对于飞机动力系统的低压电弧中电压和电流波形的数据集
Santiago Bogarra1, Manuel Moreno-Eguilaz2, Juan Antonio Ortega-Redondo2
1Department of Electrical Engineering, Universitat Politècnica de Catalunya, Campus of Terrassa, 08222, Terrassa, Spain.
Scientific data
|December 20, 2024
概括
这项研究引入了一个新的数据集,用于检测飞机电气系统中的平行弧故障. 这些数据有助于为电动飞机开发先进的电弧故障检测和识别方法.
科学领域:
- 电气工程 电气工程
- 航空航天工程 航空航天工程
- 材料科学 材料科学 材料科学
背景情况:
- 飞机的电气系统面临着平行弧故障的风险.
- 开发强大的电弧故障检测对于电动飞机的安全性和可靠性至关重要.
- 现有的数据集可能不能完全代表各种各样的飞机操作条件.
研究的目的:
- 提出一个全面的实验数据集,用于飞机电气系统的平行弧故障检测.
- 为在不同飞机相关压力下建模弧形行为提供资源.
- 为了促进先进的弧形故障识别算法的开发和验证.
主要方法:
- 在低压室中进行了960次实验,模拟了飞机环境.
- 在12个距离和10个压力条件下,在两个绝缘材料上使用了两个电极配置.
- 记录了每种实验条件的100万个时间,电流和电压信号样本.
主要成果:
- 创建了960个实验记录的数据集,捕捉了电弧现象.
- 该数据集包括在不同压力和材料条件下详细的电信号数据.
- 数据允许分析弧形行为和模式识别.
结论:
- 开发的数据集是推动飞机中弧形故障检测的宝贵资源.
- 它支持模拟弧形行为和改进弧形识别技术.
- 允许开发用于更多电动和全电动飞机的检测系统.
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