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.
Authors
- Yingwei Jiang
- Jian Shen (ORCID: https://orcid.org/0000-0001-9581-0839)
- Zhong Xu (ORCID: https://orcid.org/0000-0002-5922-790X)
- Xudong Liang (ORCID: https://orcid.org/0000-0001-8425-657X)
- Hongxiang Pan
- Feng Liang (ORCID: https://orcid.org/0000-0003-4718-652X)
Institutions
- State Grid Corporation of China (China) (CN)
- NARI Group (China) (CN)
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