The Almanac of Minutely Power Data Set

The Almanac of Minutely Power Data Set – USA

Description

 

AMPds Load Disaggregation Data Set

Data Types

Electricity Measurements; Water Measurements; Gas Measurements; Load Data

Categories

AMI Data; Measurements

Format

CSV

Sampling Intervals

1-Minute

Starting Time (Year)

2012

Time Duration

2012-2014

Total Size

N/A

Geographic Location

US Regions

Geographic Resolution

US Regions

Access Tools

Website: EPRI

Data URL

User Manual

Keywords

  • Power Demand
  • AMI Data
  • Residential Load Data
  • Commercial Load Data
  • Industrial Load Data
  • Household Load Data

Initial Upload Date

06/01/2019

Latest Access Date

06/01/2019

Contributor Email Address

payman@gwu.edu

Discussion Forum

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. 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)
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