The hybrid energy storage unit is applied to the wind–solar hybrid system. A WPNN model is proposed to predict the power of wind–solar hybrid system. A combination of disturbance observation method and improved firefly algorithm is proposed.
The control strategy proposed is simulated and analyzed. (1) Based on the topological structure of wind–solar hybrid power generation system, the hybrid energy storage unit composed of battery and supercapacitor is applied to the wind-complementary system, which improves the stability and flexibility of the wind and photovoltaic hybrid power.
In this paper, by taking the complementary system of wind–solar storage as the research object, a power prediction model of wind–solar storage system based on WPNN is established.
(3) A MPPT optimal control strategy for complementary wind and solar storage systems is proposed. The control strategy combines the disturbance observation method based on hysteresis comparison in single peak MPPT and the improved firefly algorithm in multi-peak MPPT.
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In this paper, by taking the complementary system of wind–solar storage as the research object, a power prediction model of wind–solar storage system based on WPNN is …
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