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Maintenance logistics organization for offshore wind energy: Current progress and future perspectives

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Cited by:

  1. Tjaberings, Jorick & Fazi, Stefano & Ursavas, Evrim, 2022. "Evaluating operational strategies for the installation of offshore wind turbine substructures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 170(C).
  2. Shafiee, Mahmood & Finkelstein, Maxim & Bérenguer, Christophe, 2015. "An opportunistic condition-based maintenance policy for offshore wind turbine blades subjected to degradation and environmental shocks," Reliability Engineering and System Safety, Elsevier, vol. 142(C), pages 463-471.
  3. Somolinos, J.A. & López, A. & Núñez, L.R. & Morales, R., 2017. "Dynamic model and experimental validation for the control of emersion manoeuvers of devices for marine currents harnessing," Renewable Energy, Elsevier, vol. 103(C), pages 333-345.
  4. Ren, Zhengru & Verma, Amrit Shankar & Li, Ye & Teuwen, Julie J.E. & Jiang, Zhiyu, 2021. "Offshore wind turbine operations and maintenance: A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
  5. Zhang, Chen & Gao, Wei & Yang, Tao & Guo, Sheng, 2019. "Opportunistic maintenance strategy for wind turbines considering weather conditions and spare parts inventory management," Renewable Energy, Elsevier, vol. 133(C), pages 703-711.
  6. Abdollahzadeh, Hadi & Atashgar, Karim & Abbasi, Morteza, 2016. "Multi-objective opportunistic maintenance optimization of a wind farm considering limited number of maintenance groups," Renewable Energy, Elsevier, vol. 88(C), pages 247-261.
  7. uit het Broek, Michiel A.J. & Veldman, Jasper & Fazi, Stefano & Greijdanus, Roy, 2019. "Evaluating resource sharing for offshore wind farm maintenance: The case of jack-up vessels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 109(C), pages 619-632.
  8. Cavalcante, Cristiano A.V. & Lopes, Rodrigo S. & Scarf, Philip A., 2021. "Inspection and replacement policy with a fixed periodic schedule," Reliability Engineering and System Safety, Elsevier, vol. 208(C).
  9. Thomas Michael Welte & Iver Bakken Sperstad & Espen Høegh Sørum & Magne Lorentzen Kolstad, 2017. "Integration of Degradation Processes in a Strategic Offshore Wind Farm O&M Simulation Model," Energies, MDPI, vol. 10(7), pages 1-18, July.
  10. Hongsheng Su & Yifan Zhao & Xueqian Wang, 2023. "Analysis of a State Degradation Model and Preventive Maintenance Strategies for Wind Turbine Generators Based on Stochastic Differential Equations," Mathematics, MDPI, vol. 11(12), pages 1-20, June.
  11. Rasmus Dovnborg Frederiksen & Grzegorz Bocewicz & Grzegorz Radzki & Zbigniew Banaszak & Peter Nielsen, 2024. "Cost-Effectiveness of Predictive Maintenance for Offshore Wind Farms: A Case Study," Energies, MDPI, vol. 17(13), pages 1-24, June.
  12. Ma, Yuanchi & Liu, Yongqian & Bai, Xinjian & Guo, Yuanjun & Yang, Zhile & Wang, Liyuan & Tao, Tao & Zhang, Lidong, 2024. "DivideMerge: A multi-vessel optimization approach for cooperative operation and maintenance scheduling in offshore wind farm," Renewable Energy, Elsevier, vol. 229(C).
  13. Poulsen, Thomas & Lema, Rasmus, 2017. "Is the supply chain ready for the green transformation? The case of offshore wind logistics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 758-771.
  14. Ravi Pandit & Davide Astolfi & Anh Minh Tang & David Infield, 2022. "Sequential Data-Driven Long-Term Weather Forecasting Models’ Performance Comparison for Improving Offshore Operation and Maintenance Operations," Energies, MDPI, vol. 15(19), pages 1-20, October.
  15. Pliego Marugán, Alberto & García Márquez, Fausto Pedro & Pinar Pérez, Jesús María, 2022. "A techno-economic model for avoiding conflicts of interest between owners of offshore wind farms and maintenance suppliers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  16. Fernando Santos & Ângelo P Teixeira & C Guedes Soares, 2015. "Modelling and simulation of the operation and maintenance of offshore wind turbines," Journal of Risk and Reliability, , vol. 229(5), pages 385-393, October.
  17. Thomas Poulsen & Charlotte Bay Hasager, 2016. "How Expensive Is Expensive Enough? Opportunities for Cost Reductions in Offshore Wind Energy Logistics," Energies, MDPI, vol. 9(6), pages 1-23, June.
  18. Gilbert, Ciaran & Browell, Jethro & McMillan, David, 2021. "Probabilistic access forecasting for improved offshore operations," International Journal of Forecasting, Elsevier, vol. 37(1), pages 134-150.
  19. Shuo-Yan Chou & Xuan Loc Pham & Thi Anh Tuyet Nguyen & Tiffany Hui-Kuang Yu, 2023. "Optimal maintenance planning with special emphasis on deterioration process and vessel routing for offshore wind systems," Energy & Environment, , vol. 34(4), pages 739-763, June.
  20. Pedersen, Tom Ivar & Vatn, Jørn, 2022. "Optimizing a condition-based maintenance policy by taking the preferences of a risk-averse decision maker into account," Reliability Engineering and System Safety, Elsevier, vol. 228(C).
  21. Juan Izquierdo & Adolfo Crespo Márquez & Jone Uribetxebarria & Asier Erguido, 2019. "Framework for Managing Maintenance of Wind Farms Based on a Clustering Approach and Dynamic Opportunistic Maintenance," Energies, MDPI, vol. 12(11), pages 1-17, May.
  22. Irawan, Chandra Ade & Eskandarpour, Majid & Ouelhadj, Djamila & Jones, Dylan, 2021. "Simulation-based optimisation for stochastic maintenance routing in an offshore wind farm," European Journal of Operational Research, Elsevier, vol. 289(3), pages 912-926.
  23. Zhang, Jiaxin & Guo, Hongyuan & Dong, You & Bastidas-Arteaga, Emilio, 2026. "Coupling aerodynamic wake effects with corrosion-fatigue degradation for system-level reliability assessment of floating offshore wind farms," Renewable Energy, Elsevier, vol. 269(C).
  24. Petersen, Vibeke Hvidegaard & Pisinger, David & Stålhane, Magnus, 2026. "Optimization in offshore wind farms – a survey of problems, models, and solution approaches," European Journal of Operational Research, Elsevier, vol. 334(2), pages 351-376.
  25. Mahmood Shafiee & Maxim Finkelstein, 2015. "A proactive group maintenance policy for continuously monitored deteriorating systems: Application to offshore wind turbines," Journal of Risk and Reliability, , vol. 229(5), pages 373-384, October.
  26. Jäger-Roschko, Moritz & Weigell, Jürgen & Jahn, Carlos, 2019. "Modelling of spare parts storage strategies for offshore wind," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Jahn, Carlos & Kersten, Wolfgang & Ringle, Christian M. (ed.), Digital Transformation in Maritime and City Logistics: Smart Solutions for Logistics. Proceedings of the Hamburg International Conference of Logistics, volume 28, pages 83-108, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
  27. Islam Hassanin & Matjaz Knez, 2022. "Managing Supply Chain Activities in the Field of Energy Production Focusing on Renewables," Sustainability, MDPI, vol. 14(12), pages 1-33, June.
  28. Erguido, A. & Crespo Márquez, A. & Castellano, E. & Gómez Fernández, J.F., 2017. "A dynamic opportunistic maintenance model to maximize energy-based availability while reducing the life cycle cost of wind farms," Renewable Energy, Elsevier, vol. 114(PB), pages 843-856.
  29. Moros, D. & Ashton, I.G. & Berrabah, N. & Lazakis, I. & Searle, K.D., 2026. "A multi-timescale framework for maintenance planning at offshore wind farms," Omega, Elsevier, vol. 143(C).
  30. Li, Mingxin & Jiang, Xiaoli & Carroll, James & Negenborn, Rudy R., 2022. "A multi-objective maintenance strategy optimization framework for offshore wind farms considering uncertainty," Applied Energy, Elsevier, vol. 321(C).
  31. Yi Yang & John Dalsgaard Sørensen, 2019. "Cost-Optimal Maintenance Planning for Defects on Wind Turbine Blades," Energies, MDPI, vol. 12(6), pages 1-16, March.
  32. McMorland, J. & Collu, M. & McMillan, D. & Carroll, J. & Coraddu, A., 2023. "Opportunistic maintenance for offshore wind: A review and proposal of future framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
  33. de Bona, Jéssica Ceolin & Ferreira, Joao Carlos Espindola & Ordoñez Duran, Julian Fernando, 2021. "Analysis of scenarios for repowering wind farms in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
  34. Arabgolarcheh, Alireza & Micallef, Daniel & Benini, Ernesto, 2023. "The impact of platform motion phase differences on the power and load performance of tandem floating offshore wind turbines," Energy, Elsevier, vol. 284(C).
  35. Yan R Melo & Cristiano AV Cavalcante & Phil Scarf & Rodrigo S Lopes, 2023. "A hybrid maintenance policy with fixed periodic structure and opportunistic replacement," Journal of Risk and Reliability, , vol. 237(3), pages 579-591, June.
  36. Giovanni Rinaldi & Philipp R. Thies & Lars Johanning, 2021. "Current Status and Future Trends in the Operation and Maintenance of Offshore Wind Turbines: A Review," Energies, MDPI, vol. 14(9), pages 1-28, April.
  37. Peyman Mazidi & Lina Bertling Tjernberg & Miguel A Sanz Bobi, 2017. "Wind turbine prognostics and maintenance management based on a hybrid approach of neural networks and a proportional hazards model," Journal of Risk and Reliability, , vol. 231(2), pages 121-129, April.
  38. 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).
  39. Adedipe, Tosin & Shafiee, Mahmood & Zio, Enrico, 2020. "Bayesian Network Modelling for the Wind Energy Industry: An Overview," Reliability Engineering and System Safety, Elsevier, vol. 202(C).
  40. McMorland, Jade & Flannigan, Callum & Carroll, James & Collu, Maurizio & McMillan, David & Leithead, William & Coraddu, Andrea, 2022. "A review of operations and maintenance modelling with considerations for novel wind turbine concepts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
  41. Tobi Elusakin & Mahmood Shafiee & Tosin Adedipe & Fateme Dinmohammadi, 2021. "A Stochastic Petri Net Model for O&M Planning of Floating Offshore Wind Turbines," Energies, MDPI, vol. 14(4), pages 1-18, February.
  42. Cheng Yang & Jun Jia & Ke He & Liang Xue & Chao Jiang & Shuangyu Liu & Bochao Zhao & Ming Wu & Haoyang Cui, 2023. "Comprehensive Analysis and Evaluation of the Operation and Maintenance of Offshore Wind Power Systems: A Survey," Energies, MDPI, vol. 16(14), pages 1-39, July.
  43. 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).
  44. Stålhane, Magnus & Halvorsen-Weare, Elin E. & Nonås, Lars Magne & Pantuso, Giovanni, 2019. "Optimizing vessel fleet size and mix to support maintenance operations at offshore wind farms," European Journal of Operational Research, Elsevier, vol. 276(2), pages 495-509.
  45. Rasmus Dovnborg Frederiksen & Grzegorz Bocewicz & Peter Nielsen & Grzegorz Radzki & Zbigniew Banaszak, 2024. "A Reference Modelling Approach for Cost Optimal Maintenance for Offshore Wind Farms," Sustainability, MDPI, vol. 16(19), pages 1-21, September.
  46. Neves-Moreira, Fábio & Veldman, Jasper & Teunter, Ruud H., 2021. "Service operation vessels for offshore wind farm maintenance: Optimal stock levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
  47. Shafiee, Mahmood & Sørensen, John Dalsgaard, 2019. "Maintenance optimization and inspection planning of wind energy assets: Models, methods and strategies," Reliability Engineering and System Safety, Elsevier, vol. 192(C).
  48. Vu, Hai Canh & Do, Phuc & Fouladirad, Mitra & Grall, Antoine, 2020. "Dynamic opportunistic maintenance planning for multi-component redundant systems with various types of opportunities," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
  49. Borsotti, M. & Negenborn, R.R. & Jiang, X., 2026. "A review of multi-horizon decision-making for operation and maintenance of fixed-bottom offshore wind farms," Renewable and Sustainable Energy Reviews, Elsevier, vol. 226(PE).
  50. Yuri Merizalde & Luis Hernández-Callejo & Oscar Duque-Perez & Víctor Alonso-Gómez, 2019. "Maintenance Models Applied to Wind Turbines. A Comprehensive Overview," Energies, MDPI, vol. 12(2), pages 1-41, January.
  51. Luo, Jiaxuan & Luo, Xiaofang & Ma, Xiandong & Zan, Yingfei & Bai, Xu, 2025. "An integrated condition-based opportunistic maintenance framework for offshore wind farms," Reliability Engineering and System Safety, Elsevier, vol. 256(C).
  52. Li, Mingxin & Kikuchi, Yuka & Ringsberg, Jonas W. & Gryllias, Konstantinos C. & Baraldi, Piero & Zio, Enrico & Carroll, James, 2026. "Empowering digital twins for wind energy operation and maintenance: A prospective framework and future directions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 235(C).
  53. Mérigaud, Alexis & Ringwood, John V., 2016. "Condition-based maintenance methods for marine renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 53-78.
  54. Mario O. A. González & Gabriela Nascimento & Dylan Jones & Negar Akbari & Andressa Santiso & David Melo & Rafael Vasconcelos & Monalisa Godeiro & Luana Nogueira & Mariana Almeida & Pedro Oprime, 2024. "Logistic Decisions in the Installation of Offshore Wind Farms: A Conceptual Framework," Energies, MDPI, vol. 17(23), pages 1-20, November.
  55. Havinga, Maik J.A. & de Jonge, Bram, 2020. "Condition-based maintenance in the cyclic patrolling repairman problem," International Journal of Production Economics, Elsevier, vol. 222(C).
  56. Sarker, Bhaba R. & Faiz, Tasnim Ibn, 2016. "Minimizing maintenance cost for offshore wind turbines following multi-level opportunistic preventive strategy," Renewable Energy, Elsevier, vol. 85(C), pages 104-113.
  57. Zhang, Xukai & Tao, Jian & Noshadravan, Arash, 2026. "Probabilistic digital twin for reliability-based maintenance optimization of offshore wind turbines," Renewable Energy, Elsevier, vol. 256(PA).
  58. Nguyen, Thi Anh Tuyet & Chou, Shuo-Yan, 2019. "Improved maintenance optimization of offshore wind systems considering effects of government subsidies, lost production and discounted cost model," Energy, Elsevier, vol. 187(C).
  59. Li, Mingxin & Xu, Zifei & Li, Shen & Kikuchi, Yuka & Dong, You & Gryllias, Konstantinos C. & Baraldi, Piero & Zio, Enrico & Carroll, James, 2026. "Health prognostics and maintenance decision-making for wind energy: A comprehensive overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 226(PA).
  60. Zavvar, Esmaeil & Rosa-Santos, Paulo & Taveira-Pinto, Francisco & Ghafoori, Elyas, 2025. "Lifetime extension of offshore support structures of wind turbines: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 217(C).
  61. Rafael Dawid & David McMillan & Matthew Revie, 2018. "Decision Support Tool for Offshore Wind Farm Vessel Routing under Uncertainty," Energies, MDPI, vol. 11(9), pages 1-17, August.
  62. Zhou, Yifan & Miao, Jindan & Yan, Bin & Zhang, Zhisheng, 2020. "Bio-objective long-term maintenance scheduling for wind turbines in multiple wind farms," Renewable Energy, Elsevier, vol. 160(C), pages 1136-1147.
  63. Irawan, Chandra Ade & Ouelhadj, Djamila & Jones, Dylan & Stålhane, Magnus & Sperstad, Iver Bakken, 2017. "Optimisation of maintenance routing and scheduling for offshore wind farms," European Journal of Operational Research, Elsevier, vol. 256(1), pages 76-89.
  64. Zhang, Chen & Yang, Tao, 2021. "Optimal maintenance planning and resource allocation for wind farms based on non-dominated sorting genetic algorithm-ΙΙ," Renewable Energy, Elsevier, vol. 164(C), pages 1540-1549.
  65. Sarker, Bhaba R. & Faiz, Tasnim Ibn, 2017. "Minimizing transportation and installation costs for turbines in offshore wind farms," Renewable Energy, Elsevier, vol. 101(C), pages 667-679.
  66. Pereira, Humberto & Alvarez, Ines & Aldao, Enrique & Sousa, Magda C. & Picado, Ana & Lorenzo, Nieves & Gonzalez-Jorge, Higinio & Dias, João Miguel, 2025. "Analysis of wind conditions for safe drone operation in offshore wind farms on the Spanish Atlantic coast," Energy, Elsevier, vol. 330(C).
  67. Yang Lu & Liping Sun & Yanzhuo Xue, 2021. "Research on a Comprehensive Maintenance Optimization Strategy for an Offshore Wind Farm," Energies, MDPI, vol. 14(4), pages 1-22, February.
  68. Dinsing, Philipp & Kilic, Onur A. & Veldman, Jasper & Hicks, Christian, 2025. "The impact of seasonality on offshore wind farm decommissioning projects - A case study in the North Sea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 224(C).
  69. Abderrahmane Abbou & Viliam Makis, 2019. "Group Maintenance: A Restless Bandits Approach," INFORMS Journal on Computing, INFORMS, vol. 31(4), pages 719-731, October.
  70. Centeno-Telleria, Manu & Aizpurua, Jose Ignacio & Penalba, Markel, 2023. "Computationally efficient analytical O&M model for strategic decision-making in offshore renewable energy systems," Energy, Elsevier, vol. 285(C).
  71. Li, He & Ding, Yi & Sun, Yu & Xie, Min & Guedes Soares, C., 2025. "An intelligent failure feature learning method for failure and maintenance data management of wind turbines," Reliability Engineering and System Safety, Elsevier, vol. 261(C).
  72. Sahin, Muhammet Ceyhan & Zhao, Shijia & Qiu, Feng & Yildirim, Murat, 2026. "A stochastic optimization framework for condition-based maintenance, crew management, and spare parts logistics in solar energy systems," Renewable Energy, Elsevier, vol. 270(C).
  73. Thomas Poulsen & Charlotte Bay Hasager & Christian Munk Jensen, 2017. "The Role of Logistics in Practical Levelized Cost of Energy Reduction Implementation and Government Sponsored Cost Reduction Studies: Day and Night in Offshore Wind Operations and Maintenance Logistics," Energies, MDPI, vol. 10(4), pages 1-28, April.
  74. Alberto Pliego Marug'an & Fausto Pedro Garc'ia M'arquez & Jes'us Mar'ia Pinar P'erez, 2024. "A techno-economic model for avoiding conflicts of interest between owners of offshore wind farms and maintenance suppliers," Papers 2401.08251, arXiv.org.
  75. 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).
  76. Nguyen, Thi-Anh-Tuyet & Chou, Shuo-Yan & Yu, Tiffany Hui-Kuang, 2022. "Developing an exhaustive optimal maintenance schedule for offshore wind turbines based on risk-assessment, technical factors and cost-effective evaluation," Energy, Elsevier, vol. 249(C).
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