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.
DOI Link:
Dataset Files
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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. 03, 2025.
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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} }
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 -
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