A New Measurement Method for Power Signatures of Nonintrusive Demand Monitoring and Load Identification

  title={A New Measurement Method for Power Signatures of Nonintrusive Demand Monitoring and Load Identification},
  author={Hsueh-Hsien Chang and Kun-Long Chen and Yuan-Pin Tsai and Wei-Jen Lee},
  journal={IEEE Transactions on Industry Applications},
Based upon the analysis of load signatures, this paper presents a nonintrusive load monitoring (NILM) technique. With a characterizing response associated with a transient energy signature, a reliable and accurate recognition result can be obtained. In this paper, artificial neural networks, in combination with turn-on transient energy analysis, are used to improve recognition accuracy and computational speed of NILM results. To minimize the distortion phenomenon in current measurements from… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 27 references

A new method for power current measurement using a coreless hall effect current transformer

  • K. L. Chen, N. Chen
  • IEEE Trans. Instrum. Meas., vol. 60, no. 1, pp…
  • 2011
Highly Influential
4 Excerpts

Data extraction for effective non-intrusive identification of residential power loads

  • A. I. Cole, A. Albicki
  • Proc. IEEE Instrum. Meas. Technol. Conf., 1998…
  • 1998
Highly Influential
6 Excerpts

Wavelets and electromagnetic power system transients

  • D. C. Robertson, O. I. Camps, J. S. Mayer, W. B. Gish, Sr.
  • IEEE Trans. Power Del., vol. 11, no. 2, pp. 1050…
  • 1996
Highly Influential
3 Excerpts

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