Solar Power GenerationNi Xiaohui

Can Xai be used for solar power generation forecasts?

The goal is to get a better understanding of how to apply XAI techniques to solar power generation forecasts and how to interpret "black box" machine learning models for usage in solar power station applications. In this paper, the Long-Short Memory (LSTM) is assumed to be the primary black-box model.

What is the potential PV power generation in China?

The potential PV power generation in China is estimated to be 1.38874 × 1014 kWh. China's eight developed coastal provinces account for 1% of generation potential. Associated CO 2 reduction could meet China’s emission reduction commitment. Maximum PV scenario needs inter-regional transmission capacity reach 300 GW.

What is a solar photovoltaic & wind turbine hybrid generation system?

A solar photovoltaic, wind turbine and fuel cell hybrid generation system is able to supply continuous power to load. In this system, the fuel cell is used to suppress fluctuations of the photovoltaic and wind turbine output power. The photovoltaic and wind turbines are controlled to track the maximum power point at all operating conditions.

How can we predict solar generation potential in Nigeria?

To find generation potential, Okoyea et al. used solar diffuse radiation models to predict the available solar potential for selected locations in nine sites located in eight states in Nigeria for inclined, single-axis and dual-axis tracking systems.

What is solar power?

Solar power is the conversion of sunlight into electricity, either directly using photovoltaic (PV), or indirectly using concentrated solar power (CSP). The research has been underway since very beginning for the development of an affordable, in-exhaustive and clean solar energy technology for longer term benefits.

Where can large-scale PV generation match local electricity consumption in China?

Guangxi, Sichuan, Chongqing, Jilin and Heilongjiang also have a high potential for future development, but the GHI in these areas is relatively low, which may be a barrier to actual deployment. Fig. 5 shows the potential for large-scale PV generation to match local electricity consumption in 31 of the provinces of China.