Economic analysis of condition monitoring systems for offshore wind turbine sub-systems

Allan May, David McMillan, Sebastian Thoens

Research output: Contribution to conferencePaper

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Abstract

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.
Original languageEnglish
Publication statusPublished - Mar 2014
EventEWEA Annual Conference 2014 - Barcelona, Spain
Duration: 10 Mar 201414 Mar 2014
http://www.ewea.org/annual2014/

Conference

ConferenceEWEA Annual Conference 2014
CountrySpain
CityBarcelona
Period10/03/1414/03/14
Internet address

Keywords

  • economic analysis
  • offshore wind turbine
  • wind energy
  • operations and maintenance
  • condition monitoring
  • structural health

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  • Projects

    Operational Expenditure Optimisation utilising Condition Monitoring for Wind Parks

    May, A., McMillan, D., Thoens, S., Golysheva, E., Comeault, C. & Quail, F.

    30/09/1230/09/15

    Project: Internally funded project

    Cite this

    May, A., McMillan, D., & Thoens, S. (2014). Economic analysis of condition monitoring systems for offshore wind turbine sub-systems. Paper presented at EWEA Annual Conference 2014, Barcelona, Spain.