Compression of power system signals with wavelets

This paper reviews some technical issues in investigating real-time data analytics for future power grid systems. Wavelet transform will be used to demonstrate how current and voltage signals are compressed as a possible solution to data compression, and limitations of the technique will be highlighted.

[1]  B. Ismail,et al.  Image De-noising with a New Threshold Value Using Wavelets , 2012 .

[2]  Wes Nichols,et al.  Advertising Analytics 2.0. (cover story) , 2013 .

[3]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Ian T. Foster,et al.  Software as a service for data scientists , 2012, Commun. ACM.

[5]  Ian Gorton,et al.  Large-Scale Data Challenges in Future Power Grids , 2013, 2013 IEEE Seventh International Symposium on Service-Oriented System Engineering.

[6]  Johann Jaeger,et al.  Efficiency analysis of data compression of power system transients using wavelet transform , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.

[7]  John A. Keane,et al.  Big Data Framework , 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

[8]  Ali M. Reza,et al.  Filtering ( Denoising ) in the Wavelet Transform Domain , 2000 .

[9]  Wing-Hong Lau,et al.  Real-Time Power-Quality Monitoring With Hybrid Sinusoidal and Lifting Wavelet Compression Algorithm , 2012, IEEE Transactions on Power Delivery.

[10]  Roger L. Martin.  Los catalizadores de la innovación , 2011 .

[11]  Paulo F. Ribeiro,et al.  Power Systems Signal Processing for Smart Grids , 2013 .

[12]  Veda C. Storey,et al.  Business Intelligence and Analytics: From Big Data to Big Impact , 2012, MIS Q..

[13]  T. Davenport,et al.  Data scientist: the sexiest job of the 21st century. , 2012, Harvard business review.

[14]  Dominic Barton,et al.  Making advanced analytics work for you. , 2012, Harvard business review.

[15]  Thomas J. Steenburgh,et al.  Motivating Salespeople: What Really Works , 2012, Harvard business review.