In the grid-connected photovoltaic system (GPVS), due to characteristics of fluctuation and intermittency for photovoltaic solar power, and high randomness for electric load, it is of great difficulty for integrating ph. .
••A novel multi-prediction framework is proposed in this paper.••. .
With increasing prominence of environmental problems and severe abuse of fossil fuel, policies have been announced worldwide to promote the development of renewable energi. .
The framework of proposed coupling forecasting method is shown in Fig. 1. It can be seen from the figure that the FPCA approach is firstly constructed to estimate the overall trend. .
3.1. Result of FPCA
3.2. Coupling effect analysisAs described in Section 2.2.1, the coupling effect between electric load and photovoltaic sola. .
In this paper, a novel multi-prediction method is proposed for short-term electric load and photovoltaic solar power forecasting in GPVS. In the proposed framework, a no.
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