A review of wave energy technology from a research and commercial perspective

B Guo, JV Ringwood - IET Renewable Power Generation, 2021 - Wiley Online Library
Although wave energy prototypes have been proposed for more than 100 years, they have
still not reached full commercialisation. The reasons for this are varied, but include the …

[HTML][HTML] A review of point absorber wave energy converters

B Guo, T Wang, S **, S Duan, K Yang… - Journal of Marine Science …, 2022 - mdpi.com
There are more than thousands of concepts for harvesting wave energy, and wave energy
converters (WECs) are diverse in operating principles, design geometries and deployment …

[HTML][HTML] A review of machine learning and deep learning applications in wave energy forecasting and WEC optimization

A Shadmani, MR Nikoo, AH Gandomi, RQ Wang… - Energy Strategy …, 2023 - Elsevier
Ocean energy technologies are in their developmental stages, like other renewable energy
sources. To be useable in the energy market, most components of wave energy devices …

Micromixers—a review

NT Nguyen, Z Wu - Journal of micromechanics and …, 2004 - iopscience.iop.org
This review reports the progress on the recent development of micromixers. The review first
presents the different micromixer types and designs. Micromixers in this review are …

[HTML][HTML] Machine learning in sustainable ship design and operation: A review

L Huang, B Pena, Y Liu, E Anderlini - Ocean Engineering, 2022 - Elsevier
The ship** industry faces a large challenge as it needs to significantly lower the amounts
of Green House Gas emissions. Traditionally, reducing the fuel consumption for ships has …

Data-driven control of a pendulum wave energy converter: A gaussian process regression approach

DG Gioia, E Pasta, P Brandimarte, G Mattiazzo - Ocean Engineering, 2022 - Elsevier
The energy coming from the motion of the waves of seas and oceans could be an important
component in the solution of the energy problem related to the pursuit of alternatives to fossil …

Optimization of the electricity generation of a wave energy converter using deep reinforcement learning

S Zou, X Zhou, I Khan, WW Weaver, S Rahman - Ocean Engineering, 2022 - Elsevier
Ocean wave energy is one of the sustainable energy sources which continues to attract
increasing research interests. Traditionally, the model-based controls of Wave Energy …

[HTML][HTML] Towards data-driven and data-based control of wave energy systems: Classification, overview, and critical assessment

E Pasta, N Faedo, G Mattiazzo, JV Ringwood - Renewable and Sustainable …, 2023 - Elsevier
Currently, a significant effort in the world research panorama is focused on finding efficient
solutions to a carbon-free energy supply, wave energy being one of the most promising …

[HTML][HTML] Development of a soft actor critic deep reinforcement learning approach for harnessing energy flexibility in a large office building

A Kathirgamanathan, E Mangina, DP Finn - Energy and AI, 2021 - Elsevier
This research is concerned with the novel application and investigation of 'Soft Actor
Critic'based deep reinforcement learning to control the cooling setpoint (and hence cooling …

Virtual sensoring of motion using Pontryagin's treatment of Hamiltonian systems

T Sands - Sensors, 2021 - mdpi.com
To aid the development of future unmanned naval vessels, this manuscript investigates
algorithm options for combining physical (noisy) sensors and computational models to …