Abstract
Maintenance of the offshore wind turbines imposes high cost, effort, and risk on the wind farm owners. Therefore, it is highly demanded to make the wind turbine maintenance activities more reliable and cheaper. To achieve this goal, the focus of current research is to investigate how the available data through the life cycle of an offshore wind turbine can be utilized to improve the maintenance activities. In this work, it will be investigated, how to integrate information feedbacks from the operation phase of an offshore wind turbine to the maintenance stage. A comparison will be done afterwards between the proposed method and existing data-driven maintenance approaches in wind turbine and other industries such as aviation and shipping.
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References
Abramovici M, Fathi M, Holland A, Neubach M (2008) Integration of product use information into PLM. Ann CIRP 438–443
El Kadiri S, Milicic A, Kiritsis D (2013) Linked data exploration in product life-cycle management. IFIP advances in information and communication technology, State College, PA, pp 460–467
Hameed Z, Hong Z, Cho Y, Ahn S, Song C (2009) Condition monitoring and fault detection of wind turbines and related algorithms: a review. Renew Sustain Energy Rev 1:1–39
Jun H, Xirouchakis P (2007) Research issues on closed-loop PLM. Comput Ind 8–9:855–868
Mobley R (2008) Maintenance engineering handbook, 7th edn. McGraw-Hill, New York
National Renewable Energy Laboratory-NREL (2013) A guide to UK offshore wind operations and maintenance. Retrieved from http://www.nrel.gov
Schwabacher M, Goebel K (2007) A survey of artificial intelligence for prognostics. In: AAAI fall symposium, pp 107–114
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Gholamzadeh Nabati, E., Thoben, K.D. (2016). Improving Wind Turbine Maintenance Activities by Learning from Various Information Flows Available Through the Wind Turbine Life Cycle. In: Kotzab, H., Pannek, J., Thoben, KD. (eds) Dynamics in Logistics. Lecture Notes in Logistics. Springer, Cham. https://doi.org/10.1007/978-3-319-23512-7_14
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DOI: https://doi.org/10.1007/978-3-319-23512-7_14
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