Big Data Analysis and Visualization System for Large-Scale Pumped Storage Power Station Equipment

The traditional operation and maintenance management of pumped storage power station group exists problems such as data analysis and mining is not systematic, and the level of intelligence is low. This paper researches the large-scale pumped storage power station big data analysis technology system of multi-source data fusion, and based on this, develops the large-scale pumped storage power station equipment visualisation and big data decision analysis system, constructs the data transmission platform, and realizes the standardized storage of multi-source data. Meanwhile, intelligent algorithms are developed based on the data and platform foundation, while applications are deployed to verify their reliability. This is helpful in promoting the intelligent and digital transformation of pumped storage power station groups.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/icpre62586.2024.10768310
Primary Topic
Technology and Data Analysis
Type
article
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Big Data Analysis and Visualization System for Large-Scale Pumped Storage Power Station Equipment

Yu Gong, Xuan Liu, Hao Wu, Mingxuan Yang
Technology and Data Analysis
article

Big Data Analysis and Visualization System for Large-Scale Pumped Storage Power Station Equipment

Yu Gong, Xuan Liu, Hao Wu, Mingxuan Yang
article en

Abstract

The traditional operation and maintenance management of pumped storage power station group exists problems such as data analysis and mining is not systematic, and the level of intelligence is low. This paper researches the large-scale pumped storage power station big data analysis technology system of multi-source data fusion, and based on this, develops the large-scale pumped storage power station equipment visualisation and big data decision analysis system, constructs the data transmission platform, and realizes the standardized storage of multi-source data. Meanwhile, intelligent algorithms are developed based on the data and platform foundation, while applications are deployed to verify their reliability. This is helpful in promoting the intelligent and digital transformation of pumped storage power station groups.

China Southern Power Grid (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 60%
Technology and Data Analysis
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