Classification of faults in PV integrated Hybrid Power System using Artificial Neural Network
P. R Pattanaik1, S. Pati2, Basanta. K Panigrahi3, S. K Sanyal4, M. A Baig5, S. R Swain6, M. Pati7
1P. R Pattanaik, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
2S. Pati, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
3Basanta.K Panigrahi, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
4S. K Sanyal, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
5M. A Baig, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
6S. R Swain, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
7M. Pati, Department of Electrical, S‘O’A University, ITER, Bhubaneswar (Odisha), India.
Manuscript received on 26 May 2019 | Revised Manuscript received on 13 June 2019 | Manuscript Published on 26 June 2019 | PP: 287-290 | Volume-8 Issue-1S5 June 2019 | Retrieval Number: A00500681S519/2019©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Today in this growing world the basic need of people is to get continuous power supply. This can be only achieved by using a renewable source of energy as the alternative to meet the increase load demand. From all the available renewable source of energy PV cell Source is one of the most popular and widely used source. This work deals with the model consisting of a PV system connected to the grid. It also discusses the PV cell and various different parameters. In addition to that it describes the different type of fault like L-L-L, L-L-L-G. In this work Artificial Neural Network (ANN) techniques is used to verify the classification of fault accuracy. The PV model described below demonstrated the use of Matlab/ Simulink file. The results described in this work are verified by Matlab software.
Keywords: PV Cell, Renewable Energy, Hybrid Distribution System, Artificial Neural Network.
Scope of the Article: Artificial Life and Societies