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Long-term climate change effects on power performance of wave energy converters: A case study

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  • Mahmoodi, Kumars
  • Fard, Hossein Rezaie
  • Böling, Jari

Abstract

The power performance of wave energy converters (WECs) is directly related to the characteristics of ocean waves, which are influenced by climate change through variations in wave height, frequency, direction, and storm intensity. This study investigates the impacts of long-term sea state climate variability on the power performance of single-body heaving point absorber WEC arrays through a case study of four geographically diverse regions: the Western Tropical Pacific, Southwest Indian Ocean, North Pacific, and South Atlantic. The trends and evaluation of wave energy availability, along with the power absorption of four WEC array configurations across different temporal and spatial resolutions, are analyzed using the ERA5 European Centre for Medium-Range Weather Forecasts (ECMWF) historical hourly wave condition dataset from 1940 to 2023. The results highlight regional differences in the effects of climate change on wave energy potential and WEC power performance. Statistical methods, including the Mann–Kendall trend test, are employed to quantify trend magnitude and direction. Despite an overall increase in absorbed power due to climate-driven changes in wave patterns, observed trends in CWR and q-factor are not uniformly positive, highlighting the complex influence of wave-structure interactions and inconsistent wave climates. This analysis underscores the importance of understanding both spatial and temporal changes in wave conditions when optimizing WEC array layouts for sustained, efficient energy capture in a changing climate.

Suggested Citation

  • Mahmoodi, Kumars & Fard, Hossein Rezaie & Böling, Jari, 2025. "Long-term climate change effects on power performance of wave energy converters: A case study," Energy, Elsevier, vol. 326(C).
  • Handle: RePEc:eee:energy:v:326:y:2025:i:c:s0360544225017438
    DOI: 10.1016/j.energy.2025.136101
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    1. Lavidas, George & Blok, Kornelis, 2021. "Shifting wave energy perceptions: The case for wave energy converter (WEC) feasibility at milder resources," Renewable Energy, Elsevier, vol. 170(C), pages 1143-1155.
    2. Ermakov, Andrei M. & Ali, Zain Anwar & Mahmoodi, Kumars & Mason, Oliver & Ringwood, John V., 2025. "Optimisation of heterogeneous wave energy converter arrays: A control co-design strategy," Renewable Energy, Elsevier, vol. 244(C).
    3. Arguilé-Pérez, B. & Ribeiro, A.S. & Costoya, X. & deCastro, M. & Gómez-Gesteira, M., 2023. "Suitability of wave energy converters in northwestern Spain under the near future winter wave climate," Energy, Elsevier, vol. 278(PB).
    4. Mahmoodi, Kumars & Razminia, Abolhassan & Ghassemi, Hassan, 2021. "Optimal control of wave energy converters with non-integer order performance indices: A dynamic programming approach," Renewable Energy, Elsevier, vol. 177(C), pages 1212-1233.
    5. Borja G. Reguero & Iñigo J. Losada & Fernando J. Méndez, 2019. "A recent increase in global wave power as a consequence of oceanic warming," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
    6. Mahmoodi, Kumars & Ghassemi, Hassan & Razminia, Abolhassan, 2020. "Performance assessment of a two-body wave energy converter based on the Persian Gulf wave climate," Renewable Energy, Elsevier, vol. 159(C), pages 519-537.
    7. Mahmoodi, Kumars & Ghassemi, Hassan & Razminia, Abolhassan, 2019. "Temporal and spatial characteristics of wave energy in the Persian Gulf based on the ERA5 reanalysis dataset," Energy, Elsevier, vol. 187(C).
    8. Wu, Han & Liang, Yan & Gao, Xiao-Zhi, 2023. "Left-right brain interaction inspired bionic deep network for forecasting significant wave height," Energy, Elsevier, vol. 278(PB).
    9. Daniel Clemente & Felipe Teixeira-Duarte & Paulo Rosa-Santos & Francisco Taveira-Pinto, 2023. "Advancements on Optimization Algorithms Applied to Wave Energy Assessment: An Overview on Wave Climate and Energy Resource," Energies, MDPI, vol. 16(12), pages 1-28, June.
    10. Olabi, A.G. & Abdelkareem, Mohammad Ali, 2022. "Renewable energy and climate change," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    11. Xu, Jie & Li, Jiangxia & Pan, Shunqi & Yao, Yu & Chen, Long & Wu, Zhiyuan, 2024. "Assessment of wind and wave energy in China seas under climate change based on CMIP6 climate model," Energy, Elsevier, vol. 310(C).
    12. Pourali, Mahmoud & Kavianpour, Mohamad Reza & Kamranzad, Bahareh & Alizadeh, Mohamad Javad, 2023. "Future variability of wave energy in the Gulf of Oman using a high resolution CMIP6 climate model," Energy, Elsevier, vol. 262(PB).
    13. Xu, Xingkun & Sasmal, Kaushik & Wen, Yi & Xu, Haihua & Ma, Peifeng & Tkalich, Pavel & Lin, Pengzhi, 2024. "An integrated approach for the decision of wave energy converter deployment based on forty-five-years high-resolution wave climate modeling," Energy, Elsevier, vol. 305(C).
    14. Penalba, Markel & Giorgi, Giussepe & Ringwood, John V., 2017. "Mathematical modelling of wave energy converters: A review of nonlinear approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 1188-1207.
    15. Mahmoodi, Kumars & Nepomuceno, Erivelton & Razminia, Abolhassan, 2022. "Wave excitation force forecasting using neural networks," Energy, Elsevier, vol. 247(C).
    16. Ulazia, Alain & Saenz-Aguirre, Aitor & Ibarra-Berastegui, Gabriel & Sáenz, Jon & Carreno-Madinabeitia, Sheila & Esnaola, Ganix, 2023. "Performance variations of wave energy converters due to global long-term wave period change (1900–2010)," Energy, Elsevier, vol. 268(C).
    17. Reeve, D.E. & Chen, Y. & Pan, S. & Magar, V. & Simmonds, D.J. & Zacharioudaki, A., 2011. "An investigation of the impacts of climate change on wave energy generation: The Wave Hub, Cornwall, UK," Renewable Energy, Elsevier, vol. 36(9), pages 2404-2413.
    18. Penalba, Markel & Ulazia, Alain & Ibarra-Berastegui, Gabriel & Ringwood, John & Sáenz, Jon, 2018. "Wave energy resource variation off the west coast of Ireland and its impact on realistic wave energy converters’ power absorption," Applied Energy, Elsevier, vol. 224(C), pages 205-219.
    19. Sun, Peidong & Wang, Jichao, 2024. "Long-term variability analysis of wave energy resources and its impact on wave energy converters along the Chinese coastline," Energy, Elsevier, vol. 288(C).
    20. deCastro, M. & Rusu, L. & Arguilé-Pérez, B. & Ribeiro, A. & Costoya, X. & Carvalho, D. & Gómez-Gesteira, M., 2024. "Different approaches to analyze the impact of future climate change on the exploitation of wave energy," Renewable Energy, Elsevier, vol. 220(C).
    21. Liang, Hongjian & Qin, Hao & Su, Haowen & Wen, Zhixuan & Mu, Lin, 2024. "Environmental-Sensing and adaptive optimization of wave energy converter based on deep reinforcement learning and computational fluid dynamics," Energy, Elsevier, vol. 297(C).
    22. Neshat, Mehdi & Sergiienko, Nataliia Y. & Rafiee, Ashkan & Mirjalili, Seyedali & Gandomi, Amir H. & Boland, John, 2024. "MetaWave Learner: Predicting wave farms power output using effective meta-learner deep gradient boosting model: A case study from Australian coasts," Energy, Elsevier, vol. 304(C).
    23. Penalba, Markel & Ulazia, Alain & Saénz, Jon & Ringwood, John V., 2020. "Impact of long-term resource variations on wave energy Farms: The Icelandic case," Energy, Elsevier, vol. 192(C).
    24. Mark A. Hemer & Yalin Fan & Nobuhito Mori & Alvaro Semedo & Xiaolan L. Wang, 2013. "Projected changes in wave climate from a multi-model ensemble," Nature Climate Change, Nature, vol. 3(5), pages 471-476, May.
    25. Liu, Jin & Li, Rui & Li, Shuo & Meucci, Alberto & Young, Ian R., 2024. "Increasing wave power due to global climate change and intensification of Antarctic Oscillation," Applied Energy, Elsevier, vol. 358(C).
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