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Title: :  A Novel Approach for Fault location and Division Technique using ANN
PaperId: :  4687
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4687
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Aaditya Pradip Agarkarvyws prof ram meghe college of engineering and management,badnera
Dr. Swapnil B Mohodvyws prof ram meghe college of engineering and management,badnera

Abstract

Electrical Engineering
Vault classification, double circuit transmission lines, combined unsupervised/supervised learning, self-organization mapping, mural networks
The work described in this paper addresses the problems encountered by conventional techniques in fault type classification in double- circuit transmission lines; these arise principally due to the mutual coupling between the two circuits under fault conditions, and this mutual coupling is highly variable in nature. A new approach of digital relays for transmission line protection is presented. The proposed technique consists of a preprocessing module based on Discrete Wavelet Transforms (DWTs) in combination with an artificial neural network (ANN) for detecting and classifying fault events. The DWT acts as an extractor of distinctive features in the input signals at the relay location. This information is then fed into an ANN for classifying fault conditions. A DWT with quasi optimal performance for the preprocessing stage is also presented.

Citations

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IJARIIE Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. "A Novel Approach for Fault location and Division Technique using ANN" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 5057-5061
MLA Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. "A Novel Approach for Fault location and Division Technique using ANN." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 5057-5061.
APA Aaditya Pradip Agarkar, & Dr. Swapnil B Mohod. (2017). A Novel Approach for Fault location and Division Technique using ANN. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 5057-5061.
Chicago Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. "A Novel Approach for Fault location and Division Technique using ANN." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 5057-5061.
Oxford Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. 'A Novel Approach for Fault location and Division Technique using ANN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 5057-5061. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Fault_location_and_Division_Technique_using_ANN_ijariie4687.pdf (Accessed : ).
Harvard Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. (2017) 'A Novel Approach for Fault location and Division Technique using ANN', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 5057-5061IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Fault_location_and_Division_Technique_using_ANN_ijariie4687.pdf (Accessed : )
IEEE Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod, "A Novel Approach for Fault location and Division Technique using ANN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 5057-5061, Mar-App 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Fault_location_and_Division_Technique_using_ANN_ijariie4687.pdf [Accessed : ].
Turabian Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. "A Novel Approach for Fault location and Division Technique using ANN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Aaditya Pradip Agarkar, and Dr. Swapnil B Mohod. A Novel Approach for Fault location and Division Technique using ANN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 5057-5061. Available from: https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Fault_location_and_Division_Technique_using_ANN_ijariie4687.pdf
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