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A stochastic fleet size and mix model for maintenance operations at offshore wind farms

A stochastic fleet size and mix model for maintenance operations at offshore wind farms

Category
Academic article
Abstract
A fleet of vessels and helicopters is needed to support maintenance operations at offshore wind farms. The cost of this fleet constitutes a major part of the total maintenance costs, hence keeping an optimal or near-optimal fleet is essential to reduce the cost of energy. In this paper we study the vessel fleet size and mix problem that arises for the maintenance operations at offshore wind farms, and propose a stochastic three-stage programming model. The stochastic model considers uncertainty in vessel spot rates, weather conditions, electricity prices and failures to the system. The model is tested on realistic-sized problem instances, and the results show that it is valuable to consider uncertainty and that the proposed model can be used to solve instances of a realistic size.
Client
  • Research Council of Norway (RCN) / 193823
  • Research Council of Norway (RCN) / 205298
Language
English
Author(s)
  • Christian Gundegjerde
  • Ina Blomseth Halvorsen
  • Elin Espeland Halvorsen-Weare
  • Lars Magnus Hvattum
  • Lars Magne Nonås
Affiliation
  • Norwegian University of Science and Technology
  • SINTEF Ocean / Energi og transport
Year
2015
Published in
Transportation Research Part C: Emerging Technologies
ISSN
0968-090X
Publisher
Elsevier
Volume
52
Page(s)
74 - 92