National Photovoltaic Energy Storage Experimental Base

Can a photovoltaic-energy storage hybrid generation system operate under forecast uncertainty?

In this paper, we propose an effective approach for ultra-short-term optimal operation of a photovoltaic-energy storage hybrid generation system (PV-ES HGS) under forecast uncertainty. First, a generic approach for modelling forecast uncertainty is designed to capture PV output characteristics in the form of scenarios.

How do PV power stations and es work together?

The PV power station and the ES operate cooperatively as a unified entity in the regional power grid. The joint generation schedule declared to the centralized control center is fully adopted and executed. The uncertainty associated with the load is insignificant compared to that of the PV output.

How many days of data are used to simulate PV output?

In this paper, a total of 304 days of measured and forecasted data from January to October are utilized as the training set for modelling the uncertainty of PV output, while 30 days of data from November are set aside as the testing set for operation simulation.

Is a PV-es HGS ultra-short-term optimal operation under forecast uncertainty?

This study explored ultra-short-term optimal operation of a PV-ES HGS under forecast uncertainty. Firstly, a comprehensive approach to model multi-period PV output uncertainty was developed to generate temporally dependent and representative PV output scenarios.

What is the SP model for a hybrid battery/PV/fuel cell energy system?

Majidi et al. [ 36] developed a SP model for a hybrid battery/PV/fuel cell energy system by discretizing the uncertain parameters, including electrical load, thermal load, market price, and solar irradiation.