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BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

The BuildingsBench datasets consist of: Buildings-900K: A large-scale dataset of 900K buildings for pretraining models on the task of short-term load forecasting (STLF). Buildings-900K is statistically representative of the entire U.S. building stock. 7 real residential and com...

Emami, P. and Graf, P. National Renewable Energy Laboratory

Dec 31, 2018
6 Resources
1 Stars
Publicly accessible

CloudCV 10-Second Sky Images and Irradiance Dataset

The CloudCV 10-Second Sky Image and Irradiance Dataset contains sky images and irradiance measurements recorded every 10 seconds during daylight hours for 90 days between September 5th to December 3rd, 2019. The dataset was collected at the National Renewable Energy Laboratory (NR...

Perr-Sauer, . et al National Renewable Energy Laboratory

Oct 01, 2024
9 Resources
0 Stars
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Error-Level-Controlled Synthetic Forecasts for Renewable Generation

Renewable energy resources, including solar and wind energy, play a significant role in sustainable energy systems. However, the inherent uncertainty and intermittency of renewable generation pose challenges to the safe and efficient operation of power systems. Recognizing the imp...

Zhang, X. et al National Renewable Energy Laboratory (NREL)

Jun 01, 2021
3 Resources
0 Stars
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Surface Meteorological Station PNNL Short Tower, Grass Valley Raw Data

**Overview** In support of the Wind Forecasting Improvement Project, Pacific Northwest National Laboratory (PNNL) deployed surface meteorological stations in Oregon. **Data Details** A PNNL computer is used as the base station to download the meteorological data acquired by th...

Morris, V. Wind Energy Technologies Office (WETO)

Sep 22, 2015
1 Resources
0 Stars
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Surface Meteorological Station PNNL Short Tower, Hood River Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Sep 21, 2015
1 Resources
0 Stars
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Surface Meteorological Station PNNL Short Tower, Rufus Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Sep 23, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL Short Tower, Umatilla Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Aug 31, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL Short Tower, Grass Valley Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 22, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL Short Tower, Hood River Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 21, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL Short Tower, Rufus Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 23, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL Short Tower, Umatilla Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Dec 14, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL 3m Tower, Physics site-7 Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
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Surface Meteorological Station PNNL 3m Tower, Physics site-8 Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL 3m Tower, Physics site-7 Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Feb 17, 2016
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL 3m Tower, Physics site-8 Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

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

WIND Toolkit Long-Term Ensemble Dataset

WIND Toolkit Long-term Ensemble Dataset (WTK-LED), an updated version of the meteorological WIND Toolkit, is a meteorological dataset providing high-resolution time series, including interannual variability and model uncertainty of wind speed at every modeling grid point to indica...

Wang, J. et al National Renewable Energy Laboratory (NREL)

Jan 24, 2024
3 Resources
1 Stars
In curation

National Transmission Planning Study Long-Term Modeling Results

The National Transmission Planning Study (NTP Study) analyzed the transformation needed to ensure the U.S. transmission system continues to reliably meet electricity demand as the power sector evolves. The study linked several long and short-term power systems models to test numer...

Brown, P. and Mai, T. National Renewable Energy Laboratory (NREL)

Sep 10, 2023
14 Resources
0 Stars
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TidGen: Permits for Installation of Single Turbine Test System, Cobscook Bay, Maine

This is a summary of permits required and obtained for installation, operation, removal of the TidGen Single Turbine Test system in Cobscook Bay, May in 2023. The Ocean Renewable Power Company (ORPC) worked with federal and state entities to gain required permits and approvals tha...

Sellers-Reynolds, K. Ocean Renewable Power Company

Feb 27, 2024
1 Resources
0 Stars
Publicly accessible

Greenbuilt Construction Energy Efficiency Retrofit House Demonstration Sacramento

One of the homes that was part of Sacramento Municipal Utility District's (SMUD) Energy Efficiency Retrofit Demonstration (EERD) project was a 1980's era home in Fair Oaks, California, referred to as the Greenbuilt house, as Greenbuilt Construction completed the retrofit of the h...

Sparn, B. et al Mountain Energy Partnership

Aug 27, 2018
8 Resources
0 Stars
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Brookfield Homes Passive House Performance Evaluation

TO4 3.1.3: Brookfield Homes Short-Term Results TO5 3.1.3: Brookfield Passive House Monitoring To further define its market position on high performance homebuilding, Brookfield worked with IBACOS and the Building America program to design and construct a Passive House (PH) certif...

Beach, R. et al Ibacos Innovation

Apr 27, 2016
4 Resources
0 Stars
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Long-run Marginal Emission Rates for Electricity Workbooks for 2021 Cambium Data

These workbooks contain modeled estimates of long-run marginal emission rates (LRMER) for the contiguous United States. The LRMER is an estimate of the rate of emissions that would be either induced or avoided by a long-term (i.e., more than several years) change in electrical dem...

Gagnon, . et al Grid Planning and Analysis Center

Jan 05, 2022
4 Resources
0 Stars
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Active Source Seismic (Ultrasonic) Data from Double-Direct Shear Lab Experiments

Active source ultrasonic data from lab experiments p5270 and p5271 including raw waveforms (WF) and mechanical data (mat). From the PSU team working on the "Machine Learning Approaches to Predicting Induced Seismicity and Imaging Geothermal Reservoir Properties" project. The fric...

Marone, C. Pennsylvania State University

May 05, 2021
1 Resources
0 Stars
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GOOML Big Kahuna Forecast Modeling and Genetic Optimization Files

This submission includes example files associated with the Geothermal Operational Optimization using Machine Learning (GOOML) Big Kahuna fictional power plant, which uses synthetic data to model a fictional power plant. A forecast was produced using the GOOML data model framework ...

Buster, G. et al Upflow

Jun 30, 2021
11 Resources
0 Stars
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Raft River Geothermal Area Logical and Fact Data Models

This submission includes fact and logical data models for geothermal data concerning wells, fields, power plants and related analyses at Raft River, ID. The fact model is available in VizioModeler (native), html, UML, ORM-Specific, pdf, and as an XML Spy Project. An entity-relatio...

Cuyler, D. Sandia National Laboratories

Jul 19, 2012
7 Resources
0 Stars
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BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

CloudCV 10-Second Sky Images and Irradiance Dataset

Error-Level-Controlled Synthetic Forecasts for Renewable Generation

Surface Meteorological Station PNNL Short Tower, Grass Valley Raw Data

Surface Meteorological Station PNNL Short Tower, Hood River Raw Data

Surface Meteorological Station PNNL Short Tower, Rufus Raw Data

Surface Meteorological Station PNNL Short Tower, Umatilla Raw Data

Surface Meteorological Station PNNL Short Tower, Grass Valley Reviewed Data

Surface Meteorological Station PNNL Short Tower, Hood River Reviewed Data

Surface Meteorological Station PNNL Short Tower, Rufus Reviewed Data

Surface Meteorological Station PNNL Short Tower, Umatilla Reviewed Data

Surface Meteorological Station PNNL 3m Tower, Physics site-7 Raw Data

Surface Meteorological Station PNNL 3m Tower, Physics site-8 Raw Data

Surface Meteorological Station PNNL 3m Tower, Physics site-7 Reviewed Data

Surface Meteorological Station PNNL 3m Tower, Physics site-8 Reviewed Data

Solar Row Zero Energy Townhomes Boulder, CO

WIND Toolkit Long-Term Ensemble Dataset

National Transmission Planning Study Long-Term Modeling Results

TidGen: Permits for Installation of Single Turbine Test System, Cobscook Bay, Maine

Greenbuilt Construction Energy Efficiency Retrofit House Demonstration Sacramento

Brookfield Homes Passive House Performance Evaluation

Long-run Marginal Emission Rates for Electricity Workbooks for 2021 Cambium Data

Active Source Seismic (Ultrasonic) Data from Double-Direct Shear Lab Experiments

GOOML Big Kahuna Forecast Modeling and Genetic Optimization Files

Raft River Geothermal Area Logical and Fact Data Models