Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents an application of ANN based Pattern Recognition Technique for the differential protection of a two winding three-phase por transformer. It proposes a variation in feed forward back propagation neural network (FFBPNN) model, which makes the discrimination among normal, magnetizing inrush, over-excitation and internal fault currents efficiently. Fault conditions of the transformer are simulated using MATLAB/SIMULINK in order to obtain current signals. The training process for the neural network and fault diagnosis decision are implemented using toolboxes on MATLAB.
['Harish Balaga', 'D. N. Vishwakarma', 'Amrita Sinha']
I am writing a research paper on a idea Application of ANN based pattern recognition technique for the protection of 3-phase power transformer
[{"from": "human", "value": "I am writing a research paper on a idea Application of ANN based pattern recognition technique for the protection of 3-phase power transformer"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents an application of ANN based Pattern Recognition Technique for the differential protection of a two winding three-phase por transformer. It proposes a variation in feed forward back propagation neural network (FFBPNN) model, which makes the discrimination among normal, magnetizing inrush, over-excitation and internal fault currents efficiently. Fault conditions of the transformer are simulated using MATLAB/SIMULINK in order to obtain current signals. The training process for the neural network and fault diagnosis decision are implemented using toolboxes on MATLAB."}]