A hybrid TimeGAN–xLSTM–Transformer framework for photovoltaic power forecasting under complex environmental conditions

B Bingshang Chu J Junzhuo Shu C Chenhui Zhao Y Yanhui Wang (School of Chemistry and Molecular Engineering) H Hongwei Ning X Xiaodong Yan (Department of Statistics and Data Sciences) G Guodong Wu B Bo Li

Article Details

Volume / Issue Vol. 16, Issue 1
Published February 13, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (8)

B

Bingshang Chu

J

Junzhuo Shu

C

Chenhui Zhao

Y

Yanhui Wang

School of Chemistry and Molecular Engineering

H

Hongwei Ning

X

Xiaodong Yan

Department of Statistics and Data Sciences

G

Guodong Wu

B

Bo Li