| 基于时域、多分辨率分析和规则基的电能质量扰动分类 |
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| 引用本文： | 郑岗,石梅香,刘丁,姚建,苗竹梅. 基于时域、多分辨率分析和规则基的电能质量扰动分类[J]. 电网技术, 2004, 28(3): 65-68 |
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| 作者姓名： | 郑岗 石梅香 刘丁 姚建 苗竹梅 |
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| 作者单位： | 西安理工大学信息与控制工程研究中心,陕西省,西安市,710048;陕西省电力公司,陕西省,西安市,710004 |
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| 摘 要： | 提出用时域分析和小波多分辨率分解相结合的方法以提取电能扰动信号的特征,建立扰动特征矢量,并结合可扩展的规则基专家系统来识别电能扰动信号的类型.该方法可以用于电力系统扰动的实时监测.仿真分析验证了该方法的有效性.
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| 关 键 词： | 电能质量 小波变换 多分辨率分解 规则基 |
| 文章编号： | 1000-3673(2004)03-0065-04 |
| 修稿时间： | 2002-11-01 |
POWER QUALITY DISTURBANCE CLASSIFICATION BASED ON TIME-DOMAIN, RULE BASE AND WAVELET MULTI-RESOLUTION DECOMPOSITION |
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| ZHENG Gang,SHI Mei-xiang,LIU Ding,YAO Jian,MIAO Zhu-mei. POWER QUALITY DISTURBANCE CLASSIFICATION BASED ON TIME-DOMAIN, RULE BASE AND WAVELET MULTI-RESOLUTION DECOMPOSITION[J]. Power System Technology, 2004, 28(3): 65-68 |
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| Authors: | ZHENG Gang SHI Mei-xiang LIU Ding YAO Jian MIAO Zhu-mei |
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| Affiliation: | ZHENG Gang1,SHI Mei-xiang1,LIU Ding1,YAO Jian2,MIAO Zhu-mei2 |
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| Abstract: | A method to extract the features of power quality disturbance signals and to establish the disturbance feature vectors is proposed by use of wavelet multi-resolution decomposition which integrates frequency-domain analysis with time-domain analysis. Using this method and combining the expandable rule-based expert system, the types of power quality disturbance signals can be identified. The proposed method can be applied to real-time monitoring of power system disturbances. The simulation results prove that this method is effective. |
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| Keywords: | Power quality Wavelet transform Multi- resolution decomposition Rule-based |
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