Disaggregated Homes

My name is Oliver Parson, and I'm currently employed as a Product Data Science Lead at Octopus. I'm interested in investigating the ways in which machine learning can be used to break down household energy consumption data into individual appliances, also known as Non-intrusive Appliance Load Monitoring (NILM) or energy disaggregation.

Tuesday, 29 July 2014

Paper accepted to Journal of Artificial Intelligence

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Last week we got the notification that our paper had been accepted to appear in the Journal of Artificial Intelligence . The paper describes...
Friday, 25 July 2014

PhD Graduation

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This week I finally graduated from my PhD, nearly four years after I started my work on energy disaggregation (and this blog) back in Octob...
Monday, 14 July 2014

Workshop on Human Centric Energy Management

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Last week I attended a workshop on human-centric energy management organised by  Dominik Egarter , Wilfried Elmenreich and Martin Krch in...
Wednesday, 25 June 2014

WikiEnergy Data Set Statistics

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I recently wrote a post about the WikiEnergy data set released by Pecan Street Inc, and have since written a downloader and converter for ...
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Monday, 23 June 2014

Hart, G.W., Prototype Nonintrusive Appliance Load Monitor, 1985

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Since Hart founded the field of energy disaggregation back in the '80s, most papers since have cited his 1992 summary article published ...
Thursday, 12 June 2014

New data sets released by WikiEnergy and University of California, Berkley

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I've recently come across two new data sets which have been released in the past month: WikiEnergy data Pecan Street Inc have re...
Sunday, 1 June 2014

Attending NILM 2014

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I'm really excited to be travelling to Austin tomorrow to attend NILM 2014 . I'm particularly looking forward to meeting other peopl...
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