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Title: :  THREE PHASE TRANSMISSION LINE FAULT DETECTION
PaperId: :  22544
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 1 2024
DUI:    16.0415/IJARIIE-22544
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Salpure Kiran SaheraoMIT Polytechnic Yeola
Gavit Vivek VilasMIT Polytechnic Yeola
Rabad Suraj JanaMIT Polytechnic Yeola
Kurkute Chattish BaburavMIT Polytechnic Yeola
Chaudhari Sachin KashiramMIT Polytechnic Yeola

Abstract

Electrical Engineering
Three phase transmission line fault, Symmetrical fault, Unsymmetrical fault,Overhead line transmission fault
Electrical power transmission system is very important part for transmitted the electrical power. In transmission system there are different type of fault occurred. The good state of the power line can be restored by accurate fault detection. Moreover, accurate fault prediction plays an important role in network planning and operation. A novel approach for long transmission line fault detection, classification and prediction is presented in this paper. Different types of transmission line faults like line-to-ground (LG), line-to-line (LL), Line-line-ground (LLG), Line-line-line (LLL), Line-line-line-ground (LLLG), etc. have been introduced. The fault detection and classification are done online using a deep neural network (DNN) for better accuracy. This approach can deal with non-linear problems with very high accuracy. In addition to this, the proposed uses the instantaneous measure of the fault parameters like current, voltage, etc. online.Hence a perfect and most accurate fault prediction method can definitely improve the reliability and hence power quality of the system. The data extracted from the MATLAB workspace is analyzed in detail using seven different types of machine learning methods like logistic regression, SVM, Naïve Bayes, etc. in the Python platform individually. A comparative analysis is made to identify the most suitable predictive method for the proposed system

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IJARIIE Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. "THREE PHASE TRANSMISSION LINE FAULT DETECTION" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 1 2024 Page 1056-1059
MLA Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. "THREE PHASE TRANSMISSION LINE FAULT DETECTION." International Journal Of Advance Research And Innovative Ideas In Education 10.1(2024) : 1056-1059.
APA Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, & Chaudhari Sachin Kashiram. (2024). THREE PHASE TRANSMISSION LINE FAULT DETECTION. International Journal Of Advance Research And Innovative Ideas In Education, 10(1), 1056-1059.
Chicago Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. "THREE PHASE TRANSMISSION LINE FAULT DETECTION." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 1 (2024) : 1056-1059.
Oxford Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. 'THREE PHASE TRANSMISSION LINE FAULT DETECTION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 1, 2024, p. 1056-1059. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/THREE_PHASE_TRANSMISSION_LINE_FAULT_DETECTION_ijariie22544.pdf (Accessed : ).
Harvard Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. (2024) 'THREE PHASE TRANSMISSION LINE FAULT DETECTION', International Journal Of Advance Research And Innovative Ideas In Education, 10(1), pp. 1056-1059IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/THREE_PHASE_TRANSMISSION_LINE_FAULT_DETECTION_ijariie22544.pdf (Accessed : )
IEEE Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram, "THREE PHASE TRANSMISSION LINE FAULT DETECTION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 1, pp. 1056-1059, Jan-Feb 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/THREE_PHASE_TRANSMISSION_LINE_FAULT_DETECTION_ijariie22544.pdf [Accessed : ].
Turabian Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. "THREE PHASE TRANSMISSION LINE FAULT DETECTION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 1 ().
Vancouver Salpure Kiran Saherao, Gavit Vivek Vilas, Rabad Suraj Jana, Kurkute Chattish Baburav, and Chaudhari Sachin Kashiram. THREE PHASE TRANSMISSION LINE FAULT DETECTION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(1) : 1056-1059. Available from: https://ijariie.com/AdminUploadPdf/THREE_PHASE_TRANSMISSION_LINE_FAULT_DETECTION_ijariie22544.pdf
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