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The optimal sizing of an energy storage system (ESS) in a power generation system that incorporates photovoltaic (PV) generation is crucial in a power grid for which the reduction of CO2 emissions is important. This problem is particularly challenging when it relates to the power system of a ship because it involves uncertain meteorological and load data along a navigation route. This paper proposes...
Simultaneous perturbation stochastic approximation (SPSA) algorithm has attracted considerable attention for challenging optimization problems. SPSA is a highly efficient gradient approximation that relies on two measurements of the objective function. On the other hand, field-programmable gate arrays (FPGAs) are glue logic and prototyping devices jumping to product. In recent years, FPGAs have become...
Wind energy is currently one of the types of renewable energy with a large generation capacity. However, since the operation of wind power generation is challenging due to its intermittent characteristics, forecasting wind power generation efficiently is essential for economic operation. This paper proposes a new method of wind power and speed forecasting using a multi-layer feed-forward neural network...
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