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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
ORNL Air Handling Fault Test Data Yarnell Station Research House
ORNL test data for air handling faults. Data contains electrical measurements and power consumption measurements.
Fugate, D. and Laboratory, O. Oak Ridge National Laboratory
Mar 22, 2017
5 Resources
0 Stars
In curation
5 Resources
0 Stars
In curation
H2@Scale Hydrogen Economic Potential Supply and Demand Locations
This data release provides estimates of hydrogens economic potential for possible hydrogen applications and production technologies by geographic location for various scenarios, as described in "The Technical and Economic Potential of the H2@Scale Concept within the United States"...
Ruth, M. et al National Renewable Energy Laboratory
Oct 01, 2020
5 Resources
0 Stars
Publicly accessible
5 Resources
0 Stars
Publicly accessible
H2@Scale Concept Hydrogen Demand and Resources
The H2@Scale concept involves hydrogen as an energy intermediate. Hydrogen can be produced from various conventional and renewable energy sources including as a responsive load on the electric grid. Hydrogen has many current applications and many more potential applications, such ...
Ruth, M. et al National Renewable Energy Laboratory (NREL)
Oct 01, 2020
5 Resources
0 Stars
Publicly accessible
5 Resources
0 Stars
Publicly accessible
Anemometer Data (Average Monthly Wind Speed) for Citizen Potawatomi Indian Reservation, OK (2004 2006)
Wind data collected from Citizen Potawatomi Indian Reservation in Oklahoma from a height of 20 meters (part of the Native American anemometer loan program). Monthly mean wind speed is available for 2004 through 2005. The data was originally made available by Wind Powering America,...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
Anemometer Data (Average Monthly Wind Speed) for Hualapai Indian Reservation, AZ (2004 2005)
Wind data collected from Hualapai Indian Reservation in Arizona from a height of 66 meters (part of the Native American anemometer loan program). Monthly mean wind speed is available for 2004 through 2005. The data was originally made available by Wind Powering America, a DOE Offi...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
Recovery.org: State-by-State Recovery Act Awards and Jobs Created Feb 17, 2009-Mar 31, 2011
This dataset, updated quarterly by Recovery.org, contains a breakdown of state-by-state recovery act funds awarded and received, as well as the number of jobs created and saved. The shows two periods, February 17, 2009 to December 31, 2010, and January 1, 2011 to March 31, 2011. T...
Hill, G. and Recovery.org, . National Renewable Energy Laboratory
Jun 07, 2011
2 Resources
0 Stars
In curation
2 Resources
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In curation
Curated Test Fault Data Set
The curated fault experiment data set consists of tagged and fully described time series representing measured faults from the AFDD test building (ORNLs Flexible Research Platform [FRP]), including baseline performance and faulty performance. A total of 10 different faults are tes...
Kim, J. et al National Renewable Energy Laboratory
Sep 24, 2019
3 Resources
0 Stars
Publicly accessible
3 Resources
0 Stars
Publicly accessible
Anemometer Data (Wind Speed, Direction) for Fort Belknap, MT (2001 2002)
Wind data collected from Fort Belknap Indian Reservation, Montana from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2001 through 2002, as is wind direction and turbulence data. Data is reported from a height of 20 m...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
Anemometer Data (Wind Speed, Direction) for Northern Cheyenne, MT (2003 2004)
Wind data collected from Northern Cheyenne Indian Reservation in Montana from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2003 through 2004, as is wind direction and turbulence data. Data is reported from a height ...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
0 Stars
In curation
Anemometer Data (Wind Speed, Direction) for Quinault #2, WA (2003 2004)
Wind data collected from Quinault Indian Reservation in Washington from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2003 through 2004, as is wind direction and turbulence data. Data is reported from a height of 20 ...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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In curation
Anemometer Data (Wind Speed, Direction) for Quinault #3, WA (2004 2005)
Wind data collected from Quinault Indian Reservation in Washington from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2004 through 2005, as is wind direction and turbulence data. Data is reported from a height of 20 ...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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In curation
Anemometer Data (Wind Speed, Direction) for Table Bluff, CA (2002 2004)
Wind data collected from Table Bluff Indian Reservation in California from a 20-meter anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2002 through 2004, as is wind direction and turbulence data. The data was originally ma...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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Anemometer Data (Wind Speed, Direction) for Tanana, AK (2001 2002)
Wind data collected from Tanana Village in Alaska from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2001 through 2002, as is wind direction and turbulence data. Data is reported from a height of 20 m. The data was o...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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Anemometer Data (Wind Speed, Direction) for Ugashik, AK (2001 2002)
Wind data collected from Ugashik Traditional Village in Alaska from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2001 through 2002, as is wind direction and turbulence data. Data is reported from a height of 20 m. T...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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In curation
Anemometer Data (Wind Speed, Direction) for Wind River, WY (2002 2003)
Wind data collected from Wind River Indian Reservation in Wyoming from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2002 through 2003, as is wind direction and turbulence data. Data is reported from a height of 20 m...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
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In curation
3 Resources
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In curation
Anemometer Data (Wind Speed, Direction) for YKHC-Bethel, AK (2003 2004)
Wind data collected from YKHC Bethel in Alaska from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2003 through 2004, as is wind direction and turbulence data. Data is reported from a height of 20 m. The data was orig...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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LBNL Fault Detection and Diagnostics Datasets
These datasets can be used to evaluate and benchmark the performance accuracy of Fault Detection and Diagnostics (FDD) algorithms or tools. It contains operational data from simulation, laboratory experiments, and field measurements from real buildings for seven HVAC systems/equip...
Granderson, J. et al Lawrence Berkeley National Laboratory
Aug 01, 2022
5 Resources
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Publicly accessible
5 Resources
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Publicly accessible
Anemometer Data (Wind Speed, Direction) for Keweenaw Bay, MI (2007 2008)
Wind data collected from Keweenaw Bay Indian Community Reservation in Michigan from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2001 through 2002, as is wind direction and turbulence data. Data is reported from a h...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
In curation
3 Resources
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In curation
Anemometer Data (Wind Speed, Direction) for Pine Ridge, SD (2001 2002)
Wind data collected from an Indian Reservation in South Dakota (Pine Ridge) from an anemometer as part of the Native American anemometer loan program. Monthly mean wind speed is available for 2001 through 2002, as is wind direction and turbulence data. Data is reported from a heig...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
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In curation
3 Resources
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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
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In curation
3 Resources
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NREL GIS data: Bhutan Wind Power Density at 50m Above Ground Level
GIS data for Bhutan's Wind Power Density at 50m Above Ground Level. NREL developed estimates of Bhutans wind resources at a spatial resolution of 1 km^2 using NREL?s Wind Resource Assessment and Mapping System (WRAMS). Wind turbine output at a given site can be predicted using win...
Heimiller, D. et al National Renewable Energy Laboratory
Nov 25, 2014
3 Resources
0 Stars
Publicly accessible
3 Resources
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Anemometer Data (Wind Speed, Direction) for Beloit, Kansas (2003 2004)
Wind data collected from Beloit, Kansas from a 20-meter anemometer as part of the Western Area Power Administration anemometer loan program. Ten-minute average wind speed and direction is available for 2003 and 2004. The data was originally made available by Wind Powering America,...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
7 Resources
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In curation
7 Resources
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Oak Ridge National Laboratory NILMS Project FRP #2
DOE funded research for NILMS and Fault Detection for small and medium commercial buildings. This contains notes, documentation, and data from Flexible Research Platform #2. This data can be used to study Non-intrusive Load Monitoring approaches.
The data is 30 second sample p...
Fugate, D. and Laboratory, O. Oak Ridge National Laboratory
Mar 20, 2017
4 Resources
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In curation
4 Resources
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In curation
Data of PV panel attached on building
To use these files, please read the "Readme" file and the following items:
There are seven files, six of which are ".xlsx" and the last one is ".m".
1. Code_building_2: This file contains the code base for data analysis, making and plotting mathematical models using Mathlab softwa...
Alvarez, L. University of Illinois
Oct 12, 2020
8 Resources
0 Stars
In progress
8 Resources
0 Stars
In progress