DocumentCode :
77475
Title :
Application of a Real-Time Data Compression and Adapted Protocol Technique for WAMS
Author :
Fang Zhang ; Lin Cheng ; Xiong Li ; Yuanzhang Sun ; Wenzhong Gao ; Weixing Zhao
Author_Institution :
State Key Lab. of Control & Simulation of Power Syst. & Generation Equip., Tsinghua Univ., Beijing, China
Volume :
30
Issue :
2
fYear :
2015
fDate :
Mar-15
Firstpage :
653
Lastpage :
662
Abstract :
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.
Keywords :
IEEE standards; data compression; hydroelectric power stations; phasor measurement; protocols; wavelet transforms; IEEE standard C37.118; PMU; SDT compression; WAMS; adapted protocol technique; compressed data packets; compression logic; data reconstruction; exception compression; hydropower plant; low-frequency oscillation incident; phasor measurement units; real-time data compression; swing door trending compression; wavelet-based data compression; wide-area measurement systems; Accuracy; Data compression; Oscillators; Phasor measurement units; Power system dynamics; Protocols; Real-time systems; Data compression; protocol; real-time; swing door trending; wide-area measurement system;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2014.2329092
Filename :
6847242
Link To Document :
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