NILM Algorithms

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Jack Kelly edited this page Apr 6, 2016 · 1 revision

NILM Algorithms in NILMTK

Each algorithm lives in its own Python file in nilmtk/nilmtk/disaggregate. We have four algorithms implemented in NILMTK:

Combinatorial optimisation
FHMM - factorial hidden Markov model (using exact inference)
An implementation of George Hart's 1985 disaggregation algorithm
Maximum Likelihood Estimation

Third-party NILM algorithms which work with NILMTK