I decided to update my NILM research website today. I added my NILM publications. Hopefully in the next month I can add some algorithm accuracy results to the website, too.
One other thing to note is that come April 1 (2014) I will be making available a second year’s worth of data for AMPds. I am also thinking of having a different file format. Instead of having files based on load (e.g. CDE.csv, etc) with measurements as columns . I would have files based on measurement (e.g. A.csv, P.csv, etc) with loads as columns. This would make it easier to load and use. Also, Nipun Batra pointed out an error with the water meter data where the pulse counters were reset when I installed new water meters. The old meters pulsed every cubic-foot and the new meters pulse every 0.5 litres. The pulse counter unit caused what looks like a rest because of the unit conversion from the old pulse measurements to the new 0.5 litres measurements. I had completely forgot about this. I will be fixing this problem when year 2 is released.
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Published by Stephen Makonin
Dr. Stephen Makonin is an Adjunct Professor in Engineering Science and the Principal Investigator of the Computational Sustainability Lab at Simon Fraser University (SFU). He received his PhD in Computing Science at Simon Fraser University in 2014 in the area of computational sustainability. He has been a software engineer for over 24 years working for various local/international industry clients. Stephen is a registered Professional Engineering (PEng) with Engineers and Geoscientists BC and a Senior Member of the IEEE. His research interests include computational sustainability and the understanding of socioeconomic issues that pertain to technological advancement. Stephen is an expert in data engineering, software engineering, and a world-renowned researcher in non-intrusive load monitoring (NILM) and disaggregation. Stephen is currently the Vice-Chair of the IEEE Signal Processing Society Vancouver Chapter and sits on the IEEE DataPort Advisory Committee. He currently serves as the Editor in Chief of the IEEE DataPort Metadata Review Board, and as an Editorial Board Member of Nature's Scientific Data journal.
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Non-Intrusive Load Monitoring (NILM) 