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