ML4WX

Applications & impacts

Multi-step solar irradiation prediction based on weather forecast and generative deep learning model

Yuan Gao, Shohei Miyata, Yasunori Akashi

Renewable Energy ·

Paper

In one sentence. Generative deep learning turns weather forecasts into multi-step solar irradiation predictions for energy use; the abstract is unavailable, so details are limited.

Labels

Topic
Applications & impacts, Post-processing & calibration
Type
Application study
Time scale
6 h–3 days
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1016/j.renene.2022.02.051 OpenAlex:W4212816517
Added
2026-10-22

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