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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
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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
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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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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
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Surface Meteorological Station PNNL Short Tower, Umatilla 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)

Aug 31, 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, Grass Valley Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Sep 22, 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
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Surface Meteorological Station PNNL Short Tower, Grass Valley Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 22, 2015
1 Resources
0 Stars
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Surface Meteorological Station PNNL Short Tower, Rufus Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 23, 2015
1 Resources
0 Stars
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Surface Meteorological Station PNNL Short Tower, Umatilla Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Dec 14, 2015
1 Resources
0 Stars
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Surface Meteorological Station PNNL Short Tower, Hood River Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 21, 2015
1 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
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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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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 National Renewable Energy Laboratory

Jan 05, 2022
4 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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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
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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
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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-7 Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Feb 17, 2016
1 Resources
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WISE-CASING: Time Domain Reflectometry Data from Lab Experiment on Steel Pipe

The steel pipe experiment conducted in the lab was using 6 meter low-carbon steel pipe. We tested it with both dry and in-water condition. In the dry experimental setup, a coaxial cable acting as a return path in the air.

Wang, J. and Wu, Y. Lawrence Berkeley National Laboratory

Jul 23, 2019
9 Resources
0 Stars
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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
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Subsurface Characterization and Machine Learning Predictions at Brady Hot Springs

Subsurface data analysis, reservoir modeling, and machine learning (ML) techniques have been applied to the Brady Hot Springs (BHS) geothermal field in Nevada, USA to further characterize the subsurface and assist with optimizing reservoir management. Hundreds of reservoir simulat...

Beckers, K. et al National Renewable Energy Laboratory

Feb 18, 2021
1 Resources
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Life Cycle Water Consumption and Water Resource Assessment for Utility-Scale Geothermal Systems: An In-Depth Analysis of Historical and Forthcoming EGS Projects

This report is the third in a series of reports sponsored by the U.S. Department of Energy Geothermal Technologies Program in which a range of water-related issues surrounding geothermal power production are evaluated. The first report made an initial attempt at quantifying the li...

Schroeder, J. et al Argonne National Laboratory

Aug 31, 2013
11 Resources
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BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

Solar Row Zero Energy Townhomes Boulder, CO

CloudCV 10-Second Sky Images and Irradiance Dataset

Error-Level-Controlled Synthetic Forecasts for Renewable Generation

National Transmission Planning Study Long-Term Modeling Results

Surface Meteorological Station PNNL Short Tower, Umatilla Raw Data

Surface Meteorological Station PNNL Short Tower, Hood River Raw Data

Surface Meteorological Station PNNL Short Tower, Grass Valley Raw Data

Surface Meteorological Station PNNL Short Tower, Rufus Raw Data

Surface Meteorological Station PNNL Short Tower, Grass Valley Reviewed Data

Surface Meteorological Station PNNL Short Tower, Rufus Reviewed Data

Surface Meteorological Station PNNL Short Tower, Umatilla Reviewed Data

Surface Meteorological Station PNNL Short Tower, Hood River Reviewed Data

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

Greenbuilt Construction Energy Efficiency Retrofit House Demonstration Sacramento

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

Brookfield Homes Passive House Performance Evaluation

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

Raft River Geothermal Area Logical and Fact Data Models

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

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

WISE-CASING: Time Domain Reflectometry Data from Lab Experiment on Steel Pipe

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

Subsurface Characterization and Machine Learning Predictions at Brady Hot Springs

Life Cycle Water Consumption and Water Resource Assessment for Utility-Scale Geothermal Systems: An In-Depth Analysis of Historical and Forthcoming EGS Projects