May, Allan and McMillan, David and Thoens, Sebastian (2014) Economic analysis of condition monitoring systems for offshore wind turbine sub-systems. In: EWEA Annual Conference 2014, 2014-03-10 - 2014-03-14.
May_McMillan_Thons_EWEA_AC_2014_Economic_analysis_of_condition_monitoring_systems.pdf - Accepted Author Manuscript
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The use of condition monitoring systems on wind turbines has increased dramatically in recent times. However, their use is mostly restricted to vibration based monitoring systems for the gearbox, generator and drive train. There are many forms and types of condition monitoring systems now available for wind turbines. A survey of commercially available condition monitoring systems and their associated costs has been undertaken for the blades, drive train and tower. This paper considers what value can be obtained from these systems if they are used correctly. This is achieved by running simulations on an operations and maintenance model for a 20 year life cycle wind farm. The model uses Hidden Markov Models to represent both the actual system state and the observed state. The costs for system failures are derived, as are possible reductions in these costs due to early detection. Various scenarios are simulated including the addition of condition monitoring systems to the drive train and blade and tower monitoring. Finally, the efﬁcacy of these systems is examined and its effect on operation costs.
|Item type:||Conference or Workshop Item (Paper)|
|Keywords:||economic analysis, offshore wind turbine, wind energy, operations and maintenance, condition monitoring, structural health, Electrical engineering. Electronics Nuclear engineering, Electrical and Electronic Engineering|
|Subjects:||Technology > Electrical engineering. Electronics Nuclear engineering|
|Department:||Faculty of Engineering > Electronic and Electrical Engineering|
|Depositing user:||Pure Administrator|
|Date Deposited:||26 Nov 2014 11:48|
|Last modified:||02 Apr 2017 16:47|