Location
Student Activities Center (SAC), Room 2.302, 2nd Floor
University of Texas at Austin
Breakfast and Lunch provided
Map: http://www.utexas.edu/maps/main/buildings/sac.html
This is a tentative schedule for the NILM workshop. Keep checking back for update to the schedule.
Time | Event | Presenters/authors |
---|---|---|
8:30-9:00 | Breakfast | |
9:00-9:15 | Introduction | J. Zico Kolter and Mario Berges |
9:15-10:15 | Talks – Algorithms | “An Approach for Unsupervised Non-Intrusive Load Monitoring of Residential Appliances” Karim Said Barsim, Roman Streubel, Bin Yang |
“Efficient Sparse Matrix Processing for Nonintrusive Load Monitoring (NILM)” Stephen Makonin, Ivan V. Bajic, Fred Popowich | ||
“Unsupervised Approximate Power Trace Decomposition Algorithm” Kyle Anderson, Jose M.F. Moura, Mario Berges | ||
10:15-10:45 | Break | |
10:45-11:25 | Talks – Implementation | “Solar Energy Disaggregation using Whole-House Consumption Signals” Rahul Mohan, Tim Cheng, Abhay Gupta, Vivek Garud, Ye He |
“A Commercial Disaggregation System for Residential and Light Commercial Buildings” Hal Alles, Bradley A. Zenger | ||
11:25-12:00 | Lightning Talks | |
12:00-1:00 | Lunch | |
1:00-2:00 | Keynote | “Big Data Meets Cyber Physical Systems”, Shankar Sastry – Professor and Dean of Engineering, UC Berkeley |
2:00-2:15 | Break | |
2:15-3:15 | Talks – New Perspectives | “A Scalable Non-intrusive Load Monitoring System for Fridge-Freezer Energy Efficiency Estimation” Oliver Parson, Mark Weal, Alex Rogers |
“Customer Centered Calibration in End-use Water Monitoring” Eric C. Larson | ||
“NILM Redux: The Case of Emphasizing Applications over Accuracy” Sean Barker, Sandeep Kalra, David Irwin, Prashant Shenoy | ||
3:15-3:45 | Break | |
3:45-4:15 | NILM-TK Demo | Oliver Parson, Jack Kelly |
4:15-6:00 | Poster Session |
Papers
The following papers will be presented at the NILM workshop, either as oral presentations in the schedule above, or as posters.
- A Commercial Disaggregation System for Residential and Light Commercial Buildings . Hal Alles, Bradley A. Zenger
- Unsupervised Approximate Power Trace Decomposition Algorithm . Kyle Anderson, Jose M.F. Moura, Mario Berges
- NILM Redux: The Case for Emphasizing Applications over Accuracy . Sean Barker, Sandeep Kalra, David Irwin, and Prashant Shenoy
- An Approach for Unsupervised Non-Intrusive Load Monitoring of Residential Appliances . Karim Said Barsim, Roman Streubel, Bin Yang
- NILMTK: An Open Source Toolkit for Non-intrusive Load Monitoring . Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William Knottenbelt, Alex Rogers, Amarjeet Singh, Mani Srivastava
- Analysis of the artificial intelligence methods applicability to the non-intrusive load monitoring . Piotr Bilski, Wiesław Winiecki
- Energy Disaggregation via Adaptive Filtering . Roy Dong, Lillian J. Ratliff, Henrik Ohlsson, and S. Shankar Sastry
- On the Optimization of Appliance Loads Inferred by Probabilistic Models . Marisa Figueiredo, Bernardete Ribeiro, Ana de Almeida
- Towards Automatic Identification of Activity Modes in Electricity Consumption Data for Small and Medium Sized Enterprises . Emil Holmegaard, Mikkel Baun Kjaergaard
- Innovating current sensor for NILM application . Cyril Jacquemod, Khalifa Aguir, Benjamin Nicolle, Philippe Lorenzini, Gilles Jacquemod
- Metadata for Energy Disaggregation . Jack Kelly, William Knottenbelt
- UK-DALE: A dataset recording UK Domestic Appliance-Level Electricity demand and whole-house demand . Jack Kelly, William Knottenbelt
- Energy Disaggregation via Hierarchical Factorial HMM . Yeqing Li, Zhongxing Peng, Junzhou Huang, Zhilin Zhang, Jae Hyun Son
- Power Disaggregation for Low-sampling Rate Data . Jing Liao, Georgia Elafoudi, Lina Stankovic, Vladimir Stankovic
- Efficient Sparse Matrix Processing for Nonintrusive Load Monitoring (NILM) . Stephen Makonin, Ivan V. Bajic, Fred Popowich
- Solar Energy Disaggregation using Whole-House Consumption Signals . Rahul Mohan, Tim Cheng, Abhay Gupta, Vivek Garud, Ye He
- A Scalable Non-intrusive Load Monitoring System for Fridge-Freezer Energy Efficiency Estimation . Oliver Parson, Mark Weal, Alex Rogers
- Nonintrusive Disaggregation of Residential Air-Conditioning Loads from Sub-hourly Smart Meter Data . Krystian X. Perez, Wesley J. Cole, Michael Baldea, Thomas F. Edgar
- Semi-Intrusive Load Monitoring for Large-Scale Appliances . Guoming Tang, Kui Wu and Jingsheng Lei
- Event Detection and Disaggregation Algorithms for NIALM System . Kien Nguyen Trung, Eric Dekneuvel, Benjamin Nicolle, Olivier Zammit, Cuong Nguyen Van, Gilles Jacquemod
- Direct, Instantanious Identification of Home Appliances . C. Tyler, M. Witherden, R. Rayudu, G. Tyler
- On the Privacy-Cost Tradeoff of Battery Control Mechanisms in Demand Response: Selective Information Protection . Jiyun Yao, Parv Venkitasubramaniam