Research and design of intelligent analysis and management platform for wind power generation
This study aims to utilize industrial big data to provide a comprehensive management solution for wind power plants. The project covers the entire equipment lifecycle, service process optimization, and supply chain inventory, constructs an offline data warehouse and real-time data processing to achieve centralized data and rapid analysis; focuses on hierarchical data storage and sharing to ensure quality and timeliness; intelligent analysis technology monitors equipment in real-time, predicts fault sales, and optimizes service inventory; helps wind power service providers transform, builds a user-centered service ecosystem, and promotes sustainable development.
Authors
- Xiaoyun Guang
- Xiaoqing Bu (ORCID: https://orcid.org/0009-0007-4581-0444)
- Yuhuan Zhang (ORCID: https://orcid.org/0000-0001-5714-2112)
- Yihan Ma
- Yiming Yin (ORCID: https://orcid.org/0009-0003-0388-8797)
- Ruxin Zhang (ORCID: https://orcid.org/0000-0003-2462-8794)
- Xiaochuan Song
Institutions
- Jining University (CN)
Publication Details
- Published
- 2025-06-30
- DOI
- https://doi.org/10.1117/12.3067092
- Primary Topic
- Power Systems and Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00