Page 128 - AI for Good-Innovate for Impact Final Report 2024
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AI for Good-Innovate for Impact
Use Case – 28: Digital Application of Technical Standards for China
Southern Power Grid
Country: China
Organization: Electric Power Research Institute of China Southern Power Grid Company
Contact person: Lin Zhengping, linzp@ csg .cn
28�1� Use case summary table
Domain Power grid standards
Problem to be Questions answering on power grid standards
addressed Comprehension
Provides Standards as data, Standards as service,
Key aspects of the Standard generation and authoring tools.
solution
Query & A
Semantic retrieval
Technology Standard comprehension
keywords Standard understanding
Knowledge graph
Standards are published step-by-step and currently it is Private data.
Is there a plan to publish the standards as open data? (already published
Data availability the standards in 5 provinces in China, can be used by public to generate
new models,
In Chinese language)
Metadata (type of textual data, Some images + formulae and tables.
data)
Model Training Transformer models
and fine tuning Q&A robots.
Lin Zhengping, Tu Liang, Huang Junkai, et al. Design and Application
of Digital Power Grid Standard Information System Based on Knowl-
Testbeds or pilot edge Graph [J]. Journal of Central South University for Nationalities
deployments
(Natural Science Edition), 2023,42 (03): 394-401. DOI: 10.20056/j.cnki
ZNMDZK.20230315.
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