摘 要
雷电活动对电力系统的安全稳定运行构成严重威胁,因此深入研究雷电防护技术具有重要意义。本研究以提升电力系统防雷性能为目标,针对现有防护技术在复杂环境下的局限性,提出了一种基于多维度参数优化的综合防护策略。通过结合雷电流特性分析、绝缘配合优化以及新型避雷装置设计,构建了适用于不同电压等级和地理条件的防护模型。研究采用数值仿真与现场试验相结合的方法,验证了所提方案的有效性和可行性。结果表明,该策略能够显著降低雷击跳闸率,并提高输电线路的耐雷水平。此外,本研究首次引入人工智能算法对雷电活动进行预测,实现了防护措施的动态调整,为电力系统的智能化防雷提供了新思路。
关键词:雷电防护 多维度参数优化 人工智能预测
Abstract
Lightning activity poses a serious threat to the safe and stable operation of the power system, so it is of great significance to study the lightning protection technology deeply. To improve the lightning protection performance of power system, this paper proposes a comprehensive protection strategy based on multi-dimensional parameter optimization for the limitations of existing protection technology in complex environment. By combining the analysis of lightning current characteristics, insulation coordination optimization and the design of new lightning protection device, the protection model suitable for different voltage levels and geographical conditions is constructed. The study combines numerical simulation and field test to verify the effectiveness and feasibility of the proposed scheme. The results show that this strategy can significantly reduce the lightning trip rate and improve the lightning resistance level of transmission lines. In addition, this study introduces artificial intelligence algorithm for the first time to predict lightning activity, realizing the dynamic adjustment of protection measures, and provides a new idea for the intelligent lightning protection of power system.
Keyword:Lightning Protection Multi-Dimensional Parameter Optimization Artificial Intelligence Prediction
目 录
1绪论 1
1.1研究背景与意义 1
1.2国内外雷电防护技术研究现状 1
1.3本文研究方法与技术路线 2
2雷电特性及其对电力系统的影响 2
2.1雷电的物理特性分析 2
2.2雷电对电力系统的危害机制 3
2.3电力系统中雷电影响的关键因素 3
3电力系统雷电防护技术原理 3
3.1防雷技术的基本理论框架 4
3.2接地系统的设计与优化策略 4
3.3避雷器的功能与选型原则 5
4雷电防护技术在电力系统的应用实践 5
4.1输电线路的防雷措施分析 5
4.2变电站的综合防雷方案设计 6
4.3新型防雷技术的应用案例研究 6
结论 7
参考文献 8
致谢 9
雷电活动对电力系统的安全稳定运行构成严重威胁,因此深入研究雷电防护技术具有重要意义。本研究以提升电力系统防雷性能为目标,针对现有防护技术在复杂环境下的局限性,提出了一种基于多维度参数优化的综合防护策略。通过结合雷电流特性分析、绝缘配合优化以及新型避雷装置设计,构建了适用于不同电压等级和地理条件的防护模型。研究采用数值仿真与现场试验相结合的方法,验证了所提方案的有效性和可行性。结果表明,该策略能够显著降低雷击跳闸率,并提高输电线路的耐雷水平。此外,本研究首次引入人工智能算法对雷电活动进行预测,实现了防护措施的动态调整,为电力系统的智能化防雷提供了新思路。
关键词:雷电防护 多维度参数优化 人工智能预测
Abstract
Lightning activity poses a serious threat to the safe and stable operation of the power system, so it is of great significance to study the lightning protection technology deeply. To improve the lightning protection performance of power system, this paper proposes a comprehensive protection strategy based on multi-dimensional parameter optimization for the limitations of existing protection technology in complex environment. By combining the analysis of lightning current characteristics, insulation coordination optimization and the design of new lightning protection device, the protection model suitable for different voltage levels and geographical conditions is constructed. The study combines numerical simulation and field test to verify the effectiveness and feasibility of the proposed scheme. The results show that this strategy can significantly reduce the lightning trip rate and improve the lightning resistance level of transmission lines. In addition, this study introduces artificial intelligence algorithm for the first time to predict lightning activity, realizing the dynamic adjustment of protection measures, and provides a new idea for the intelligent lightning protection of power system.
Keyword:Lightning Protection Multi-Dimensional Parameter Optimization Artificial Intelligence Prediction
目 录
1绪论 1
1.1研究背景与意义 1
1.2国内外雷电防护技术研究现状 1
1.3本文研究方法与技术路线 2
2雷电特性及其对电力系统的影响 2
2.1雷电的物理特性分析 2
2.2雷电对电力系统的危害机制 3
2.3电力系统中雷电影响的关键因素 3
3电力系统雷电防护技术原理 3
3.1防雷技术的基本理论框架 4
3.2接地系统的设计与优化策略 4
3.3避雷器的功能与选型原则 5
4雷电防护技术在电力系统的应用实践 5
4.1输电线路的防雷措施分析 5
4.2变电站的综合防雷方案设计 6
4.3新型防雷技术的应用案例研究 6
结论 7
参考文献 8
致谢 9