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Article

Wave Energy Conversion to Decarbonize Offshore Aquaculture: Multi-Level Techno-Economic Analysis for a Case Study in Peniche, Portugal

by
Maïlys Bertrand
1,
Gianmaria Giannini
2,3,
Ajab Gul Majidi
2,4,
Cassandre Senocq
1,
Paulo Rosa-Santos
2,4 and
Daniel Clemente
2,4,*
1
Engineering School SeaTech, University of Toulon, Avenue de l’Université, 83130 La Garde, France
2
Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), Leixões Cruise Terminal, Av. General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
3
Marine Offshore Renewable Energy Lab (MOREnergy Lab), Department of Mechanical and Aerospace Engineering (DIMEAS), Politecnico di Torino, Via Duca Degli Abbruzzi, 24, 10129 Turin, Italy
4
Department of Civil Engineering and Georresources, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal
*
Author to whom correspondence should be addressed.
Energies 2025, 18(22), 5934; https://doi.org/10.3390/en18225934
Submission received: 10 October 2025 / Revised: 31 October 2025 / Accepted: 5 November 2025 / Published: 11 November 2025

Abstract

By 2050, global population growth will lead to a significant increase in demand for animal-based products, including seafood. Aquaculture is a key solution to meet these needs while reducing pressure on wild aquatic stocks. However, its environmental footprint and energy demand remain open concerns. This study explores the co-location of offshore aquaculture with a wave energy converter—WaveRoller—as a renewable power source. Using a 44-year dataset from the Portuguese coast near Peniche, the analysis evaluates the survivability and operation of the WaveRoller, long-term percentile trends, seasonal energy production, extrapolated extreme events using probabilistic modeling, and confidence intervals for energy costs. A scenario-based range of energy demand is constructed from a baseline blue mussel production of over 400 tons/yr. The K-Means clustering method is applied to reduce data size while maintaining its representativeness. Results show that a 600 kW WaveRoller is similarly suited to operational wave conditions compared to a 1000 kW device, though it excels when aquaculture energy demand peaks in Summertime. The probability that a single WaveRoller fails to meet annual aquaculture energy needs is nearly zero, though, during Summer, it can become statistically significant. The opposite is verified on survivability during Winter, under harsher wave conditions. The Levelized Cost of Energy is calculated for different expenditure scenarios, with minimum values slightly under 200 EUR/MWh being reported only under ideal conditions. Future work should include climate change scenarios and life cycle assessments to better evaluate environmental impacts and techno-economic viability.
Keywords: offshore mussel aquaculture; marine renewable energy; oscillating wave surge converter; extreme value analysis; annual energy production; Levelized Cost of Energy; K-Means clustering offshore mussel aquaculture; marine renewable energy; oscillating wave surge converter; extreme value analysis; annual energy production; Levelized Cost of Energy; K-Means clustering

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MDPI and ACS Style

Bertrand, M.; Giannini, G.; Majidi, A.G.; Senocq, C.; Rosa-Santos, P.; Clemente, D. Wave Energy Conversion to Decarbonize Offshore Aquaculture: Multi-Level Techno-Economic Analysis for a Case Study in Peniche, Portugal. Energies 2025, 18, 5934. https://doi.org/10.3390/en18225934

AMA Style

Bertrand M, Giannini G, Majidi AG, Senocq C, Rosa-Santos P, Clemente D. Wave Energy Conversion to Decarbonize Offshore Aquaculture: Multi-Level Techno-Economic Analysis for a Case Study in Peniche, Portugal. Energies. 2025; 18(22):5934. https://doi.org/10.3390/en18225934

Chicago/Turabian Style

Bertrand, Maïlys, Gianmaria Giannini, Ajab Gul Majidi, Cassandre Senocq, Paulo Rosa-Santos, and Daniel Clemente. 2025. "Wave Energy Conversion to Decarbonize Offshore Aquaculture: Multi-Level Techno-Economic Analysis for a Case Study in Peniche, Portugal" Energies 18, no. 22: 5934. https://doi.org/10.3390/en18225934

APA Style

Bertrand, M., Giannini, G., Majidi, A. G., Senocq, C., Rosa-Santos, P., & Clemente, D. (2025). Wave Energy Conversion to Decarbonize Offshore Aquaculture: Multi-Level Techno-Economic Analysis for a Case Study in Peniche, Portugal. Energies, 18(22), 5934. https://doi.org/10.3390/en18225934

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