I have been working very hard on my Depth Exam lately and have not had a chance to post much. Until today, when I decided that I wanted to publicly make available a 2010 dataset of a monitored home for use in research on load disaggregation, NILM (non-intrusinve load monitoring or NIALM), Smart Homes, and AAL (ambient assisted living).
This dataset contains ION6200 power meter and Digi Wall Router ambient light/temperature sensors readings; including weather and daylight data. Sensor readings were collected over a ZigBee wireless network at 15 minute intervals. The following published papers used this dataset: 2011hoa and hoa2012.
You can get this and future datasets from here: https://github.com/smakonin/HomeData
- Public Data Sets for NIALM (op106phd.blogspot.ca)