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Automated Fish Detection and Wildlife Tracking for Marine Energy Applications: Final Report and Review
This submission contains two technical resources produced for the U.S. Department of Energy Water Power Technologies Office (WPTO) that evaluate and advance automated methods for underwater wildlife detection, tracking, and monitoring around marine energy systems. The project anal...
Slater, W. et al Booz Allen Hamilton Inc.
Dec 08, 2025
2 Resources
0 Stars
Curated
2 Resources
0 Stars
Curated
Fish Detection AI, Optic and Sonar-trained Object Detection 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 ...
Slater, K. et al Water Power Technology Office
Jun 25, 2014
12 Resources
0 Stars
Curated
12 Resources
0 Stars
Curated
RANS Simulation VBM of Single Full Scale DOE RM1 MHK Turbine
Attached are the .cas and .dat files along with the required User Defined Functions (UDFs) and look-up table of lift and drag coefficients for Reynolds Averaged Navier-Stokes (RANS) simulation of a single full scale DOE RM1 turbine implemented in ANSYS FLUENT CFD-package.
In this...
Javaherchi, T. and Aliseda, A. University of Washington
Apr 10, 2013
8 Resources
0 Stars
Publicly accessible
8 Resources
0 Stars
Publicly accessible
RANS Simulation VBM of Single Lab Scaled DOE RM1 MHK Turbine
Attached are the .cas and .dat files for the Reynolds Averaged Navier-Stokes (RANS) simulation of a single lab-scaled DOE RM1 turbine implemented in ANSYS FLUENT CFD-package.
The lab-scaled DOE RM1 is a re-design geometry, based of the full scale DOE RM1 design, producing same po...
Javaherchi, T. et al University of Washington (NNMREC)
Apr 15, 2014
8 Resources
0 Stars
Publicly accessible
8 Resources
0 Stars
Publicly accessible
RANS Simulation VBM of Array of Three Coaxial Lab Scaled DOE RM1 MHK Turbine with 5D Spacing
Attached are the .cas and .dat files along with the required User Defined Functions (UDFs) and look-up table of lift and drag coefficients for the Reynolds Averaged Navier-Stokes (RANS) simulation of three coaxially located lab-scaled DOE RM1 turbine implemented in ANSYS FLUENT CF...
Javaherchi, T. University of Washington
Jun 08, 2016
9 Resources
0 Stars
Publicly accessible
9 Resources
0 Stars
Publicly accessible
HERO WEC V1.0 WEC-Sim Model
This zip file contains the files that are needed to simulate NREL's HERO WEC (hydraulic and electric reverse osmosis wave energy converter). This requires the user to have already installed WEC-Sim. In addition to the standard toolboxes that are required to run WEC-Sim the user wi...
Jenne, S. National Renewable Energy Laboratory
Aug 12, 2022
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
TEAMER: Numerical Modeling, Analysis, and Optimization of Oscillo-Drive Wave Energy Converter
A numerical modeling and optimization framework has been developed for the Oscillo-Drive Wave Energy Converter (WEC) being developed by Wave Water Works LLC, with technical assistance from Florida Atlantic University under the DOE TEAMER program. The primary objective was to estab...
Dhanak, M. et al Wave Water Works LLC / Florida Atlantic University
Aug 20, 2026
1 Resources
0 Stars
Curated
1 Resources
0 Stars
Curated
TEAMER RFTS2 ROOWaC Project Data
The submitted data were created as part of the TEAMER RFTS2 project entitled "ROOWaC". These data resulted from WEC-Sim based numerical simulations and a "READ ME" file contains a summary of the variables collected from each numerical simulation. Also, summary information can be f...
Florida Atlantic University
Jan 08, 2026
0 Resources
0 Stars
In progress
0 Resources
0 Stars
In progress
HERO WEC V1 Upgrades SolidWorks Models (WEC, RO System, and Submersible Pump Housing)
The attached zip files include SolidWorks pack-and-go assemblies of NREL's HERO WEC (hydraulic and electric reverse osmosis wave energy converter), the reverse osmosis (RO) assembly, and the submersible pump assembly that is used to provide flow to the RO assembly in the electric ...
Jenne, S. and Panzarella, J. National Renewable Energy Laboratory
Jan 08, 2024
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
Investigating the role of LASER Surface Processing on Labscale Corrosion in AA6061 Summary Presentation of Results
This PDF file contains a slide deck of results from our DOE sapling project titled 'Surface Modification of Alloys for Low-cost Corrosion Protection in Marine Environment'. The results summarized here focus on a comparison of corrosion properties between Laser surface processed (L...
Niverty, S. et al Pacific Northwest National Laboratory
Sep 24, 2026
1 Resources
0 Stars
Awaiting curation
1 Resources
0 Stars
Awaiting curation
TEAMER: Heterogeneous Wave Energy Converter Test Data
This dataset was generated during the Heterogeneous Wave Energy Converter (HetWECs) experimental campaign conducted at the O.H. Hinsdale Direction Wave Basin at Oregon State University. Experiments include system identification, hydrodynamics, and power take-off (PTO) tests. The ...
Vitale, O. et al Cornell University
Jun 27, 2025
5 Resources
0 Stars
Curated
5 Resources
0 Stars
Curated
TEAMER: Numerical Analysis of a Novel Nearshore at-surface WEC
This dataset comprises of raw numerical simulation data conducted on a novel nearshore at-surface wave energy converter (WEC). The testing aimed and was intended to provide a calibration then optimization regime through numerical analysis.
This project is part of the TEAMER RFTS ...
Villarreal, A. et al Laminar Scientific Inc.
Jan 15, 2024
1 Resources
0 Stars
Curated
1 Resources
0 Stars
Curated
RANS Simulation RRF of Single Full Scale DOE RM1 MHK Turbine
Attached are the .cas and .dat files for the Reynolds Averaged Navier-Stokes (RANS) simulation of a single full scale DOE RM1 turbine implemented in ANSYS FLUENT CFD-package.
In this case study taking advantage of the symmetry of the DOE RM1 geometry, only half of the geometry i...
Javaherchi, T. et al University of Washington
Apr 10, 2013
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
HERO WEC V1.0 SolidWorks Model
The attached zip file includes a SolidWorks pack-and-go assembly of NREL's HERO WEC (hydraulic and electric reverse osmosis wave energy converter) V1.0. This model does not include all aspects of the design (i.e. RO (reverse osmosis) system, electrical enclosure, hose, cable) it o...
Jenne, S. National Renewable Energy Laboratory
Aug 12, 2022
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
LCOE Content Model for the Heaving Point Absorber Buoy
This is the LCOE analysis spreadsheet and content model for the heaving point absorber buoy developed for controls purposes. The cost assessment was done on a wave-farm of 100-units.
Previsic, M. and Karthikeyan, A. Re Vision Consulting
Jul 14, 2017
3 Resources
0 Stars
Publicly accessible
3 Resources
0 Stars
Publicly accessible
Numerical Analysis of Two-Body Floating Attenuator WEC (Waveberg)
This TEAMER RFTS 9 award was used to develop a numerical model of the Waveberg floating attenuator wave energy converter (WEC) using the Wave Energy Converter-Simulator (WEC-Sim). The Waveberg is designed to generate power in the smaller waves (for wave heights of 1 2 meters) pred...
Wegener, P. DBA Waveberg Development
Mar 26, 2025
16 Resources
0 Stars
In curation
16 Resources
0 Stars
In curation
TEAMER: Original HANNA Mono-Radial Turbine Post Access Report
Final report on a TEAMER RFTS 2 (request for technical support) study undertaken by Alden Research Laboratory for the Mono-radial turbine invented by John Clark Hanna DBA: Hanna Wave Energy Primary Drives. The study is a predictive numerical and CFD (computational fluid dynamics) ...
Hanna, J. Hanna Wave Energy Primary Drives
Mar 10, 2022
1 Resources
0 Stars
Publicly accessible
1 Resources
0 Stars
Publicly accessible
Underwater LoRa Radio Testing
This data set contains results from laboratory testing of LoRa radios in submerged environments. For these tests LoRa radios were enclosed in submersible polycarbonate enclosures then immersed in water of varying salinity levels. Data packets were transmitted between two radios, a...
Candon, C. National Laboratory of the Rockies
Sep 02, 2026
1 Resources
0 Stars
Awaiting curation
1 Resources
0 Stars
Awaiting curation
HERO WEC V1 Upgrade 2023 Laboratory Testing (Raw Data)
This submission contains the original, unprocessed data from the 2023 Large Amplitude Motion Platform (LAMP) testing of NREL's Hydraulic and Electric Reverse Osmosis Wave Energy Converter (HERO WEC). This data serves as a companion to MHKDR #520.
Data was collected using NREL's Mo...
Jenne, S. et al National Renewable Energy Laboratory
Jan 01, 2024
6 Resources
0 Stars
Publicly accessible
6 Resources
0 Stars
Publicly accessible
RANS Simulation RRF of Single Lab-Scaled DOE RM1 MHK Turbine
Attached are the .cas and .dat files for the Reynolds Averaged Navier-Stokes (RANS) simulation of a single lab-scaled DOE RM1 turbine implemented in ANSYS FLUENT CFD-package.
The lab-scaled DOE RM1 is a re-design geometry, based of the full scale DOE RM1 design, producing same p...
Javaherchi, T. et al University of Washington
Apr 15, 2014
3 Resources
0 Stars
Publicly accessible
3 Resources
0 Stars
Publicly accessible
TEAMER: Additional Degree of Freedom for WEC Model
'Additional Degree of Freedom for WEC' WEC-Sim numerical model from RFTS 1 (request for technical support) TEAMER project. An increase in wave energy converter (WEC) efficiency requires not only consideration of the nonlinear effects in the WEC dynamics and the power take-off (PTO...
McCall, A. et al Dehlsen Associates, LLC
May 26, 2022
3 Resources
0 Stars
Curated
3 Resources
0 Stars
Curated
The PNNL-TUNAMELT Dataset for Automated Detection Around Marine Energy Devices
This labeled dataset contains 107,451 acoustic camera video frames capturing marine life interactions around an underwater tidal turbine. Each frame is annotated with bounding boxes identifying marine life objects as labeled by a fish biologist. Created to support research into au...
Nowak, T. et al Pacific Northwest National Laboratory
Jun 01, 2025
4 Resources
1 Stars
Curated
4 Resources
1 Stars
Curated
Wave Carpet Controls Design Optimization
To assess CalWave's submerged Wave Carpet Technology for system performance advancement,
CalWave seeks to test advanced controls methodologies on a simplified wave carpet model, which
potentially can be used in further research to leverage the design to a full wave carpet assessme...
Previsic, M. and Karthikeyan, A. Re Vision Consulting
Aug 26, 2020
1 Resources
0 Stars
Awaiting release
1 Resources
0 Stars
Awaiting release
HERO WEC V1 Upgrade 2023 Laboratory Testing (processed data)
The following submission includes processed laboratory data from NREL's Hydraulic and Electric Reverse Osmosis Wave Energy Converter (HERO WEC), in the form of MATLAB workspaces. This dataset was created using NREL's Large Amplitude Motion Platform (LAMP) and collected between Aug...
Panzarella, J. et al National Renewable Energy Laboratory
Jan 01, 2024
12 Resources
0 Stars
Publicly accessible
12 Resources
0 Stars
Publicly accessible
TEAMER: Integral Guam Wave Resource Assessment
The data package submitted supports a pre-feasibility wave energy resource assessment for Guam and includes all spatial, modeling, and processing products generated under the TEAMER Post-Access study. The submission consists of a complete GIS dataset compiled during the desktop st...
Staby, B. and Flanary, C. Integral Consulting Inc.
Mar 17, 2026
2 Resources
0 Stars
Curated
2 Resources
0 Stars
Curated