Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification

Radhwan Mohammed Saleem Dawood; Gobind Pillai; Maher Al-Greer

doi:10.1109/UPEC.2018.8542006

Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification

Radhwan Mohammed Saleem Dawood, Gobind Pillai, Maher Al-Greer

Centre for Sustainable Engineering

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

1 Citation (Scopus)

Abstract

This paper presents a fuzzy-logic-based protection scheme for detecting the direction of earth faults in a transmission network using polarized voltage. The IEEE 9-Bus transmission network has been used to test the fuzzy logic scheme in MATLAB/Simulink. The proposed scheme involves the measurement of RMS value of each phase voltage in order to detect occurrence of a fault; the direction of fault is determined by measuring the phase angle between the fault current and the polarized or reference voltage. The proposed scheme has been tested in six earth fault cases, faults in the forward and reverse direction per phase. The simulation results demonstrate that the proposed protection scheme is able to detect earth fault and classify the fault direction accurately within one cycle time.

Original language	English
Title of host publication	Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538629109
DOIs	https://doi.org/10.1109/UPEC.2018.8542006
Publication status	Published - 20 Nov 2018
Event	IEEE 53rd International Universities Power Engineering Conference - Glasgow Caledonian University, Glasgow, Scotland, UK, Glasgow, United Kingdom Duration: 4 Sept 2018 → 7 Sept 2018 http://www.upec2018.com/ http://www.upec2018.com/

Publication series

Name	Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018

Conference

Conference	IEEE 53rd International Universities Power Engineering Conference
Abbreviated title	UPEC 2018
Country/Territory	United Kingdom
City	Glasgow
Period	4/09/18 → 7/09/18
Internet address	http://www.upec2018.com/ http://www.upec2018.com/

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10.1109/UPEC.2018.8542006

Cite this

Saleem Dawood, R. M., Pillai, G., & Al-Greer, M. (2018). Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification. In Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018 Article 8542006 (Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UPEC.2018.8542006

Saleem Dawood, Radhwan Mohammed ; Pillai, Gobind ; Al-Greer, Maher. / Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification. Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. (Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018).

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title = "Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification",

abstract = "This paper presents a fuzzy-logic-based protection scheme for detecting the direction of earth faults in a transmission network using polarized voltage. The IEEE 9-Bus transmission network has been used to test the fuzzy logic scheme in MATLAB/Simulink. The proposed scheme involves the measurement of RMS value of each phase voltage in order to detect occurrence of a fault; the direction of fault is determined by measuring the phase angle between the fault current and the polarized or reference voltage. The proposed scheme has been tested in six earth fault cases, faults in the forward and reverse direction per phase. The simulation results demonstrate that the proposed protection scheme is able to detect earth fault and classify the fault direction accurately within one cycle time.",

author = "{Saleem Dawood}, {Radhwan Mohammed} and Gobind Pillai and Maher Al-Greer",

year = "2018",

month = nov,

day = "20",

doi = "10.1109/UPEC.2018.8542006",

language = "English",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018",

address = "United States",

note = "IEEE 53rd International Universities Power Engineering Conference, UPEC 2018 ; Conference date: 04-09-2018 Through 07-09-2018",

url = "http://www.upec2018.com/, http://www.upec2018.com/",

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Saleem Dawood, RM, Pillai, G & Al-Greer, M 2018, Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification. in Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018., 8542006, Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018, Institute of Electrical and Electronics Engineers Inc., IEEE 53rd International Universities Power Engineering Conference, Glasgow, United Kingdom, 4/09/18. https://doi.org/10.1109/UPEC.2018.8542006

Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification. / Saleem Dawood, Radhwan Mohammed; Pillai, Gobind ; Al-Greer, Maher.
Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8542006 (Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018).

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

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T1 - Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification

AU - Saleem Dawood, Radhwan Mohammed

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PY - 2018/11/20

Y1 - 2018/11/20

N2 - This paper presents a fuzzy-logic-based protection scheme for detecting the direction of earth faults in a transmission network using polarized voltage. The IEEE 9-Bus transmission network has been used to test the fuzzy logic scheme in MATLAB/Simulink. The proposed scheme involves the measurement of RMS value of each phase voltage in order to detect occurrence of a fault; the direction of fault is determined by measuring the phase angle between the fault current and the polarized or reference voltage. The proposed scheme has been tested in six earth fault cases, faults in the forward and reverse direction per phase. The simulation results demonstrate that the proposed protection scheme is able to detect earth fault and classify the fault direction accurately within one cycle time.

AB - This paper presents a fuzzy-logic-based protection scheme for detecting the direction of earth faults in a transmission network using polarized voltage. The IEEE 9-Bus transmission network has been used to test the fuzzy logic scheme in MATLAB/Simulink. The proposed scheme involves the measurement of RMS value of each phase voltage in order to detect occurrence of a fault; the direction of fault is determined by measuring the phase angle between the fault current and the polarized or reference voltage. The proposed scheme has been tested in six earth fault cases, faults in the forward and reverse direction per phase. The simulation results demonstrate that the proposed protection scheme is able to detect earth fault and classify the fault direction accurately within one cycle time.

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M3 - Conference contribution

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BT - Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018

PB - Institute of Electrical and Electronics Engineers Inc.

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Saleem Dawood RM, Pillai G , Al-Greer M. Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification. In Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8542006. (Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018). doi: 10.1109/UPEC.2018.8542006

Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification

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