ANFIS approach for noise reduction of lightning current online monitoring system

机译：ANFIS降低雷电流在线监测系统噪声的方法

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摘要

A novel de-noising algorithm, based on adaptive neural-fuzzy inference system (ANFIS) is proposed for noise reduction of the lightning current online monitoring system. The paper presents the theory and the implement procedure of the fuzzy neural system. Comparisons among the traditional strategies, such as curve fitting (CF), wavelet transform (WT) methods and the proposed ANFIS strategy are carried out. The simulation results demonstrate the superiority of the proposed method. Moreover, the employed approach has been tested on the practical measured current of lightning current online monitoring system. The testing results validate the proposed approach.

机译：提出了一种基于自适应神经模糊推理系统（ANFIS）的降噪算法，用于降低雷电在线监测系统的噪声。介绍了模糊神经系统的理论和实现过程。进行了传统策略的比较，例如曲线拟合（CF），小波变换（WT）方法和拟议的ANFIS策略。仿真结果证明了该方法的优越性。此外，所采用的方法已经在雷电电流在线监测系统的实际测量电流上进行了测试。测试结果验证了该方法的有效性。

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《2011 7th Asia-Pacific International Conference on Lightning》|2011年|p.618-624|共7页
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作者
Yan Nan-nan; Fu Zheng-cai; Zhou Qin;
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正文语种
中图分类大气电现象（大气电学）;
关键词
ANFIS; curve fitting (CF); denoise; lightning current online monitoring system; wavelet transform (WT);

机译：ANFIS;曲线拟合（CF）;降噪;雷电流在线监测系统;小波变换（WT）;

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专利

1. ANFIS Approach for Noise Reduction of Lightning Current Online Monitoring System [J] . Nannan YAN, Zhengcai FU, Junfeng LI Przeglad Elektrotechniczny . 2012,第7A期

机译：ANFIS降低雷电在线监控系统噪声的方法
2. Phase Noise Monitor and Reduction by Parametric Saturation Approach in Phase Modulation Systems [J] . XU Ming, ZHOU Zhen, PU Xiao, 中国物理快报：英文版 . 2011,第002期
3. Online acoustic feedback mitigation with improved noise-reduction performance in active noise control systems [J] . Ahmed, S., Akhtar, Signal Processing, IET . 2013,第6期

机译：在线声反馈缓解技术，在主动噪声控制系统中具有改善的降噪性能
4. ANFIS Approach for Noise Reduction of Lightning Current Online Monitoring System [C] . Nan-nan Yan, Zheng-cai Fu, Qin Zhou 2011 7th Asia-Pacific International Conference on Lightning . 2011

机译：ANFIS降低雷电在线监控系统噪声的方法
5. Characterization of noise in the lightning current derivative signals measured at the CN Tower [D] . Liatos, Petros. 2004

机译：CN塔测量雷电电流衍生信号中噪声的表征
6. RTS Noise and Dark Current White Defects Reduction Using Selective Averaging Based on a Multi-Aperture System [O] . Bo Zhang, Keiichiro Kagawa, Taishi Takasawa, 2014

机译：基于多孔径系统的选择性平均降低RTS噪声和暗电流白缺陷
7. Process Variation Tolerant Online Current Monitor for Robust Systems [O] . Qikai Chen, Saibal Mukhopadhyay, Hamid Mahmoodi, 2014

机译：用于稳健系统的过程变化容忍在线电流监视器
8. Noise Reduction in the Beam Current Monitor [R] . Arai, S. 1982

机译：束流监视器中的噪声降低

ANFIS approach for noise reduction of lightning current online monitoring system

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