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TEAMER: Experimental Validation and Analysis of Deep Reinforcement Learning Control for Wave Energy Converters

Through this TEAMER project, Michigan Technological University (MTU) collaborated with Oregon State University (OSU) to test the performance of a Deep Reinforcement Learning (DRL) control in the wave tank. Unlike model-based controls, DRL control is model-free and can directly max...
Zou, S. et al Michigan Technological University
Mar 07, 2025
7 Resources
0 Stars
Curated

Power-Take Off Tank Testing Data from AOE Accumulated Ocean Energy WEC Testing 2025

This study focuses on power take-off (PTO) emulation using the Oregon State University (OSU) Lab Upgrade Point Absorber (LUPA) system as the experimental test bed. Testing included both random and structured wave forms as well as varying PTO parameters including stroke length, dia...
Lee, B. and Bosma, B. Accumulated Ocean Energy (AOE)
Mar 18, 2025
3 Resources
0 Stars
Curated

Laboratory Upgrade Point Absorber WEC-Sim Model with MoorDyn Moorings

This dataset includes a WEC-Sim and MoorDyn model of the Laboratory Upgrade Point Absorber (LUPA). LUPA is an open-source wave energy converter designed and tested by Oregon State University. The files provided here constitute a stable LUPA configuration with three mooring lines. ...
Mcconnell, A. Oregon State University
Oct 08, 2024
2 Resources
0 Stars
Curated