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Machine Learning-Assisted High-Temperature Reservoir Thermal Energy Storage Optimization: Numerical Modeling and Machine Learning Input and Output Files

This data set includes the numerical modeling input files and output files used to synthesize data, and the reduced-order machine learning models trained from the synthesized data for reservoir thermal energy storage site identification. In this study, a machine-learning-assiste...

Jin, W. et al Idaho National Laboratory

Apr 15, 2022
4 Resources
0 Stars
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ALFA Biological Monitoring NNMREC South Energy Test Site, Offshore of Newport, OR

Acoustic Pilot surface survey at the South Energy Test Center at Newport (Oregon). Data collected with a SIMRAD EK-60 echosounder using four frequencies (38, 70, 120 and 200 kHz).

Horne, J. Northwest National Marine Renewable Energy Center

Oct 08, 2015
1 Resources
0 Stars
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ALFA Non-linear Ocean Waves and PTO Control Strategy

Data from Advanced Laboratory and Field Arrays (ALFA) Non-linear Ocean Waves and Power Take-Off (PTO). Control Strategy project conducted at the O.H. Hinsdale Wave Research Laboratory (HWRL) at Oregon State University in 2019/2020. Contains two zip files (ALFANL.zip, ALFANL2.zip)...

Bosma, B. et al Pacific Marine Energy Center (PMEC)

Oct 28, 2019
9 Resources
0 Stars
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AeroDyn V15.04: Design Tool for Wind and MHK Turbines

AeroDyn is a time-domain wind and MHK turbine aerodynamics module that can be coupled into the FAST version 8 multi-physics engineering tool to enable aero-elastic simulation of horizontal-axis wind turbines. AeroDyn V15.04 has been updated to include a cavitation check for MHK tu...

Murray, R. et al National Renewable Energy Laboratory

Apr 28, 2017
1 Resources
0 Stars
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TEAMER AquaHarmonics High Fidelity WEC Sim PTO and Control Model Validation

Collaborative effort between AquaHarmonics, Sandia National Laboratories (SNL), and the National Renewable Energy Laboratory (NREL) to revise and validate Aquaharmonics' full wave to wire model, allowing for reduced uncertainty and increased understanding of design requirements of...

Tom, N. and Leon, J. AquaHarmonics, Inc.

Dec 31, 2021
5 Resources
0 Stars
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NWEI Azura January 2016 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navy's Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawai'i (MCBH) on the windward (northeast) coast of the island of Oahu, HI. See general documentation describing s...

Lettenmaier, T. Northwest Energy Innovations

Jan 01, 2016
9 Resources
0 Stars
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Energy Appliance Data Water Heaters

[Air-Conditioning, Heating, and Refrigeration Institute (AHRI)]: http://www.ahridirectory.org/ahridirectory/pages/home.aspx The [Air-Conditioning, Heating, and Refrigeration Institute (AHRI)][] maintains data on the energy use and efficiency of water heaters for its members. The ...

Wong, T. and Www.ftc.gov, E. National Renewable Energy Laboratory

Jul 29, 2014
3 Resources
0 Stars
In curation

Ocean Thermal Energy Conversion (OTEC) Grid points with annual averages (HYCOM+NCODA)

This point shapefile contains the HYCOM+NCODA point locations used in the report. These grid points contain the annual average attribute values for ocean thermal energy conversion used in the report and analysis. Please see the full report for details on the data (chapter 2) and ...

Langle, N. and Laboratory, N. National Renewable Energy Laboratory

Nov 25, 2014
2 Resources
0 Stars
In curation

NWEI Azura December 2015 Data

Lettenmaier, T. Northwest Energy Innovations

Feb 21, 2016
8 Resources
0 Stars
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NWEI Azura February 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Mar 07, 2016
8 Resources
0 Stars
Publicly accessible

NWEI Azura May 2016 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navy's Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawaii (MCBH) on the windward (northeast) coast of the island of Oahu, HI. See general documentation describing sp...

Lettenmaier, T. Northwest Energy Innovations

Jun 07, 2016
8 Resources
0 Stars
Publicly accessible

NWEI Azura March 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Mar 31, 2016
8 Resources
0 Stars
Publicly accessible

NWEI Azura June 2016 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navys Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawaii (MCBH) on the windward (northeast) coast of the island of Oahu, HI. See general documentation describing spe...

Lettenmaier, T. Northwest Energy Innovations

Aug 31, 2016
8 Resources
0 Stars
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NWEI Azura August 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Oct 14, 2016
8 Resources
0 Stars
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NWEI Azura September 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Oct 15, 2016
8 Resources
0 Stars
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NWEI Azura November 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Dec 07, 2016
8 Resources
0 Stars
Publicly accessible

Multifamily Programmable Thermostat Data

This data set, compiled by the Fraunhofer Center for Sustainable Energy Systems, includes long-term 10-minute temperature and relative humidity data, and HVAC system state data for 79 apartments in a low-income housing complex in Revere, MA. The monitoring period spans two winters...

Urban, B. et al Fraunhofer USA

Jul 27, 2015
2 Resources
0 Stars
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NWEI Azura July 2015 Data

Lettenmaier, T. Northwest Energy Innovations

Dec 14, 2015
8 Resources
0 Stars
Publicly accessible

NWEI Azura Sept 2015 Data

Lettenmaier, T. Northwest Energy Innovations

Dec 14, 2015
8 Resources
0 Stars
Publicly accessible

Greenbelt Homes Pilot Program: Summary of Building Envelope Retrofits, Planned HVAC Equipment Upgrades, and Energy Savings

In fall 2010, Greenbelt Homes, Inc. (GHI) a 1,566-home cooperative of circa 1930-1940 homes in Greenbelt, Maryland, undertook a multiyear pilot energy efficiency retrofit project. GHI established this pilot project as a basis for decision making for the rollout of a decade-long co...

Mallay, D. et al Home Innovation Research Labs National Association of Home Builders

Jul 21, 2016
4 Resources
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Utah FORGE Telluric Monitoring Experiment Transfer Functions

The Utah Frontier Observatory for Research in Geothermal Energy (FORGE) attempted a stimulation at well 16A(78)-32 during April and May 2022. We recorded telluric and magnetotelluric (MT) data before, during, and after the well stimulation experiment using the FORGE Telluric Monit...

Mendoza, K. and Wannamaker, P. Energy and Geoscience Institute at the University of Utah

May 27, 2022
1 Resources
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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
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Experimental Testing of a Floating Oscillating Surge Wave Energy Converter at Hinsdale Wave Research Laboratory

In order to generate a public data set that can be used to validate Wave Energy Converter (WEC) numerical codes, such as WEC-Sim, Sandia National Laboratories led an experimental testing campaign of a 1:33 scale Floating Oscillating Surge Wave Energy Converter (FOSWEC) in the Dire...

Ruehl, K. et al Sandia National Laboratories

Jun 15, 2016
3 Resources
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Focusing Wave Energy for Wave Energy Converter Applications

Wave tank tests at Stevens Institute of Technology quantified the ability of near-surface platforms to concentrate wave energy over the platform. Due to the instantaneous change in water depth, mass, energy, and power are conserved in this process. The energy and power concentrat...

Raftery, M. Martin and Ottaway

Aug 10, 2010
7 Resources
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NWEI Azura February 2018 Data

Lettenmaier, T. Northwest Energy Innovations

May 11, 2018
5 Resources
0 Stars
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Machine Learning-Assisted High-Temperature Reservoir Thermal Energy Storage Optimization: Numerical Modeling and Machine Learning Input and Output Files

ALFA Biological Monitoring NNMREC South Energy Test Site, Offshore of Newport, OR

ALFA Non-linear Ocean Waves and PTO Control Strategy

AeroDyn V15.04: Design Tool for Wind and MHK Turbines

TEAMER AquaHarmonics High Fidelity WEC Sim PTO and Control Model Validation

NWEI Azura January 2016 Data

Energy Appliance Data Water Heaters

Ocean Thermal Energy Conversion (OTEC) Grid points with annual averages (HYCOM+NCODA)

NWEI Azura December 2015 Data

NWEI Azura February 2016 Data

NWEI Azura May 2016 Data

NWEI Azura March 2016 Data

NWEI Azura June 2016 Data

NWEI Azura August 2016 Data

NWEI Azura September 2016 Data

NWEI Azura November 2016 Data

Multifamily Programmable Thermostat Data

NWEI Azura July 2015 Data

NWEI Azura Sept 2015 Data

Greenbelt Homes Pilot Program: Summary of Building Envelope Retrofits, Planned HVAC Equipment Upgrades, and Energy Savings

Utah FORGE Telluric Monitoring Experiment Transfer Functions

Curated Test Fault Data Set

Experimental Testing of a Floating Oscillating Surge Wave Energy Converter at Hinsdale Wave Research Laboratory

Focusing Wave Energy for Wave Energy Converter Applications

NWEI Azura February 2018 Data