对和三相不平衡干扰源的联合概率建模方法
Zheng Ren1, Xiao-Lu Chen1, Chun Wang1
1State Grid East Inner Mongolia Electric Power Research Institute, Hohhot, 010020, China.
Heliyon
|December 6, 2024
概括
本研究引入了一种新的模型来分析三相和和三相不平衡在电力系统中的相互作用. 该方法准确地预测了电力质量问题,有助于预防这些问题.
科学领域:
- 电气工程 电气工程
- 电力系统分析 分析 分析
背景情况:
- 和三相失衡是普遍存在的电力系统干扰.
- 这些干扰相互作用,使其对电力系统性能的影响复杂化.
研究的目的:
- 调查和三相不平衡干扰源 (H-TU-DS) 的联合排放水平.
- 开发对它们的分布和相互作用机制进行全面和准确的分析.
主要方法:
- 使用相关系数减少多维H-TU-DS数据的维度.
- 使用改进的模糊C-平均值 (FCM) 算法对操作条件进行分类.
- 使用非参数内核密度函数与自适应带宽改进的H-TU-DS的联合概率建模.
主要成果:
- 提出的方法有效地过特征数据集,分类操作条件,并执行联合概率建模.
- 通过与模拟和实际数据进行比较的验证证实了该方法的准确性和有效性.
结论:
- 开发的模型准确地预测了H-TU-DS对电网连接后电力质量的影响.
- 它可以通过先进的处理策略主动预防电力质量问题.
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