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Proj-34-WAVELET-TRANSFORM-AND-S-TRANSFORM-BASED-ARTIFICIAL-NEURAL | MATLAB Projects | electronics tutorial | Electronics Tutorial

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    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:

    For more details

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