Research on the management and control technology of pumped storage infrastructure based on big data model
Abstract Due to the characteristics of hydropower project construction, such as long construction period, many links, many participants and complex management, State Grid Corporation needs to enhance its ability to control the construction process by means of information technology. Under this background, a business evaluation method for hydropower project construction is designed and studied. Information is extracted from the supervision monthly report generated during the actual production and construction of the company, combined with domain knowledge and business experience, and according to the information extraction results, an evaluation model based on rules, classification and regression is designed. The company's hydropower project construction safety prediction, quality supervision, progress construction, technology and economic analysis of four aspects of evaluation.
Authors
- Jialong Liu
- Xiangze Fei (ORCID: https://orcid.org/0000-0002-8769-031X)
- Ke Gu (ORCID: https://orcid.org/0000-0001-6684-6277)
- Wang Hui-ying
Institutions
- North China Electric Power University (CN)
- China Electric Power Research Institute
Publication Details
- Journal
- ce/papers
- Published
- 2025-03-01
- DOI
- https://doi.org/10.1002/cepa.3266
- Primary Topic
- Big Data Technologies and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- State Grid Corporation of China