Research Paper | Computer Science & Engineering | India | Volume 2 Issue 1, January 2013
ANN based Technique for Discrimination between Magnetizing Inrush and Internal Fault Currents in Transformer
Mudita Mathur, Vinay Barhate
This paper presents the application of artificial neural network based pattern recognition approach for differential protection of transformer. The power transformer protective relay should block the tripping during magnetizing inrush and rapidly initiate the tripping during short circuit. The ANN based algorithm is designed and trained with experimental data in laboratory using single phase Transformer, which can be extended to Three phase power Transformers, for sinusoidal wave which permits the relay operation only during short circuit conditions and not for inrush current. Solution to Backpropagation Algorithm is given using C programming language. Modeling of ANN using feed forward Backpropagation techniques is introduced. Voltage signals proportional to current is derived through CTs. Data Acquisition is done using ESA interface card at a particular sampling rate using PC.
Keywords: Artificial neural network, Pattern recognition, Transformer protection, Protective relay, Inrush current
Edition: Volume 2 Issue 1, January 2013
Pages: 203 - 207
How to Cite this Article?
Mudita Mathur, Vinay Barhate, "ANN based Technique for Discrimination between Magnetizing Inrush and Internal Fault Currents in Transformer", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=IJSR13010196, Volume 2 Issue 1, January 2013, 203 - 207
124 PDF Views | 107 PDF Downloads
Similar Articles with Keyword 'Artificial neural network'
Review on Gait Recognition Using Artificial Intelligence
Drishty, Jasmeen Gill
Neural Systems Approach for Ammography Finding by Utilizing Wavelet Features
A. Mallareddy, A. Priyanka
A Proposed Framework Using Neural Network in Web Mining for Improving the Performance of E-Learning System
Dar Masroof Amin, Atul Garg
Vision Based Fire Flame Detection System Using Optical flow Features and Artificial Neural Network
Anila R. Kurup
A Novel Hybrid Face Recognition Algorithm Based On Neural Network with Fuzzy Sets
Raunil Singh, Kiran Gupta
Similar Articles with Keyword 'Pattern recognition'
Identification of Ovarian Mass: A Survey
Hemita Pathak, Vrushali Kulkarni, Sarika Bobde
Subgroup Discovery a Data Mining Technique: Immense Survey
Deepali Nidhan Gunjate, B. R. Kanawade
Adaptive Analysis of Knowledge Engineering and Pattern Recognition on Medical Data
Jani Basha, Dasari. Rajesh
Image Registration Using Wavelet Transform
Safia Sadruddin, Dr. Rashid Ali
Facial Expression Recognition for Color Images Using Log Gabor filter and PCA
Shail Kumari Shah, Vineet Khanna