Knowledge-guided multimodal reasoning framework for intelligent power grid maintenance

Y Yi Yang J Jingguo Ren Z Zihan Liu (Shenzhen Key Laboratory of Interfacial Science and Engineering of Materials, State Environmental Protection Key Laboratory of Integrated Surface Water-Groundwater Pollution Control, Guangdong Provincial Key Laboratory of Soil and Groundwater Pollution Control, SUSTech Energy Institute for Carbon Neutrality, State Key Laboratory of Soil Pollution Control and Safety, School of Environmental Science and Engineering) Y Yalong Chen

Article Details

Volume / Issue Vol. 1, Issue 1
Published June 10, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (4)

Y

Yi Yang

J

Jingguo Ren

Z

Zihan Liu

Shenzhen Key Laboratory of Interfacial Science and Engineering of Materials, State Environmental Protection Key Laboratory of Integrated Surface Water-Groundwater Pollution Control, Guangdong Provincial Key Laboratory of Soil and Groundwater Pollution Control, SUSTech Energy Institute for Carbon Neutrality, State Key Laboratory of Soil Pollution Control and Safety, School of Environmental Science and Engineering

Y

Yalong Chen