Home > matlab projects > Proj 34 WAVELET TRANSFORM AND S TRANSFORM BASED ARTIFICIAL NEURAL

Project Title: WAVELET TRANSFORM AND S-TRANSFORM BASED ARTIFICIAL NEURAL NETWORK

Brief Introduction:

This project presents features that characterize energy quality disruptions from recorded voltage and current signals use that is making of change and analysis that is s-transform. The interruption of great interest includes sag, swell, transient and harmonics. A circulation that is 25kv happens to be simulated matlab pc software that is making use of. The function reduction Has been done wavelet that is using and S-transform, the coefficients are given and gathered to the neural System for the classification that is best. The S-transform based classification shows better performance in detecting, Localizing and classifying compared to the wavelet transform based Back Propagation Algorithm.

Hardware Details:

* Short-time Fourier transform

  • multi resolution analysis

* WAVELET TRANSFORM

  • S-TRANSFORM

Software Details:

  • MATLAB

Block Diagram:

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