在电力变压器中检测来自冲动电流特征的绕线变形,使用陈-李混乱系统和格拉米安角总和场
1Energy Conversion Laboratory, Master's Program in Electrical Engineering, Feng Chia University, Taichung 40724, Taiwan.
Chaos (Woodbury, N.Y.)
|July 1, 2025
概括
这项研究引入了一种新的方法,使用混乱动力学和格拉米安角总和场来检测电力变压器线圈变形. 它为电力供应服务提供了一个无校准的,预测性诊断工具.
科学领域:
- 电气工程 电气工程
- 电力系统分析 分析 分析
- 非线性动力学是一种非线性动力学.
背景情况:
- 传输线路的短路故障会引起电磁应力,导致电力变压器绕线变形.
- 陈旧的功率变压器 (>25年) 容易出现松动的绕线,降低机械强度,增加故障风险.
- 现有的诊断方法通常需要离线校准或专用设备.
研究的目的:
- 开发一种新的,非侵入性诊断技术,用于检测功率变压器绕线中的机械差异.
- 为了利用混乱的动态和时间序列分析进行预测性故障识别.
- 为传统的诊断方法提供无校准的替代方案.
主要方法:
- 将正常和测试冲进电流波形转换为时间序列数据.
- 利用陈混沌系统的动态错误方程来生成动态错误值.
- 应用格拉米安角总和场用于特征提取和维度缩小.
- 采用同步的混乱动态来识别机械上的区别.
主要成果:
- 该方法有效地捕捉了正常和变形绕圈之间的时间频率和动态结构差异.
- 节省时间的图像代表了绕线条件被生成.
- 该技术展示了检测微妙的机械区别的能力,而无需离线校准.
结论:
- 拟议的方法为电力供应服务中的预测诊断提供了基础.
- 它提供了一个强大的,无校准的方法来识别潜在的功率变压器故障.
- 这种技术提高了电力基础设施的可靠性和安全性.
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