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Simulating disaggregated electricity data

To do rigorous NILM research, we need lots of high-quality disaggregated electricity data. This is especially true if we want to run a good NILM competition.

There are now 20 public datasets listed on the NILM wiki. But all real data suffers from problems which make it problematic for use in a NILM competition. These problems include:

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