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This paper aimed at the prospect of an optimized algorithm for Selective Harmonic Elimination (SHE) through a hybrid control mechanism using fmincon and Newton–Raphson iterative method. In search of minimizing the Total Harmonic Distortion (THD), appropriate multi-level sequences and firing angles are used. This technique not only reduces the execution time but also improves the convergence rate....
In this paper, General Purpose Graphical Processing Unit (GPGPU) based concurrent implementation of handwritten digit classifier is presented. Different styles of handwriting make it difficult to recognize a pattern but using neural network, it is not a difficult task to perform. Different softwares like torch and MATLAB provide the support of multiple training algorithms to train a network. By choosing...
Maximum Power Point Tracking (MPPT) under partial shading condition is the main issue in Photovoltaic (PV) system. This research work is based on a hybrid mechanism for MPPT problem by utilizing two commonly used techniques. The whole algorithm is divided into two stages. Initially it uses Fractional Open Circuit Voltage (FOCV) technique in order to detect Global Maxima (GM) region. Once the GM region...
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