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AMPds2: The Almanac of Minutely Power Dataset (Version 2)

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. Weather data from Environment Canada's YVR weather station has also been added. This hourly weather data covers the same period of time as AMPds and includes a summary of climate normals observed from the years between 1981-2010. Billing data from utility companies is also included for cost/benefit analysis. (2015-05-07)

Sensor layout

Figure 1: Test House Property. Surrounding area of house: (a) property survey and (b) location in surrounding block. Yellow lines show 1 m elevation contours.

From: Electricity, water, and natural gas consumption of a residential house in Canada from 2012 to 2014

sensor locations

Data files & format

Files are split into smaller files (100,000 rows/each)

File Description Variables Observations
Electricity_B1E North Bedroom Electricity Sub-Meter 12 1051200
NaturalGas_FRG Furnace Gas Sub-Meter Readings 4 1051200
Water_WHW Whole-House Water Meter Readings 4 1051200

Dataset source

https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/FIE0S4/

Terms of use

Creative Commons Attribution licence (CC-BY) see https://creativecommons.org/licenses/by/4.0/

You must cite: Makonin, S. et al. Electricity, water, and natural gas consumption of a residential house in Canada from 2012 to 2014. Sci. Data 3:160037 doi: 10.1038/sdata.2016.37 (2016).