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Power System Fault Detection and Classification Using Deep Neural Network
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=8ebG9U9fuGg
Power System Fault Detection and Classification Using Deep Neural Network • ========================================================= • This video focuses on the detection and classification of faults on electrical power distribution lines using artificial neural networks. The three-phase currents and voltages of feeders are taken as inputs in the proposed scheme. The feed-forward neural network along with the backpropagation algorithm has been employed for detection and classification of the fault for analysis of each of the three phases involved in the process. A detailed analysis with varying numbers of hidden layers has been performed to validate the choice of the neural network. The simulation results concluded that the present method based on the neural network is efficient in detecting and classifying the faults on transmission lines with satisfactory performances. The different faults are simulated with different parameters to check the versatility of the method. The proposed method can be extended to the transmission network of the Power System. The various simulations and analyses of signals are done in the MATLAB® environment. • Fault detection Accuracy : 100 %; Fault Classification Accuracy : 90.1 % • ============================================================ • You can download a MATLAB file from the following Website; • For Indian Customer: • https://www.itpes.net/product-page/fa... • For International Customers other than India • https://www.lmssolution.net/product-p... • Whatsapp: https://wa.me/917904458501 • Whatsapp @ +917904458501 • https://www.itpes.net/contact • https://www.lmssolution.net/contact • • • Kindly subscribe to my channel. • Register online course on MATLAB Modelling of Solar PV system : • https://www.itpes.net/online-course • https://www.lmssolution.net/online-co... • The Course on MATLAB Modelling of Solar PV system explore about following; • 1. MATLAB modelling of Solar PV cell and Solar PV Array Using a mathematical equation. • 2. How to find I-V and PV Characteristics of the modelled solar PV array in MATLAB. • 3. MATLAB Implementation of Maximum Powerpoint Algorithm for solar PV array with a stand-alone system. • 4. MATLAB Implementation of solar MPPT charger controller for a solar PV system. • 5. MATLAB Implementation of a grid-connected solar PV system. • MATLAB Files included: • Modelling of Solar PV Array • MPPT control of Solar PV Array • MPPT charger controller • Grid-connected solar PV system • Any comments, suggestions for improvements and feedback relevant to this online course and videos can submit via the following link: • https://www.itpes.net/contact • https://www.lmssolution.net/contact • #matlabproject #projecteee #imageprocessing • https://www.freepik.com/free-photo/pr... • ~-~~-~~~-~~-~ • Please watch: grid connected pv system | Step by step implementation of 3 MW Grid-connected Solar PV System • • grid connected pv system | Step by st... • ~-~~-~~~-~~-~ eee projects • project eee • matlab projects • phd projects • matlab eee projects
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