摘要
With the continuous advancement of energy transition and the application of advanced mature technologies such as cloud computing, big data, the Internet of Things, mobile Internet, artificial intelligence, blockchain, etc., the electric power dispatch automation system has become increasingly vast and complex.In R&D construction of new generation operation supporting systems, as the core of the system construction and operation, the reliability and robustness evaluation of the support platform is particularly crucial. Given the limitations and challenges in testing and fault injection methods for large-scale complex systems, we propose a multipoint heterogeneous testing method based on complex networks. By abstracting the support platform as a complex network model and adopting the importance calculation based on the Laplacian matrix as the fault injection selection strategy, multi-point heterogeneous concurrent fault injection is realized. A networked distributed fault injection test system is designed, enabling dynamic monitoring and assessment of system states. Using the support platform in a test environment as the testing subject, and selecting dual-active center data synchronization as a typical scenario, single-point, dual-point, and three-point concurrent testing experiments are conducted based on different node selection strategies to validate the effectiveness of the proposed method. Experimental results indicate that, compared with degree matrix and betweenness centrality matrix, the fault injection strategy based on the Laplacian matrix causes the most significant degradation in two key testing metrics of platform dual-active synchronization timeliness and data consistency. This method proves to be more efficient in identifying system vulnerabilities, providing effective technical means for enhancing the robustness and resilience of the support platform.
| 投稿的翻译标题 | Research on Complex Networks Multi-point Heterogeneous Testing Method for Support Platform of New Generation Operation Supporting System |
|---|---|
| 源语言 | 繁体中文 |
| 页(从-至) | 3020-3030 |
| 页数 | 11 |
| 期刊 | Dianwang Jishu/Power System Technology |
| 卷 | 49 |
| 期 | 7 |
| DOI | |
| 出版状态 | 已出版 - 5 7月 2025 |
联合国可持续发展目标
此成果有助于实现下列可持续发展目标:
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可持续发展目标 7 经济适用的清洁能源
关键词
- Laplacian matrix
- complex networks
- fault injection strategy
- multi-point heterogeneous testing
- next-generation grid dispatch support system
学术指纹
探究 '新一代调度技术支持系统支撑平台多点异构测试方法研究' 的科研主题。它们共同构成独一无二的学术指纹。引用此
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