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迭代EMD-ICA与Levkov联合的瞬态响应工频干扰抑制方法

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瞬态响应信号的获取过程中不可避免会引入工频干扰及工频谐波干扰,且具有非平稳小信号、工频干扰频率游动和频带混叠的特点,常规方法处理效果较差.针对该问题,提出一种基于迭代EMD-ICA与Levkov联合的瞬态响应工频干扰抑制方法.将EMD和ICA结合起来,通过EMD构造参考信号,从而满足ICA的使用条件来进行工频干扰抑制,由迭代EMD-ICA来克服工频频率游动的问题,使用Levkov法进行再次滤波来解决工频谐波干扰问题.
Anti-power Interference Method Combining Iterative EMD-ICA and Levkov for Transient Response
In the process of acquiring transient response signals,power frequency interference and power frequency har-monic interference will inevitably be introduced,which feature non-stationary small signal,unfixed interference frequency swimming and frequency band aliasing,making the conventional methods inadaptable.Trying to address this problem,this paper proposes a transient response power frequency interference suppression method based on iterative EMD-ICA and Levkov combination.The EMD and ICA are combined,and the reference signal is constructed through EMD,so that the power frequency interference suppression can be carried out to meet the conditions of ICA use.The problems of power fre-quency swimming and power frequency harmonic interference are overcome by iterating EMD-ICA Levkov method,re-spectively.

transient response signalpower frequency interferenceEMDICALevkov

任杰、薛钟、王浩、董贝

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南京国电南自电网自动化有限公司,江苏 南京 211153

瞬态响应信号 工频干扰 EMD ICA Levkov

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(11)