A subspace signature based approach for residential appliances identification using less informative and low resolution smart meter data

@article{Dinesh2014ASS,
  title={A subspace signature based approach for residential appliances identification using less informative and low resolution smart meter data},
  author={H. G. C. P. Dinesh and Don Buddhika Wijayantha Nettasinghe and G. M. R. I. Godaliyadda and M. P. B. Ekanayake and J. V. Wijayakulasooriya and J. B. Ekanayake},
  journal={2014 9th International Conference on Industrial and Information Systems (ICIIS)},
  year={2014},
  pages={1-6}
}
This paper presents a subspace signature based approach for the identification of turned on appliances at a given observation time using one single-function smart meter. The novelty of the proposed approach compared to existing method is its capability for proper identification while relying on a significantly lower amount of measurement data. Unlike existing techniques which rely on multiple measurements at high sampling rate, the proposed method uses only the active power consumption of a… CONTINUE READING

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A subspacebased multinomial logistic regression for hyperspetral image clasification

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