Monday 7 January 2013

Top papers of 2012 for Non-Intrusive Appliance Load Monitoring (NIALM)

A little over a year ago I posted a list of my top 10 papers on non-intrusive appliance load monitoring. It quickly became my blog's most popular post, and also inspired more comments than any other post. Collecting and summarising academic literature is clearly useful to the community, and as a result I decided to collect the papers published during 2012 that I found most useful. There were many more papers published than I have time to describe here, but a more comprehensive list can be found in my on-line Mendeley reference library. I hope you find this list useful, and as always feel free to leave a comment!


  1. We have to keep in mind that all paper contains assumptions about the appliances in a home, but without metering each appliance individually.

    Clea DuVall.

  2. Thanks for sharing the lists Oliver. Your blog is my go-to site whenever I need to be updated on advances in this field.

  3. Hi Oliver, do you happen to have recommendations for years 2015 and 2016?

    1. I'm afraid not, but I would recommend checking out the publications at recent NILM conferences:


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