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.

Monday, 6 October 2014

List of NILM conferences

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This post aims to collect a number of NILM-specific workshops and conferences which have taken place over the past few years. As always, ple...
Friday, 5 September 2014

Post NILM 2014 @ London

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On Wednesday 3 September we held the NILM 2014 @ London meet up at Imperial College London. The aim of the meet up was to provide a local f...
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Wednesday, 27 August 2014

NILM 2014 @ London update

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With 1 week to go until the meet up , I wanted to give an update on the recent developments. We currently have attendees signed up from 7 co...
Friday, 15 August 2014

50 day access to my Artificial Intelligence article

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The published version of my recently accepted paper in Artificial Intelligence is now available online for free for 50 days. However, after...
Tuesday, 5 August 2014

NILM 2014 @ London, UK

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Peter Davies and I would like to invite you to a meetup on the topic of non-intrusive load monitoring, to be hosted in central London on 3 ...
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...
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