Change detection of electric customer behavior based on AMR measurements

@article{Chen2015ChangeDO,
  title={Change detection of electric customer behavior based on AMR measurements},
  author={Tao Chen and Antti Mutanen and Pertti Jarventausta and Hannu Koivisto},
  journal={2015 IEEE Eindhoven PowerTech},
  year={2015},
  pages={1-6}
}
Smart Grids technology is emphasized a lot in the future power system worldwide. Nowadays, the widely used Automatic Meter Reading (AMR) technology in Finland makes it possible to collect customers' hourly load measurements and to use data analysis methods for customer clustering and load prediction purposes. This paper addresses the detection of possible changes in customers' behavior. This could for example be a result of changed habitation, heating solution change, installation of solar… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 12 REFERENCES

AMR in Distribution Network State Estimation

A. Mutanen, S. Repo, P. Järventausta
  • Proc. 2008 The 8th Nordic Electricity Distribution and Asset Management Conf., Bergen, Norway.
  • 2008
VIEW 2 EXCERPTS

Pattern Recognition and Machine Learning, U.S

Christopher M. Bishop
  • 2006
VIEW 1 EXCERPT