Viterbi algorithm with sparse transitions (VAST) for nonintrusive load monitoring

Abstract

Implementation of smart grid provides an opportunity for concurrent implementation of nonintrusive appliance load monitoring (NIALM), which disaggregates the total household electricity data into data on individual appliances. This paper introduces a new disaggregation algorithm for NIALM based on a modified Viterbi algorithm. This modification takes… (More)
DOI: 10.1109/CIASG.2011.5953328

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@article{Zeifman2011ViterbiAW, title={Viterbi algorithm with sparse transitions (VAST) for nonintrusive load monitoring}, author={Michael Zeifman and Kurt Roth}, journal={2011 IEEE Symposium on Computational Intelligence Applications In Smart Grid (CIASG)}, year={2011}, pages={1-8} }