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A multi-objective maintenance strategy optimization framework for offshore wind farms considering uncertainty

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  1. Mingxin Li & James Carroll & Ahmad Sukri Ahmad & Nor Shahida Hasan & M. Zaid B. Zolkiffly & Gboyega Bishop Falope & Khalik Mohamad Sabil, 2023. "Potential of Offshore Wind Energy in Malaysia: An Investigation into Wind and Bathymetry Conditions and Site Selection," Energies, MDPI, vol. 17(1), pages 1-17, December.
  2. Li, Mingxin & Jiang, Xiaoli & Carroll, James & Negenborn, Rudy R., 2023. "A closed-loop maintenance strategy for offshore wind farms: Incorporating dynamic wind farm states and uncertainty-awareness in decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
  3. Agostinho Agra & Adelaide Cerveira, 2024. "Wind farm layout optimization under uncertainty," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 32(2), pages 202-223, July.
  4. Hongbin Zhu & Xiang Gao & Lei Zhao & Xiaoshun Zhang, 2023. "Decomposition-Based Multi-Classifier-Assisted Evolutionary Algorithm for Bi-Objective Optimal Wind Farm Energy Capture," Energies, MDPI, vol. 16(9), pages 1-22, April.
  5. Li, Mingxin & Jiang, Xiaoli & Carroll, James & Negenborn, Rudy R., 2024. "Operation and maintenance management for offshore wind farms integrating inventory control and health information," Renewable Energy, Elsevier, vol. 231(C).
  6. Hongyan Dui & Yulu Zhang & Yun-An Zhang, 2023. "Grouping Maintenance Policy for Improving Reliability of Wind Turbine Systems Considering Variable Cost," Mathematics, MDPI, vol. 11(8), pages 1-20, April.
  7. Si, Guojin & Xia, Tangbin & Wang, Dong & Gebraeel, Nagi & Pan, Ershun & Xi, Lifeng, 2025. "Maintenance scheduling and vessel routing for offshore wind farms with multiple ports considering day-ahead wind-wave predictions," Applied Energy, Elsevier, vol. 379(C).
  8. Sun, Zhen & You, Xianhui, 2024. "Life cycle carbon footprint accounting of an offshore wind farm in Southeast China—Simplified models and carbon benchmarks for typhoons," Applied Energy, Elsevier, vol. 355(C).
  9. Centeno-Telleria, Manu & Yue, Hong & Carrol, James & Penalba, Markel & Aizpurua, Jose I., 2025. "Assessing heavy maintenance alternatives for floating offshore wind farms: Towing vs. onsite replacement strategies," Applied Energy, Elsevier, vol. 377(PB).
  10. Cong Peng & Wei Shangguan & Baigen Cai & Bin Chen, 2024. "Multi-objective optimal maintenance strategy considering imperfect preventive maintenance: A case study on railway VOBC," Journal of Risk and Reliability, , vol. 238(4), pages 740-753, August.
  11. Tom Savage & Antonio del Rio Chanona & Gbemi Oluleye, 2023. "Robust Market Potential Assessment: Designing optimal policies for low-carbon technology adoption in an increasingly uncertain world," Papers 2304.10203, arXiv.org.
  12. Lee, Namkyoung & Lee, Hyuntae & Joung, Seulgi, 2025. "A wake-induced two-phase planning framework for offshore wind farm maintenance with stochastic mixed-integer program," Applied Energy, Elsevier, vol. 380(C).
  13. Xie, Mingjiang & Zhao, Jianli & Zuo, Ming J. & Tian, Zhigang & Liu, Libin & Wu, Jinming, 2023. "Multi-objective maintenance decision-making of corroded parallel pipeline systems," Applied Energy, Elsevier, vol. 351(C).
  14. Pinciroli, Luca & Baraldi, Piero & Zio, Enrico, 2023. "Maintenance optimization in industry 4.0," Reliability Engineering and System Safety, Elsevier, vol. 234(C).
  15. Si, Guojin & Xia, Tangbin & Gebraeel, Nagi & Wang, Dong & Pan, Ershun & Xi, Lifeng, 2025. "Holistic opportunistic maintenance scheduling and routing for offshore wind farms," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
  16. Kang, Jichuan & Zhu, Xu & Shen, Li & Li, Mingxin, 2024. "Fault diagnosis of a wave energy converter gearbox based on an Adam optimized CNN-LSTM algorithm," Renewable Energy, Elsevier, vol. 231(C).
  17. Liu, Lujie & Xiao, Yiyong & Yang, Jun, 2024. "Daily optimization of maintenance routing and scheduling in a large-scale photovoltaic power plant with time-varying output power," Applied Energy, Elsevier, vol. 360(C).
  18. Zhu, Zimo & Zhang, Jian & Zhu, Songye & Yang, Jun, 2023. "Digital twin technology for wind turbine towers based on joint load–response estimation: A laboratory experimental study," Applied Energy, Elsevier, vol. 352(C).
  19. Xiaodong Li & Xiang Song & Djamila Ouelhadj, 2023. "A Cost Optimisation Model for Maintenance Planning in Offshore Wind Farms with Wind Speed Dependent Failure Rates," Mathematics, MDPI, vol. 11(13), pages 1-21, June.
  20. Kristjanpoller, Fredy & Cárdenas-Pantoja, Nicolás & Viveros, Pablo & Pascual, Rodrigo, 2023. "Wind farm life cycle cost modelling based on oversizing capacity under load sharing configuration," Reliability Engineering and System Safety, Elsevier, vol. 236(C).
  21. Aghajani, Daniel & Bratvold, Reidar B. & Hagspiel, Verena & Noshchenko, Olga & Toutain, Vincent K.G., 2025. "A multi-objective decision-making framework for the choice between mutually exclusive alternatives under uncertainty: Assessing the competitiveness of offshore wind for a gas field electrification on ," Energy Economics, Elsevier, vol. 141(C).
  22. Centeno-Telleria, Manu & Yue, Hong & Carrol, James & Aizpurua, Jose I. & Penalba, Markel, 2024. "O&M-aware techno-economic assessment for floating offshore wind farms: A geospatial evaluation off the North Sea and the Iberian Peninsula," Applied Energy, Elsevier, vol. 371(C).
  23. Wang, Kung-Jeng & Basuki, Satrio Samudro Aji & Kurniati, Nani, 2023. "A life-cycle asset management model by response surface method based optimization," International Journal of Production Economics, Elsevier, vol. 263(C).
  24. Dui, Hongyan & Zhang, Yulu & Bai, Guanghan, 2024. "Analysis of variable system cost and maintenance strategy in life cycle considering different failure modes," Reliability Engineering and System Safety, Elsevier, vol. 243(C).
  25. Lopez, Javier Contreras & Kolios, Athanasios, 2024. "An autonomous decision-making agent for offshore wind turbine blades under leading edge erosion," Renewable Energy, Elsevier, vol. 227(C).
  26. Yu, Yang & Wu, Shibo & Yu, Jianxing & Xu, Ya & Song, Lin & Xu, Weipeng, 2022. "A hybrid multi-criteria decision-making framework for offshore wind turbine selection: A case study in China," Applied Energy, Elsevier, vol. 328(C).
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