在覆盖导体中增强故障类型检测,使用堆叠合奏和新算法组合组合
Ondřej Kabot1, Lukáš Klein1,2, Lukáš Prokop1
1ENET Centre-CEET, VSB-Technical University of Ostrava, 708 00 Ostrava, Czech Republic.
Sensors (Basel, Switzerland)
|October 28, 2023
概括
本研究介绍了一种基于天线的新型系统,用于准确检测交联聚乙烯 (XLPE) 覆盖导体中的故障. 该方法有效地对故障类型进行分类,提高了森林地区的电力分配可靠性和安全性.
科学领域:
- 电气工程 电气工程
- 电力系统 电力系统
背景情况:
- 用交联聚乙烯 (XLPE) 覆盖的导体对于可靠的电力分配至关重要,特别是在森林地区,减少缓冲区.
- 现有的故障检测方法往往昂贵,难以安装,缺乏详细的故障类型信息.
研究的目的:
- 开发一种创新的,基于天线的方法,用于精确检测XLPE覆盖导体中的故障.
- 将各种故障类型分类,包括单相,三相和不同的故障类别,这在以前是不可能的.
- 提高发电网故障检测系统的准确性和可靠性.
主要方法:
- 使用基于天线的系统来检测故障信号.
- 使用分类器来区分各种故障类型.
- 实施了堆叠组合方法与后勤回归来提高检测准确度.
主要成果:
- 成功地区分了单相到三相故障.
- 实现了不同故障类型的分类,这是一种新的能力.
- 堆叠组合方法显著提高了故障检测的准确性.
结论:
- 拟议的基于天线的方法为XLPE覆盖导体的故障检测提供了显著的进步.
- 这项技术可以减少假阳性,提高网络可靠性和更安全地使用覆盖导体.
- 这些发现支持更广泛地采用覆盖导体,有助于环境保护和高效的电力分配.
相关概念视频
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