Last week I found out that a journal paper I helped co-author with colleagues Chinthaka Dinesh and Ivan V. Bajić was accepted for publication. Titled Residential Power Forecasting Using Load Identification and Graph Spectral Clustering it will be published in journal IEEE Transactions on Circuits and Systems II: Express Briefs. Here is the paper abstract: Forecasting energy or power usage … Continue reading Residential Power Forecasting Using Load Identification and Graph Spectral Clustering
The program is not posted for the NILM 2018 workshop. We have an exciting 2-day program that is a must for anyone in non-intrusive load monitoring (including researchers, students, and industry leaders). Now is the time to register for the workshop before Friday February 23rd: PecanStreet Workshop registration (taking place on March 6th) NILM Workshop … Continue reading NILM 2018 Program & Registration
Dear NILM researchers: This is just a friendly reminder that the deadline for submitting papers to the 2018 International NILM Workshop is this coming Sunday, January 7th, at 5pm Eastern Time (ET). Papers can be submitted via the following site: https://cmt3.research.microsoft.com/NILM2018 As a reminder, your 4-page papers should be formatted according to the IEEE Style … Continue reading NILM 2018 Paper Submissions Due Jan 7
[See original post] You are invited to the 2017 European NILM Workshop. We’re pleased to announce that the fourth European Workshop on Non-intrusive Load Monitoring will be held on the 6-7th November 2017 in London, UK. The aim of the European NILM conference series is to bring together all of the European researchers that are working … Continue reading EU NILM 2017 Announced (Repost)
This month I found out that a conference paper I helped co-author with colleagues Chinthaka Dinesh and Ivan V. Bajić was accepted for presentation. Titled Time-Of-Day Usage Patterns Into Non-Intrusive Load Monitoring, it will be presented at the 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP) this November in Montreal, Canada. Here is the paper abstract: Understanding appliance power … Continue reading Incorporating Time-Of-Day Usage Patterns Into Non-Intrusive Load Monitoring
A quick update: Last month, I accepted the position of Adjunct Professor in the School of Engineering Science where I was a Postdoctoral Fellow. This week, we opened our new lab focused on computational sustainability (visit http://compsust.fas.sfu.ca). The lab website will expand with more information over the coming months. One of the four main focus areas will be non-intrusive load monitoring … Continue reading New position & lab @ SFU
Today I am pleased to announce the release of a new public dataset called the Rainforest Automation Energy Dataset (RAE). There is an accompanying paper that describes the dataset in detail. Here is a brief summary: Datasets are important for researchers to build models and test how well their machine learning algorithms perform. This paper presents … Continue reading RAE Dataset Released!