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Smart Wave Energy Conversion via Learning and Low-Cost Control

Objective

This project (SWELL) aims to pioneer the next generation of smart control technology for wave energy converters (WECs), addressing the urgent challenge of reducing their levelized cost of energy to attract investments in this promising renewable energy technology. Despite recent progress in WEC control, improvements in wave energy conversion remain limited due to the difficulties of handling accurate nonlinear models in the controller design. To overcome this, SWELL will develop the first data-driven model predictive controller (MPC) tailored to WECs, combining cutting-edge control methods, hydrodynamics, and machine learning. SWELL will deliver accurate and validated models capturing the ubiquitous nonlinear effects of WECs and exploit them in the design of an MPC that optimizes energy conversion. By integrating expertise from three world-class hosts, the unique nature of SWELL will enable efficient, fast, and practical control implementation with real-time capabilities and a low-cost design, supporting the pathway towards the effective commercialization of wave energy. This project comprises four scientific work packages, which accomplish: (i) accurate nonlinear hydrodynamic modeling of wave energy converters, (ii) efficient MPC design exploitating the explicit MPC paradigm enabled by convex relaxation techniques, (iii) experimental validation of the developed models and control, through the definition of a custom analog electronic circuit efficiently implementing the designed MPC, and (iv) release of open-source software implementing the developed methods. This fellowship will expand the career horizons of the fellow through a highly multidisciplinary plan, building upon and extending beyond his current competencies. The fellow is well-positioned to undertake this project, enabling him to develop innovative concepts based on his PhD research. The unprecedented nature of this action will launch the fellow on a trajectory to a productive scientific career.

Fields of science (EuroSciVoc)

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Keywords

Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)

Programme(s)

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

HORIZON-TMA-MSCA-PF-GF - HORIZON TMA MSCA Postdoctoral Fellowships - Global Fellowships

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Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

(opens in new window) HORIZON-MSCA-2025-PF

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Coordinator

POLITECNICO DI TORINO
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 332 913,72
Address
CORSO DUCA DEGLI ABRUZZI 24
10129 Torino
Italy

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Region
Nord-Ovest Piemonte Torino
Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

No data

Partners (2)

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