and neural networks

Ahmad Farid Abidin; Azah Mohamed; Hussain Shareef

doi:10.1109/PEOCO.2011.5970431

Power swing detection for correct distance relay operation using S-transform and neural networks

Ahmad Farid Abidin, Azah Mohamed, Hussain Shareef

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

This paper presents an advanced technique for detecting power swings for distance relay operation. It uses a derivative of voltage and signal processing technique called as S-transform for feature extraction. Then an artificial neural network (ANN) is deployed in detecting the unstable swing in power systems. This approach overcomes the traditional relay scheme drawback, by distinguishing a fault, stable swing and unstable swing. To illustrate the effectiveness of the proposed approach, simulations were carried out on the IEEE 39 bus test system using the PSS/E software. Test results show that the proposed approach can effectively differentiate the fault, stable swing and unstable swing with a good accuracy.

Original language	English
Title of host publication	2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts
Pages	279-284
Number of pages	6
DOIs	https://doi.org/10.1109/PEOCO.2011.5970431
Publication status	Published - 2011
Externally published	Yes
Event	2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Shah Alam, Selangor, Malaysia Duration: Jun 6 2011 → Jun 7 2011

Publication series

Name	2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts

Conference

Conference	2011 5th International Power Engineering and Optimization Conference, PEOCO 2011
Country/Territory	Malaysia
City	Shah Alam, Selangor
Period	6/6/11 → 6/7/11

Keywords

Artificial Neural Network (ANN)
Distance relay
S-transform
fault
stable swing and unstable swing

ASJC Scopus subject areas

Energy Engineering and Power Technology

Access to Document

10.1109/PEOCO.2011.5970431

Cite this

Abidin, A. F., Mohamed, A., & Shareef, H. (2011). Power swing detection for correct distance relay operation using S-transform and neural networks. In 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts (pp. 279-284). Article 5970431 (2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts). https://doi.org/10.1109/PEOCO.2011.5970431

Power swing detection for correct distance relay operation using S-transform and neural networks. / Abidin, Ahmad Farid; Mohamed, Azah; Shareef, Hussain.
2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts. 2011. p. 279-284 5970431 (2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abidin, AF, Mohamed, A & Shareef, H 2011, Power swing detection for correct distance relay operation using S-transform and neural networks. in 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts., 5970431, 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts, pp. 279-284, 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011, Shah Alam, Selangor, Malaysia, 6/6/11. https://doi.org/10.1109/PEOCO.2011.5970431

Abidin AF, Mohamed A, Shareef H. Power swing detection for correct distance relay operation using S-transform and neural networks. In 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts. 2011. p. 279-284. 5970431. (2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts). doi: 10.1109/PEOCO.2011.5970431

Abidin, Ahmad Farid ; Mohamed, Azah ; Shareef, Hussain. / Power swing detection for correct distance relay operation using S-transform and neural networks. 2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts. 2011. pp. 279-284 (2011 5th International Power Engineering and Optimization Conference, PEOCO 2011 - Program and Abstracts).

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abstract = "This paper presents an advanced technique for detecting power swings for distance relay operation. It uses a derivative of voltage and signal processing technique called as S-transform for feature extraction. Then an artificial neural network (ANN) is deployed in detecting the unstable swing in power systems. This approach overcomes the traditional relay scheme drawback, by distinguishing a fault, stable swing and unstable swing. To illustrate the effectiveness of the proposed approach, simulations were carried out on the IEEE 39 bus test system using the PSS/E software. Test results show that the proposed approach can effectively differentiate the fault, stable swing and unstable swing with a good accuracy.",

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AB - This paper presents an advanced technique for detecting power swings for distance relay operation. It uses a derivative of voltage and signal processing technique called as S-transform for feature extraction. Then an artificial neural network (ANN) is deployed in detecting the unstable swing in power systems. This approach overcomes the traditional relay scheme drawback, by distinguishing a fault, stable swing and unstable swing. To illustrate the effectiveness of the proposed approach, simulations were carried out on the IEEE 39 bus test system using the PSS/E software. Test results show that the proposed approach can effectively differentiate the fault, stable swing and unstable swing with a good accuracy.

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Power swing detection for correct distance relay operation using S-transform and neural networks

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

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