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Data Sets for Evaluation of Building Fault Detection and Diagnostics Algorithms
This documentation and dataset can be used to test the performance of automated fault detection and diagnostics algorithms for buildings. The dataset was created by LBNL, PNNL, NREL, ORNL and ASHRAE RP-1312 (Drexel University). It includes data for air-handling units and rooftop u...
Lin, G. and Mitchell, R. Lawrence Berkeley National Laboratory
Feb 26, 2019
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
U.S. Electric Utility Companies and Rates: Look-up by Zipcode (Feb 2011)
This dataset, compiled by NREL using data from [ABB, the Velocity Suite](http://energymarketintel.com/) and the [U.S. Energy Information Administration dataset 861](http://www.eia.gov/electricity/data/eia861/), provides average residential, commercial and industrial electricity ra...
Huggins, J. and Laboratory, N. National Renewable Energy Laboratory
Nov 25, 2014
5 Resources
0 Stars
Publicly accessible
5 Resources
0 Stars
Publicly accessible
One year occupant behavior/environment data for medium U.S. office
One year of longitudinal data (fifteen minute interval) on local thermal conditions, related behaviors, and comfort of twenty-four occupants of a medium-sized office building in Philadelphia, PA.
Please cite:
Langevin, J., Gurian, P.L., and Wen, J. (2015). Tracking the human...
Langevin, J. Lawrence Berkeley National Laboratory
Jul 20, 2015
2 Resources
1 Stars
In curation
2 Resources
1 Stars
In curation
JodiOil World Database (Jan 2002 Jan 2011)
The JodiOil World Database is freely available from the [Joint Organisations Data Initiative (JODI)](http://www.jodidata.org/ "JODI website") and is updated on or around the 20th of each month. The database consists of: _Seven product categories_ (crude oil, LPG, gasoline, kerosen...
Hallett, K. and JODI, . National Renewable Energy Laboratory
Sep 30, 2004
4 Resources
0 Stars
In curation
4 Resources
0 Stars
In curation
Energy Use and Water Consumption at University of Texas at Austin
Provides annual energy usage for years 1989 through 2010 for UT at Austin; specifically, electricity usage (kWh), natural gas usage (Mcf), associated costs. Also provides water consumption for 2005 through 2010.
Steam, chilled water, and electricity are generated on the main camp...
Management, U. The University of Texas at Austin
Jul 29, 2014
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
2021 Alaska Energy Statistics Workbook
Annual data for Alaska on electric generation capacity, net generation, fuel use, sales, customers, and revenues. Covers all Alaska certificated electric utilities and most other generators. Combines data from EIA forms 923, 860, 861, and 861S with data from Alaska?s Power Cost Eq...
McMahon, N. et al University of Alaska Fairbanks
Aug 25, 2023
1 Resources
0 Stars
In progress
1 Resources
0 Stars
In progress
Global Energy & Mining Data, World Bank (1970 2007)
Alternative and Nuclear Energy: Percentage of Total Energy Use Combustible Renewables and Waste: Metric Tons of Oil Equivalent Combustible Renewable and Waste: Percentage of Total Energy Electric Power Consumption Electric Power Transmission and Distribution Losses Electric Power ...
Brodt-Giles, D. and Bank, W. National Renewable Energy Laboratory
Oct 12, 2013
4 Resources
0 Stars
In curation
4 Resources
0 Stars
In curation
Sample IEEE123 Bus system for OEDI SI
Time series load and PV data from an IEEE123 bus system. An example electrical system, named the OEDI SI feeder, is used to test the workflow in a co-simulation. The system used is the IEEE123 test system, which is a well studied test system (see link below to IEEE PES Test Feeder...
Elgindy, T. and Balasubramaniam, K. National Renewable Energy Laboratory
Sep 01, 2022
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
ORNL NILMS Project Yarnell Station Research House
DOE funded research for NILMS and fault detection for small and medium commercial buildings. This contains notes, documentation, and data from testing at the Yarnell Station research house. The data can be used to study non-intrusive load monitoring approaches.
Fugate, D. and Laboratory, O. Oak Ridge National Laboratory
Mar 22, 2017
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
Solar Row Zero Energy Townhomes Boulder, CO
Wonderland Development has constructed a new "near zero energy" row home design in North Boulder consisting of 9 units: one 5-plex and two duplexes. NREL has performed short-term tests and installed long-term monitoring equipment in three of these units. Two of these units used a ...
Norton, P. et al National Renewable Energy Laboratory
Sep 27, 2016
11 Resources
0 Stars
Publicly accessible
11 Resources
0 Stars
Publicly accessible
U.S. Electric Utility Companies and Rates: Look-up by Zipcode (2014)
This dataset, compiled by NREL using data from [ABB, the Velocity Suite](http://energymarketintel.com/) and the [U.S. Energy Information Administration dataset 861](http://www.eia.gov/electricity/data/eia861/), provides average residential, commercial and industrial electricity ra...
Huggins, J. and Laboratory, N. National Renewable Energy Laboratory
Dec 01, 2015
7 Resources
0 Stars
Publicly accessible
7 Resources
0 Stars
Publicly accessible
Utility-Scale Solar, 2021 Edition: Analysis of Empirical Plant-level Data from U.S. Ground-mounted PV, PV+battery, and CSP Plants (exceeding 5 MWAC)
Berkeley Labs "Utility-Scale Solar", 2021 Edition presents analysis of empirical plant-level data from the U.S. fleet of ground-mounted photovoltaic (PV), PV+battery, and concentrating solar-thermal power (CSP) plants with capacities exceeding 5 MWAC. While focused on key developm...
Bolinger, M. et al Lawrence Berkeley National Lab
Sep 30, 2021
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
Geogenic Helium Release from Rock Fracture
In this project 38 uniaxial compaction tests were conducted at Sandia National Laboratories with 7 different rock types. During these tests, we created a vacuum system and evacuated and measured all the helium that was released by the samples during crushing. The experimental file...
Kibikas, W. Sandia National Laboratories
Jan 24, 2025
3 Resources
0 Stars
Awaiting release
3 Resources
0 Stars
Awaiting release
Estimated Proved and Unproved Oil and Gas Reserves, Gulf of Mexico: 2006
The US Department of Interior's (DOI) Bureau of Ocean Energy Management, Regulation and Enforcement (BOEMRE) publishes oil and gas reserve data corresponding to the report published in 2009 by the DOI entitled, "Outer Continental Shelf Estimated Oil and Gas Reserves Gulf of Mexico...
Hallett, K. and (BOEMRE), U. National Renewable Energy Laboratory
Nov 30, 2009
5 Resources
0 Stars
In curation
5 Resources
0 Stars
In curation
Fueling Infrastructure Polymer Materials Compatibility to Ethanol-blended Gasoline
These data files contain volume, mass, and hardness changes of elastomers and plastics representative exposed to gasoline containing various levels of ethanol. These materials are representative of those used in gasoline fuel storage and dispensing hardware. All values are compa...
Kass, M. and Laboratory, O. Oak Ridge National Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
Long-term occupancy data for residential and commercial building
Includes information about occupancy status (1 occupied; 0 unoccupied) of three rooms in a residential home and six commercial offices. The residential and commercial occupancy data files cover one month with at least a fifteen minute measurement time interval. Raw data are in C...
Dong, B. Lawrence Berkeley National Laboratory
Jul 24, 2015
2 Resources
0 Stars
In curation
2 Resources
0 Stars
In curation
NOAA Borehole Data
NOAA borehole data with temperatures at different depths. http://www.ncdc.noaa.gov/paleo/borehole/nam.html
### License Info
http://www.ncdc.noaa.gov/oa/about/open-access-climate-data-policy.pdf
NOAA, . and NOAA, . National Oceanic and Atmospheric Administration
Apr 07, 2010
2 Resources
0 Stars
In curation
2 Resources
0 Stars
In curation
National Household Travel Survey (2009)
The 2009 National Household Travel Survey (NHTS) provides information to assist transportation planners and policy makers who need comprehensive data on travel and transportation patterns in the United States. The 2009 NHTS updates information gathered in the 2001 NHTS and in prio...
Newes, E. and Administration, U. National Renewable Energy Laboratory
Feb 27, 2011
6 Resources
0 Stars
In curation
6 Resources
0 Stars
In curation
World Energy Data
Includes datasets on Primary Energy Production, Primary Energy Supply, and Primary Energy Supply per Capita for countries from 1971-2008
Wendy, . and (OECD), O. Cornell University
Jul 30, 2014
4 Resources
0 Stars
In curation
4 Resources
0 Stars
In curation
U.S. Offshore Pipeline Information and Data
The US Department of Interior's (DOI) Bureau of Ocean Energy Management, Regulation and Enforcement (BOEMRE) publishes pipeline data for the Gulf of Mexico OCS Region. The data includes information specific to each pipeline segment number, such as: origination and destination loca...
Hallett, K. and (BOEMRE), U. National Renewable Energy Laboratory
Jan 02, 2011
6 Resources
0 Stars
In curation
6 Resources
0 Stars
In curation
India Direct Normal & Global Horizontal Irradiance Solar Resources
GIS data for India's direct normal irradiance (DNI) and global horizontal irradiance.
Provides 10-kilometer (km) solar resource maps and data for India. The 10-km hourly solar resource data were developed using weather satellite (METEOSAT) measurements incorporated into a site-...
Lopez, A. and Laboratory, N. National Renewable Energy Laboratory
Nov 25, 2014
4 Resources
0 Stars
In curation
4 Resources
0 Stars
In curation
eGRID2007 Version 1.1 All Files
The Emissions & Generation Resource Integrated Database (eGRID) is a comprehensive inventory of environmental attributes of electric power systems. The preeminent source of air emissions data for the electric power sector, eGRID is based on available plant-specific data for all U....
Wood, J. and (EPA), E. National Renewable Energy Laboratory
Jan 25, 2009
2 Resources
0 Stars
In curation
2 Resources
0 Stars
In curation
Photovoltaic Module Current-Voltage and Electroluminescence Image Data (PV-IV-EL)
This dataset consists of 613 sets of corresponding current-voltage trace (IV) flash test data and electroluminescence (EL) image data for commercial PV modules from the Photovoltaic Systems Evaluation Laboratory at Sandia National Laboratories. PV modules are from fielded systems ...
Byford, B. et al Sandia National Laboratories
Dec 15, 2015
5 Resources
0 Stars
Publicly accessible
5 Resources
0 Stars
Publicly accessible
Heating Degree Days, by State (Weighted by Population, per 2000 Census)
The National Oceanic and Atmospheric Administration's (NOAA) National Environmental Satellite, Data, and Information Services (NESDIS), in conjunction with the National Climatic Data Center (NCDC) publish monthly and annual climate data by state for the U.S., including, heating de...
Hallett, K. and NOAA, . National Renewable Energy Laboratory
Jul 30, 2014
2 Resources
0 Stars
In curation
2 Resources
0 Stars
In curation
U.S. Electric Utility Companies and Rates: Look-up by Zipcode (2013)
This dataset, compiled by NREL using data from [ABB, the Velocity Suite](http://energymarketintel.com/) and the [U.S. Energy Information Administration dataset 861](http://www.eia.gov/electricity/data/eia861/), provides average residential, commercial and industrial electricity ra...
Huggins, J. and Laboratory, N. National Renewable Energy Laboratory
Jul 13, 2015
5 Resources
1 Stars
Publicly accessible
5 Resources
1 Stars
Publicly accessible