The eastern region has great accumulated photovoltaic electricity potential, which is 3.21 times that of the western region. Rooftop photovoltaic system plays an important role in solar energy power generation especially in urban. In this paper, we present an assessment method for the PV power generation potential of rooftop in China.
In this paper, we present an assessment method for the PV power generation potential of rooftop in China. Using machine learning model processes the big data that consists of the gross domestic product, building footprint, road length and population, at a high geographic resolution of 10 km by 10 km.
In 2021, China’s newly installed capacity of distributed PV is 29.27 GWp, accounting for 55% of the total installed capacity. It has entered a rapid development stage (Li and Huang, 2020, Anon, 2022a). There are 676 rooftop solar photovoltaic (RTSPV) pilot projects in 31 provinces in China in 2021 (Anon, 2021a).
A high-resolution solar photovoltaic potential map of China utilizes the open dataset and one novel neural network model. The data are stated by provinces and cities showing the regional differences. The rooftop photovoltaic generation will be closed to half of the electricity generation of China mainland in 2020.
The conclusion is that the national rooftop distributed photovoltaic development potential is 2597.64 GW and the power generation potential is 3265.41 TWh/year. Tianzhi Qiu et al. use SSR radiation data with a resolution of 10 km * 10 km, and the power generation factor (kWh/ m 2) is calculated by combining with temperature data (Qiu et al., 2022).
The total installed capacity of rural residential building PV in China is 972.9–1232.34 GWp, and the total annual average power generation is 1158.55–1467.47 TWh (Zhang et al., 2021). They evaluate the potential based on the existing statistical data. And the data resolution can only reach the municipal level.
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