跨大陆的非标准电网频率统计数据
Xinyi Wen1, Mehrnaz Anvari2, Leonardo Rydin Gorjão3,4
1Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), 76344, Karlsruhe, Germany.
Scientific reports
|November 4, 2025
概括
本研究分析了来自不同地区的电网频率数据,揭示了独特的统计属性. 这些发现有助于为电网稳定性和性能评估创建更准确的模型.
科学领域:
- 电气工程 电气工程
- 复杂系统分析 复杂系统分析
- 统计物理 统计物理
背景情况:
- 电网频率是电力供需平衡和电网稳定的关键指标.
- 之前对电网频率的分析在地理上是有限的,缺乏定量深度.
- 了解频率变化对于评估预测模型和合成电网频率数据至关重要.
研究的目的:
- 分析和量化电网频率数据的统计和随机属性.
- 在实证和合成频率数据中识别非标准的统计特征.
- 开发用于基准测试模型和特征实证电网频率数据的工具.
主要方法:
- 来自亚洲,澳大利亚和欧洲同步区域的自记录电网频率数据的分析.
- 高分辨率数据采样,每隔一秒.
- 统计和随机属性的量化.
主要成果:
- 在不同地区的电网频率数据中识别非标准的统计属性.
- 证明这些属性如何限制可能的随机电网频率模型.
- 开发和共享用于模型基准测试和数据表征的分析工具.
结论:
- 电网频率表现出复杂的统计行为,需要广泛的地理分析.
- 这些发现为开发更准确,更普遍的电网频率模型提供了框架.
- 进一步的研究应集中在不同的同步领域,以确保模型的稳定性.
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