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In this paper the artificial neural network (ANN) approximation for fractional neutron point kinetics (FNPK) model and fractional reduced-order model (F-ROM) is presented. The input-output data of the step response generated using the closed-loop stable fractional-order models was used for the training the ANN models. The ANN topology with various layers and different number of neutrons was tried...
This paper presents a novel strategy for a hybrid energy management system consisting of a photovoltaic (PV) array, a polymer electrolyte membrane fuel cell (PEM-FC) as energy sources and Lithium ion (Li-ion) battery as an auxiliary energy storage. Such hybrid combination brings the reliability, redundancy and an overall energy efficiency in the system. DC-DC converters are used to interface PV-FC-battery...
The escalated use of renewable sources especially Solar PV calls for control methods, the aim being increasing its flexibility toward changing conditions of load and irradiances due to intermittent nature of PV. Thus a standalone PV system is presented suitable 3-phase low voltage applications. The DC-DC converters are connected in forward power stage for boosting PV voltage and as bidirectional interface...
Solar PV being one of the most promising renewable energy sources has a wide range of applications. Thus a system is proposed employing a DC-DC converter which can be further used either for standalone or grid connected applications by proper power conditioning as required. Maximum Power Point Tracking (MPPT) is employed for tracking the maximum available power. Along with it proposed system also...
With exhausting fossil fuels and concerns relating environment degradation the use of renewable sources has become statutory. Solar PV being easily and freely available is propitious for various applications. Thus a standalone PV system with novel control is proposed for dc applications. It consists of DC-DC converters in forward power stage, one for boosting PV voltage and bidirectional interface...
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