Design and Research of Big Data Engine in Power and Energy System

In view of the expanding amount of information in the current power and energy system, this paper designs a big data engine covering the functions of data access and collection, data cleaning, data analysis and conversion, machine learning and data model, data storage and synchronization, and business development interface, which can manage, analyze and support the realization of data assets throughout their life cycle. The big data engine designed in this paper can be deployed in any type of power and energy systems as a unified basic platform to meet the data quality needs of various intelligent applications in power and energy systems, and provide a solid foundation for business expansion.

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Publication Details

Published
2025-04-15
DOI
https://doi.org/10.1109/acpee64358.2025.11041188
Primary Topic
Technology and Security Systems
Type
article
Field-Weighted Citation Impact
0.00
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Design and Research of Big Data Engine in Power and Energy System

Yingwei Jiang, Jian Shen, Zhong Xu, Xudong Liang et al.
Technology and Security Systems
article

Design and Research of Big Data Engine in Power and Energy System

Yingwei Jiang, Jian Shen, Zhong Xu, Xudong Liang, Hongxiang Pan, Feng Liang
article en

Abstract

In view of the expanding amount of information in the current power and energy system, this paper designs a big data engine covering the functions of data access and collection, data cleaning, data analysis and conversion, machine learning and data model, data storage and synchronization, and business development interface, which can manage, analyze and support the realization of data assets throughout their life cycle. The big data engine designed in this paper can be deployed in any type of power and energy systems as a unified basic platform to meet the data quality needs of various intelligent applications in power and energy systems, and provide a solid foundation for business expansion.

State Grid Corporation of China (China) (CN), NARI Group (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 78%
Technology and Security Systems
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