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Call for Papers:Vol.12 Issue.2

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Title: :  Fault detection and classification using Deep Neural network
PaperId: :  23645
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23645
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
B.V. Vasantha Rao, M.Tech[asst professor]R.V.R AND J.C. COLLEGE OF ENGINEERING
G.Tharun Kumar[B.Tech]R.V.R AND J.C. COLLEGE OF ENGINEERING
A.Tejeswara Rao[B.Tech]R.V.R AND J.C. COLLEGE OF ENGINEERING
G.Ramya[B.Tech]R.V.R AND J.C. COLLEGE OF ENGINEERING
G.Prasanna Lakshmi[B.Tech]R.V.R AND J.C. COLLEGE OF ENGINEERING

Abstract

Electrical Engineering
Matlab software, Deep neural network, Faults, Methodology, Algorithms
Fault detection and classification using deep neural networks. The three phase currents and voltages of one end are taken as inputs in the proposed scheme. The feed forward neural network along with back propagation algorithm has been employed for detection and classification of the fault for analysis of each of the three phases involved in the process. A detailed analysis with varying number of hidden layers has been performed to validate the choice of the neural network. The simulation results concluded that the present method based on the neural network Efficient in detecting and classifying the faults on transmission lines with satisfactory Performance. The different faults are simulated with different parameters to check the versatility of the method. The proposed method can be extended to the Distribution network of the Power System. Various simulations and analysis of signals are done in the MATLAB environment.

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IJARIIE B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. "Fault detection and classification using Deep Neural network" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 352-363
MLA B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. "Fault detection and classification using Deep Neural network." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 352-363.
APA B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], & G.Prasanna Lakshmi[B.Tech]. (2024). Fault detection and classification using Deep Neural network. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 352-363.
Chicago B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. "Fault detection and classification using Deep Neural network." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 352-363.
Oxford B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. 'Fault detection and classification using Deep Neural network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 352-363. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Fault_detection_and_classification_using_Deep_Neural_network_ijariie23645.pdf (Accessed : ).
Harvard B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. (2024) 'Fault detection and classification using Deep Neural network', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 352-363IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Fault_detection_and_classification_using_Deep_Neural_network_ijariie23645.pdf (Accessed : )
IEEE B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech], "Fault detection and classification using Deep Neural network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 352-363, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Fault_detection_and_classification_using_Deep_Neural_network_ijariie23645.pdf [Accessed : ].
Turabian B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. "Fault detection and classification using Deep Neural network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver B.V. Vasantha Rao, M.Tech[asst professor], G.Tharun Kumar[B.Tech], A.Tejeswara Rao[B.Tech], G.Ramya[B.Tech], and G.Prasanna Lakshmi[B.Tech]. Fault detection and classification using Deep Neural network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 352-363. Available from: https://ijariie.com/AdminUploadPdf/Fault_detection_and_classification_using_Deep_Neural_network_ijariie23645.pdf
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