在变压器中,研究在不同的绝缘材料温度下绕线短路的特性
Xiu Zhou1, Yukun Ma1, Xiaokang Wang2
1State Grid Ningxia Electric Power Co., Ltd., Electric Power Research Institute, Yinchuan 750011, China.
Materials (Basel, Switzerland)
|December 11, 2025
概括
本研究引入了一种新的方法,通过分析温度来评估变压器短路容量.
科学领域:
- 电气工程 电气工程
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
背景情况:
- 变压器短路容忍对于电力系统的稳定性至关重要.
- 现有的研究往往忽视了温度对绕机械性能的影响.
- 准确的机械评估需要考虑取决于温度的材料行为.
研究的目的:
- 开发一种温度感知计算方法,用于短路条件下的变压器上机制.
- 模拟温度对材料的弹性模量和钢的B-H曲线的影响.
- 使用机器学习创建变压器线圈位移的预测模型.
主要方法:
- 在不同温度下进行材料测试 (导体,绝缘,钢).
- 开发了温度依赖弹性模量和B-H曲线的数学模型.
- 提出了一种结合温度效应的计算方法,并使用随机森林算法进行预测.
- 使用750千伏变压器验证了该方法.
主要成果:
- 对于弹性模量和B-H曲线的确定的温度依赖变化规则.
- 计算了泄漏磁场,短路力和绕位移,考虑到组件温度.
- 开发了一个基于随机森林的短路位移预测模型.
- 在750千伏变压器上验证了计算方法的可行性.
结论:
- 温度在短路事件期间显著影响变压器上机制.
- 拟议的温度感知计算方法提高了机械评估的精度.
- 开发的预测模型为评估变压器短路容量提供了一种新的方法.
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