Xingshuo Li

Novel solar forecasting scheme modelled by mixer dual path network and based on sky images

2023 · e-Prime - Advances in Electrical Engineering Electronics and Energy

The prediction of global horizontal irradiance has become an effective technique to address the intermittence issue of photovoltaic (PV) power generation. This article proposes a novel deep neural network(DNN), named Mixer Dual Path Network (Mixer-DPN), …

A novel multi-step ahead solar power prediction scheme by deep learning on transformer structure

2024 · Renewable Energy

Photovoltaic (PV) power generation inherently possesses uncertainty and is susceptible to significant short-term fluctuations, posing a notable risk to power grid stability. To address this challenge, accurate solar irradiance prediction emerges as a viable solution …