When a fault occurs in a DC system,the fault current rises rapidly with no zero-crossing point which makes fault-line selection and fault-type identification difficult.In this paper,an online detection and protection ...When a fault occurs in a DC system,the fault current rises rapidly with no zero-crossing point which makes fault-line selection and fault-type identification difficult.In this paper,an online detection and protection method based on graph theory,namely the“double D method”,is proposed for fault-line selection and fault-type identification in DC systems.In the proposed method,the entire distribution network is visualized as a“map”with vertices representing the line convergence points and edges representing the connection lines.A network topology matrix“D”is formed by detecting the current directions as the current directions are altered following a fault,whereas the current directions at the ends of non-fault lines remain the same.In order to prevent misjudgment problems arising from power flow reversal,the rates of change of the fault currents are used to further determine whether a fault has occurred and the“double D method”is introduced to identify the fault type.Simulations results with different fault types verify the effectiveness and reliability of the proposed method.展开更多
单相接地故障的高质量调控是支撑新型配电网安全运行的重要环节,针对有源消弧装置AASD(active-type arc suppression device)功能单一、成本高昂等问题,提出1种基于异构单元的有源消弧装置HU-AASD(AASD based on heterogeneous unit)拓...单相接地故障的高质量调控是支撑新型配电网安全运行的重要环节,针对有源消弧装置AASD(active-type arc suppression device)功能单一、成本高昂等问题,提出1种基于异构单元的有源消弧装置HU-AASD(AASD based on heterogeneous unit)拓扑结构及调控策略。首先,HU-AASD利用第四桥臂为虚拟中性点提供电压支撑,使得三相桥臂的耐压需求被降低至相电压,从而降低了AASD的器件成本与体积;其次,所提方案兼具容性和感性无功补偿能力,且接地故障发生后HU-AASD可不间断地向电网提供无功补偿,从而为配电网提供不间断的电压支撑;最后,仿真及实验结果验证了所提拓扑及调控策略的有效性及可行性。展开更多
中点钳位(neutral point clamped,NPC)型三电平逆变器并网工作环境恶劣,IGBT面临单管与双管同时故障的挑战,这使得故障特征之间的差异变得非常微弱,进而导致双管故障的识别精度难以有效提升。为此,提出了一种新的故障诊断方法,该方法结...中点钳位(neutral point clamped,NPC)型三电平逆变器并网工作环境恶劣,IGBT面临单管与双管同时故障的挑战,这使得故障特征之间的差异变得非常微弱,进而导致双管故障的识别精度难以有效提升。为此,提出了一种新的故障诊断方法,该方法结合了多通道的二维递归融合图和轻量化多尺度残差(lightweightmultiscale convolutional residuals,LMCR)网络。首先,通过仿真获取三相电流信号作为故障信号;再利用递归图(recurrence plot,RP)将三相电流信号分别转化为二维图并进行多通道融合,以捕捉时间序列中的周期性、突变点和趋势等特征;最后,将递归融合图作为输入,输入到LMCR模型中进行故障识别,LMCR模型整合多级Inception结构和残差网络,用于提取不同尺度的特征并融合这些特征,从而保证网络的梯度消失和爆炸。实验结果显示,该方法在IGBT故障识别中表现出色,无噪声环境下平均识别准确率达100%,噪声环境中也达到了92.53%,充分证明了该方法具有较强的特征提取能力和优异的抗噪性能。展开更多
基金Thanks for the financial support from the following fund projects:Project Supported by National Natural Science Foundation of China(51607070)。
文摘When a fault occurs in a DC system,the fault current rises rapidly with no zero-crossing point which makes fault-line selection and fault-type identification difficult.In this paper,an online detection and protection method based on graph theory,namely the“double D method”,is proposed for fault-line selection and fault-type identification in DC systems.In the proposed method,the entire distribution network is visualized as a“map”with vertices representing the line convergence points and edges representing the connection lines.A network topology matrix“D”is formed by detecting the current directions as the current directions are altered following a fault,whereas the current directions at the ends of non-fault lines remain the same.In order to prevent misjudgment problems arising from power flow reversal,the rates of change of the fault currents are used to further determine whether a fault has occurred and the“double D method”is introduced to identify the fault type.Simulations results with different fault types verify the effectiveness and reliability of the proposed method.
文摘单相接地故障的高质量调控是支撑新型配电网安全运行的重要环节,针对有源消弧装置AASD(active-type arc suppression device)功能单一、成本高昂等问题,提出1种基于异构单元的有源消弧装置HU-AASD(AASD based on heterogeneous unit)拓扑结构及调控策略。首先,HU-AASD利用第四桥臂为虚拟中性点提供电压支撑,使得三相桥臂的耐压需求被降低至相电压,从而降低了AASD的器件成本与体积;其次,所提方案兼具容性和感性无功补偿能力,且接地故障发生后HU-AASD可不间断地向电网提供无功补偿,从而为配电网提供不间断的电压支撑;最后,仿真及实验结果验证了所提拓扑及调控策略的有效性及可行性。
