A Wavelet-Based Data Compression Technique for Smart Grid

@article{Ning2011AWD,
  title={A Wavelet-Based Data Compression Technique for Smart Grid},
  author={Jiaxin Ning and Jianhui Wang and Wenzhong Gao and Cong Liu},
  journal={IEEE Transactions on Smart Grid},
  year={2011},
  volume={2},
  pages={212-218}
}
This paper proposes a wavelet-based data compression approach for the smart grid (SG). In particular, wavelet transform (WT)-based multiresolution analysis (MRA), as well as its properties, are studied for its data compression and denoising capabilities for power system signals in SG. Selection of the Order 2 Daubechies wavelet and scale 5 as the best wavelet function and the optimal decomposition scale, respectively, for disturbance signals is demonstrated according to the criterion of the… CONTINUE READING
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References

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Showing 1-10 of 16 references

Wide-area monitoring and recognition for power system disturbances using data mining and knowledge discovery theory

  • J. Ning
  • Ph.D. dissertation, Tennessee Technol. Univ…
  • 2010
2 Excerpts

A framework for operation and control of smart grids with distributed generation

  • X. P. Zhang
  • IEEE Power Energy Soc. Gen. Meet. —Conv. Del…
  • 2008
1 Excerpt

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