| 基于模式相似度和LZW压缩编码的电能质量数据压缩方法 |
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| 引用本文： | 刘晓胜,王新库,黄南天,徐殿国.基于模式相似度和LZW压缩编码的电能质量数据压缩方法[J].电力自动化设备,2012,32(3):53-57. |
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| 作者姓名： | 刘晓胜 王新库 黄南天 徐殿国 |
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| 作者单位： | 1. 哈尔滨工业大学电气工程及自动化学院,黑龙江哈尔滨,150001
2. 山东德州供电公司,山东德州,253000 |
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| 基金项目： | 国家自然科学基金资助项目（60972065） |
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| 摘 要： | 针对电能质量数据多数情况下具有周期性、对称性、奇偶性等特点,提出了一种基于模式相似度和LZW压缩编码的电能质量数据压缩处理方法.在该压缩算法中,利用模式相似度归一化距离测度良好的畸变识别能力,对畸变和非畸变数据分别进行无损和有损压缩;合理引入LZW编码压缩,进一步提高算法的压缩比.依据IEEE电能质量标准,在MATLA...
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| 关 键 词： | 电能质量 数据压缩 模式相似度 LZW压缩编码 |
Power quality data compression based on pattern similarity and LZW compressed encoding |
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| LIU Xiaosheng,WANG Xinku,HUANG Nantian and XU Dianguo.Power quality data compression based on pattern similarity and LZW compressed encoding[J].Electric Power Automation Equipment,2012,32(3):53-57. |
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| Authors: | LIU Xiaosheng WANG Xinku HUANG Nantian and XU Dianguo |
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| Affiliation: | 1(1.Department of Electrical Engineering,Harbin Institute of Technology,Harbin 150001,China;2.Shandong Dezhou Power Supply Company,Dezhou 253000,China) |
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| Abstract: | According to the traits of power quality data in symmetry,parity and periodicity,a data compression algorithm based on pattern similarity and LZW compressed encoding is introduced,which normalizes the distance of pattern similarity to identify the distortion for the lossy compression of undistorted data and the lossless compression of distorted data,and adopts reasonably the LZW compressed encoding to increase the compression ratio.Models are established in MATLAB7.10 environment for six kinds of typical power quality disturbance signal,simulative experiments are designed to check the distortion detection capability of normalized distance,and the comparison of compression effect between the proposed algorithm and the one-dimension discrete wavelet transform show its performance and feasibility. |
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| Keywords: | power quality data compression pattern similarity LZW compressed encoding |
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