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Opportunistic maintenance strategy for wind turbines considering weather conditions and spare parts inventory management

Citations

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Cited by:

  1. Zhou, P. & Yin, P.T., 2019. "An opportunistic condition-based maintenance strategy for offshore wind farm based on predictive analytics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 109(C), pages 1-9.
  2. Nicolas Haber & Mario Fargnoli, 2022. "Product-Service Systems for Circular Supply Chain Management: A Functional Approach," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
  3. Yu-Chung Tsao & Thuy-Linh Vu, 2023. "Electricity pricing, capacity, and predictive maintenance considering reliability," Annals of Operations Research, Springer, vol. 322(2), pages 991-1011, March.
  4. Izquierdo, J. & Márquez, A. Crespo & Uribetxebarria, J. & Erguido, A., 2020. "On the importance of assessing the operational context impact on maintenance management for life cycle cost of wind energy projects," Renewable Energy, Elsevier, vol. 153(C), pages 1100-1110.
  5. Li, Xinlong & Jiang, Shuai & Chen, Baojia & Chen, Fafa & An, Youjun & Ran, Yan & Zhang, Genbao, 2025. "Joint optimization of imperfect preventive opportunistic maintenance and spare parts inventory for multi-unit systems considering spare parts reuse," Reliability Engineering and System Safety, Elsevier, vol. 261(C).
  6. 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).
  7. Li, Wangsen & Xiang, Dong & Liang, Fengwei, 2026. "Multi-objective opportunity maintenance optimization for wind farms considering multiple factors," Renewable Energy, Elsevier, vol. 256(PA).
  8. Mohammad Asghari & Armin Jabbarzadeh, 2026. "A multi-stage stochastic programming approach for overhaul and supply chain planning of modular physical assets: case study," Operational Research, Springer, vol. 26(1), pages 1-31, January.
  9. 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).
  10. Wang, Jingjing & Qiu, Qingan & Wang, Huanhuan, 2021. "Joint optimization of condition-based and age-based replacement policy and inventory policy for a two-unit series system," Reliability Engineering and System Safety, Elsevier, vol. 205(C).
  11. Zhang, Chen & Hu, Di & Yang, Tao, 2022. "Anomaly detection and diagnosis for wind turbines using long short-term memory-based stacked denoising autoencoders and XGBoost," Reliability Engineering and System Safety, Elsevier, vol. 222(C).
  12. Jichuan Kang & Zihao Wang & C. Guedes Soares, 2020. "Condition-Based Maintenance for Offshore Wind Turbines Based on Support Vector Machine," Energies, MDPI, vol. 13(14), pages 1-17, July.
  13. Ding, Yutong & Xia, Tangbin & Wang, Yu & Zhang, Kaigan & Li, Yaping & Chen, Zhen & Xi, Lifeng, 2025. "A multi-stage stochastic programming for joint condition-based replacement and spare parts ordering towards complex manufacturing system with uncertain lead times," Reliability Engineering and System Safety, Elsevier, vol. 264(PB).
  14. 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).
  15. Mai, Yuxi & Fouladirad, Mitra & Xue, Jianwu, 2026. "Imperfect condition-based maintenance policy for stochastic degradation systems in dynamic environments," Reliability Engineering and System Safety, Elsevier, vol. 265(PB).
  16. 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.
  17. Gan, Shuyuan & Zhang, Xu & Coit, David W. & Wang, Xiaoyue, 2026. "Optimization of maintenance and spares inventory with dependence between the system and environment," Reliability Engineering and System Safety, Elsevier, vol. 265(PA).
  18. Zheng, Rui & Zhou, Yifan, 2021. "Comparison of three preventive maintenance warranty policies for products deteriorating with age and a time-varying covariate," Reliability Engineering and System Safety, Elsevier, vol. 213(C).
  19. 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).
  20. 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).
  21. 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).
  22. 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).
  23. 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).
  24. Xia, Tangbin & Cao, Lei & Xu, Yuhui & Zhang, Kaigan & Chen, Zhen & Pan, Ershun & Xi, Lifeng, 2024. "Multi-level maintenance and inventory joint optimization for a k-out-of-n hyper-system considering the selection of suppliers with incentive discount policies," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
  25. Zuo, Jian & Steiner, Nadia Yousfi & Li, Zhongliang & Cadet, Catherine & Bérenguer, Christophe & Hissel, Daniel, 2025. "Reinforcement learning-based maintenance scheduling for a stochastic deteriorating fuel cell considering stack-to-stack heterogeneity," Reliability Engineering and System Safety, Elsevier, vol. 256(C).
  26. Zhang, Fengqi & Si, Guojin & Chen, Zhen & Zheng, Meimei & Xia, Tangbin & Xi, Lifeng, 2025. "A multi-faceted opportunistic-based maintenance optimization in offshore wind farms using long-term wind speed forecasting," Renewable Energy, Elsevier, vol. 255(C).
  27. 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.
  28. Zhang, Xiaohong & Liao, Haitao & Zeng, Jianchao & Shi, Guannan & Zhao, Bing, 2021. "Optimal Condition-based Opportunistic Maintenance and Spare Parts Provisioning for a Two-unit System using a State Space Partitioning Approach," Reliability Engineering and System Safety, Elsevier, vol. 209(C).
  29. 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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