电力调度数据交互安全风险监测及防护方法研究
Research on security risk monitoring and protection methods for power dispatch data interaction
张宏杰 1郑铁军 1贺建伟1
作者信息
- 1. 国网宁夏电力有限公司调度控制中心,宁夏银川 750001
- 折叠
摘要
[目的/意义]随着电力行业数字化进程的加快,电力调度数据交互的安全性已成为确保电网稳定运行的关键因素.通过深入分析电力调度数据交互过程中的安全风险,并提出有效的监测及防护方法,能够保障电网系统的安全可靠运行.[方法/过程]首先,对电力调控数据的特性进行深入分析,包括数据量大、复杂性高、数据类型多样化,以及敏感数据的识别与保护.其次,识别出电力调控数据交互中的主要安全风险,包括外部攻击、内部泄露、跨域数据共享的安全问题,以及对数据安全法规与标准的挑战.进一步地探索电力调控数据智能识别算法,包括监督学习与无监督学习算法的应用,以及算法效率与准确性分析.最后,提出一系列电力调控数据交互安全防护措施,涵盖安全标准与政策制定、安全控制策略的实施,以及安全防护中的技术创新应用.同时,介绍了电力调控数据交互安全风险的监测方法,包括实时监控、数据泄露的追踪与溯源,以及预警系统与应急响应的建立.[结果/结论]通过对电力调度数据交互的分析与深入研究,结合有效的监测与防护策略,可以显著提升数据交互过程的安全性.这不仅有助于预防和减少安全事故的发生,还为电力行业的数字化转型提供了重要的理论支撑和实践指导.
Abstract
[Purpose/Significance]With the acceleration of the digitalization process in the power industry,the security of data exchange in power dispatch has become a key factor in ensuring the stable operation of the power grid.This study provides an in-depth analysis of the security risks involved in the interaction process of power dispatch data,and proposes effective monitoring and protection methods to ensure the safe and reliable operation of the power grid system.[Method/Process]Firstly,this article conducts an in-depth analysis of the characteristics of power regulation data,including large data volume,high complexity,diverse data types,and identification and protection of sensitive data.Secondly,identify the main security risks in the interaction of power regulation data,including external attacks,internal leaks,security issues related to cross domain data sharing,and challenges posed by data security regulations and standards.Further explore intelligent recognition algorithms for power regulation data,including the application of supervised and unsupervised learning algorithms,as well as the analysis of algorithm efficiency and accuracy.Finally,the article proposes a series of security measures for power regulation data exchange,covering the formulation of security standards and policies,implementation of security control strategies,and innovative applications in security protection.It also introduces monitoring methods for security risks in power regulation data exchange,including real-time monitoring,tracking and tracing of data leaks,as well as the establishment of early warning systems and emergency response.[Results/Conclusion]Through comprehensive analysis and in-depth research on the interaction of power dispatch data,combined with effective monitoring and protection strategies,the security of the data interaction process can be significantly improved.This not only helps to prevent and reduce the occurrence of safety accidents,but also provides important theoretical support and practical guidance for the digital transformation of the power industry.
关键词
电力调度/数据交互/安全风险/监测方法/防护策略Key words
power dispatch/data exchange/security risks/monitoring methods/protection strategy引用本文复制引用
基金项目
宁夏自然科学基金项目(2022AAC03613)
出版年
2024
NETL
NSTL
万方数据