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基于改进模糊神经网络的小电流接地系统故障选线研究
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作者 任一帆 刘翔 赵骕璠 《消费电子》 2024年第11期173-175,共3页
小电流接地系统故障选线前需要先收集大量的故障数据,这导致故障选线响应速度慢。基于改进模糊神经网络对小电流接地系统故障选线展开研究,深入分析小电流接地系统在暂态和稳态下的故障特征,利用改进的模糊神经网络来提取这些故障特征,... 小电流接地系统故障选线前需要先收集大量的故障数据,这导致故障选线响应速度慢。基于改进模糊神经网络对小电流接地系统故障选线展开研究,深入分析小电流接地系统在暂态和稳态下的故障特征,利用改进的模糊神经网络来提取这些故障特征,建立相应的故障判据体系,实现小电流接地故障的选线。实验结果表明,采用本研究设计的选线方法,故障检测时间与选线决策时间较短,具有较快的响应速度。 展开更多
关键词 改进模糊神经网络 小电流接地系统 接地系统故障 故障选线
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Application of fractal theory in detecting low current faults of power distribution system in coal mines 被引量:5
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作者 LIU Jian-hua LIANG Rui WANG Chong-lin FAN Di-peng 《Mining Science and Technology》 EI CAS 2009年第3期321-325,共5页
Single-phase low current grounding faults areoften seen in power distribution system of coal mines.These faults are difficult to reliably identify.We propose a new method of single-phase ground fault protection based ... Single-phase low current grounding faults areoften seen in power distribution system of coal mines.These faults are difficult to reliably identify.We propose a new method of single-phase ground fault protection based upon a discernible matrix of the fractal dimension associated with line currents.The method builds on existing selective protection methods.Faulted feeders are distinguished using differences in the zero-sequence transient current fractal dimension.The current signals were first processed through a fast Fourier transform and then the characteristics of a faulted line were identified using a discernible matrix.The method of calculation is illustrated.The results show that the method involves simple calculations, is easy to do and is highly accurate.It is, therefore, suitable for distribution networks having different neutral grounding modes. 展开更多
关键词 low current faults zero sequence transient current fractal dimension discernible matrix selective protection
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