DocumentCode
3665893
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
Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
1
Lastpage
1
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
"Protocols","Real-time systems","Data compression","Electrical engineering","Phasor measurement units","Accuracy","Computers"
Publisher
ieee
Conference_Titel
Power & Energy Society General Meeting, 2015 IEEE
ISSN
1932-5517
Type
conf
DOI
10.1109/PESGM.2015.7286366
Filename
7286366
Link To Document