Stephen Makonin

The AMPds dataset has been release to help load disaggregation/NILM and eco-feedback researcher test their algorithms, models, systems, and prototypes. This dataset is intended to be multi-year capture of the consumption of my house. This dataset contains electricity, water, and natural gas measurements at one minute intervals. This dataset contains a total of 1,051,200 readings for 2 years of monitoring (from April/2012 to March/2014) per meter. There are a total of 21 power meters, 2 water meters (with additional appliance usage annotations), and 2 natural gas meters.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

Documentation: 
[1] Stephen Makonin, "AMPds2: The Almanac of Minutely Power dataset (Version 2)", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/c2rq-bx53. Accessed: Jan. 22, 2022.
@data{c2rq-bx53-21,
doi = {10.21227/c2rq-bx53},
url = {http://dx.doi.org/10.21227/c2rq-bx53},
author = {Stephen Makonin },
publisher = {IEEE Dataport},
title = {AMPds2: The Almanac of Minutely Power dataset (Version 2)},
year = {2021} }
TY - DATA
T1 - AMPds2: The Almanac of Minutely Power dataset (Version 2)
AU - Stephen Makonin
PY - 2021
PB - IEEE Dataport
UR - 10.21227/c2rq-bx53
ER -
Stephen Makonin. (2021). AMPds2: The Almanac of Minutely Power dataset (Version 2). IEEE Dataport. http://dx.doi.org/10.21227/c2rq-bx53
Stephen Makonin, 2021. AMPds2: The Almanac of Minutely Power dataset (Version 2). Available at: http://dx.doi.org/10.21227/c2rq-bx53.
Stephen Makonin. (2021). "AMPds2: The Almanac of Minutely Power dataset (Version 2)." Web.
1. Stephen Makonin. AMPds2: The Almanac of Minutely Power dataset (Version 2) [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/c2rq-bx53
Stephen Makonin. "AMPds2: The Almanac of Minutely Power dataset (Version 2)." doi: 10.21227/c2rq-bx53