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This paper presents simulation, design methodology and implementation of a Half Bridge DC-DC Converter using an optimized multi-layer feed-forward Artificial Neural Network (ANN). The ANN controller provides an appropriate control signal to keep the output voltage of the converter stable. It was trained, using back-propagation algorithm according to an ideal MATLAB SIMULINK model of the converter...
Maximum Power Point Trackers (MPPT) are widely used in PV applications. This is because the Maximum Power Point (MPP) of a solar panel varies with the irradiation and temperature so MPPT is required to adjust the PV power point on the maximum state. On the other hand a DC-DC converter should be used to overcome variations in PV panel output power and draw the maximum power. In this paper, an intelligent...
In this paper, multilevel genetic algorithm (MLGA) is presented to solve the optimization of surface mounted permanent magnet synchronous machine (SPMSM), which has features of mixed continuous and discrete design variables, multi-modal objective functions, etc. Firstly, the multilevel optimization problem is described by using the problem matrix. The values in the problem matrix are deduced by correlation...
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