Application of a real-time data compression and adapted protocol technique for WAMS
Application of a real-time data compression and adapted protocol technique for WAMS
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DOI：
10.1109/pesgm.2015.7286366
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发表时间：
2015-07
期刊：
影响因子：
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通讯作者：
Fang Zhang;Lin Cheng;Xiong Li;Yuanzhan Sun;Wenzhong Gao;Weixing Zhao
中科院分区：
文献类型：
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作者：
Fang Zhang;Lin Cheng;Xiong Li;Yuanzhan Sun;Wenzhong Gao;Weixing Zhao
This paper proposes a real-time data compression and adapted protocol technique for wide-area measurement systems (WAMS). The compression algorithm combines exception compression (EC) with swing door trending (SDT) compression. The compression logic is designed to perform this algorithm in real time. Selection of compression parameters and data reconstruction are presented. An adapted protocol is introduced by improving the format of data frames defined by IEEE standard C37.118 for compressed data packets. The proposed compression technique and protocol were applied to the phasor measurement units (PMUs) of a hydropower plant in Guizhou Power Grid in Southwest China. A low-frequency oscillation incident was recorded by this technique. The raw, compressed and reconstructed data were analyzed to verify the compression and determine the accuracy of the proposed technique. Also, the wavelet-based data compression, the standalone EC and SDT are compared with the proposed compression technique. Our results demonstrated that this compression can reach the compression ratios in the range of 6 to 11. Also, this compression and adapted protocol technique can reduce the size of data packets by approximately 75% with high accuracy in both dynamic and steady states.
