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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

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

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station PNNL Short Tower, Grass Valley Raw Data

Morris, V. Wind Energy Technologies Office (WETO)

Sep 22, 2015
1 Resources
0 Stars
Publicly accessible

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

Fish Detection AI, sonar image-trained detection, counting, tracking models

The Fish Detection AI project aims to improve the efficiency of fish monitoring around marine energy facilities to comply with regulatory requirements. Despite advancements in computer vision, there is limited focus on sonar images, identifying small fish with unlabeled data, and ...

Gutstein, S. et al Water Power Technology Office

Aug 25, 2024
6 Resources
0 Stars
Publicly accessible

Electrification Futures Study Load Profiles

This data set includes hourly load profiles developed for the Electrification Futures Study (EFS). The load profiles represent projected end-use electricity demand for various scenarios of electrification (Reference, Medium, High) and technology advancement (Slow, Moderate, Rapid)...

Mai. . et al National Renewable Energy Laboratory

Jan 14, 2020
9 Resources
0 Stars
Publicly accessible

Underwater Target Detection Software Demonstration on the RivGen Turbine

This repository includes data, object detection models, and processing scripts necessary to evaluate the accuracy of the object detection models created for the underwater target detection software demonstration on the RivGen turbine project and to reproduce the performance metric...

Joslin, J. et al MarineSitu

Dec 17, 2024
2 Resources
0 Stars
Publicly accessible

Global CFDDA-based Onshore and Offshore Wind Potential Supply Curves by Country, Class, and Depth

This dataset contains global onshore and offshore wind supply curves based on a resource assessment performed at the National Renewable Energy Laboratory (NREL) based on the National Center for Atmospheric Research's (NCAR) Climate Four Dimensional Data Assimilation (CFDDA) mesosc...

Sullivan, P. et al National Renewable Energy Laboratory

Nov 25, 2014
2 Resources
1 Stars
Publicly accessible

Building Component Library

The Building Component Library (BCL) is the U.S. Department of Energy's comprehensive online searchable library of energy modeling building blocks and descriptive metadata. Novice users and seasoned practitioners can use the freely available and uniquely identifiable components to...

Long, N. and Fleming, K. National Renewable Energy Laboratory

Nov 25, 2014
1 Resources
0 Stars
Publicly accessible

Optimization of Marine Energy Conversion Systems Through Modeling, Optimization, and CHIL Validation

The work aims to achieve optimal tidal energy conversion through a comprehensive approach of modeling, optimization, and control hardware-in-the-loop (CHIL) validation. By developing accurate models and employing optimization techniques, it seeks to identify efficient system confi...

Luo, F. et al Stony Brook University

Jul 17, 2023
6 Resources
0 Stars
Publicly accessible

Solar-to-Grid Public Data File for Utility-scale (UPV) and Distributed Photovoltaics (DPV) Generation, Capacity Credit, and Value for 2012-2020

Lawrence Berkeley National Laboratory (Berkeley Lab) estimates hourly project-level generation data for utility-scale solar projects and hourly county-level generation data for residential and non-residential distributed photovoltaic (PV) systems in the seven organized wholesale m...

Seel, J. et al Lawrence Berkeley National Lab

Oct 01, 2021
4 Resources
1 Stars
Publicly accessible

Solar-to-Grid Public Data File for Utility-scale (UPV) and Distributed Photovoltaics (DPV) Generation, Capacity Credit, and Value

Seel, J. et al Lawrence Berkeley National Lab

Sep 30, 2020
5 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 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, 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 Short Tower, Hood River Reviewed Data

Berg, L. Wind Energy Technologies Office (WETO)

Sep 21, 2015
1 Resources
0 Stars
Publicly accessible

PacWave Site Observations

This data submission contains raw and near-real-time updated data from FLOATr (Fixed Location Ocean and Atmosphere Tracking) buoys and Sofar Spotter wave buoys at sites in the PacWave open-ocean testing facility operated by Oregon State University, located off the coast of Newport...

Hembrough, B. et al Oregon State University

Jan 01, 2020
4 Resources
0 Stars
Publicly accessible

Water DAMS Data Management and Best Practices for Submitters and Curators

Resources for Water DAMS data submitters and curators, including training videos, step-by-step guides on data submission, and detailed documentation of Water DAMS. The Data Management and Submission Best Practices document also contains API access and metadata schema information ...

Weers, J. et al National Renewable Energy Laboratory

Aug 01, 2020
3 Resources
0 Stars
Publicly accessible

ARPA-E Grid Optimization (GO) Competition Challenge 2

The ARPA-E Grid Optimization (GO) Competition Challenge 2, from 2020 to 2021, expanded upon the problem posed in Challenge 1 by adding adjustable transformer tap ratios, phase shifting transformers, switchable shunts, price-responsive demand, ramp rate constrained generators and l...

Elbert, S. et al Pacific Northwest National Laboratory

Sep 20, 2024
29 Resources
0 Stars
Publicly accessible

Development of Integrated Screening, Cultivar Optimization, and Verification Research (DISCOVR)

The objective of the DISCOVR consortia is to develop an integrated algae strain screening platform for the discovery of high-productivity and resilient strains of algae that can be cultivated outdoors year-round via crop rotation. The data includes annual weather data, algae culti...

Knoshaug, E. National Renewable Energy Laboratory (NREL)

Sep 01, 2016
12 Resources
0 Stars
Publicly accessible

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

Projecting California Light-Duty Vehicle Attributes (2019-2035): Appendix B

This data appendix contains supporting tables for the report titled "Projecting California Light-Duty Vehicle Attributes (2019-2035)". These tables contain data for the following projected vehicle attributes: acceleration, fuel economy, MSRP, vehicle range, and the number of vehic...

Ledna. . et al National Renewable Energy Laboratory

Sep 15, 2022
5 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

Renewable Electricity Procurement Options Data

The Procurement Analysis Tool (PAT) was developed at NREL to help organizations explore renewable energy options that align with their goals. Users input facility data and answer goal-oriented questions. PAT analyzes this information to identify potential wind, solar, or storage r...

Day, M. National Renewable Energy Laboratory

Nov 12, 2019
5 Resources
0 Stars
Publicly accessible

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H2@Scale Concept Hydrogen Demand and Resources

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

Surface Meteorological Station PNNL Short Tower, Grass Valley Raw Data

Surface Meteorological Station PNNL Short Tower, Rufus Raw Data

Fish Detection AI, sonar image-trained detection, counting, tracking models

Electrification Futures Study Load Profiles

Underwater Target Detection Software Demonstration on the RivGen Turbine

Global CFDDA-based Onshore and Offshore Wind Potential Supply Curves by Country, Class, and Depth

Building Component Library

Optimization of Marine Energy Conversion Systems Through Modeling, Optimization, and CHIL Validation

Solar-to-Grid Public Data File for Utility-scale (UPV) and Distributed Photovoltaics (DPV) Generation, Capacity Credit, and Value for 2012-2020

Solar-to-Grid Public Data File for Utility-scale (UPV) and Distributed Photovoltaics (DPV) Generation, Capacity Credit, and Value

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

PacWave Site Observations

Water DAMS Data Management and Best Practices for Submitters and Curators

ARPA-E Grid Optimization (GO) Competition Challenge 2

Development of Integrated Screening, Cultivar Optimization, and Verification Research (DISCOVR)

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

Projecting California Light-Duty Vehicle Attributes (2019-2035): Appendix B

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

Renewable Electricity Procurement Options Data