Int J Adv Manuf Technol
DOI 10.1007/s00170-015-7616-y
ORIGINAL ARTICLE
Towards farm-level health management of offshore wind
farms for maintenance improvements
Surya Teja Kandukuri
1
· Kjell G. Robbersmyr
1
· Hamid Reza Karimi
1
Received: 14 February 2015 / Accepted: 19 July 2015
© Springer-Verlag London 2015
Abstract This paper studies a conceptual architecture for
health management of offshore wind farms. To this aim,
various necessary enablers of a health management sys-
tem are presented to improve reliability and availability
while optimizing maintenance costs. The main focus lies
on improving existing condition monitoring systems based
on concepts of condition-based maintenance and relia-
bility centered maintenance. A brief review of the rel-
evant state-of-the-art is presented and gaps to be filled
towards realization of such health management system are
discussed.
Keywords Health management · Offshore wind farm ·
Maintenance
1 Introduction
Renewable energy sources are gaining importance due to
depleting fossil fuel reserves and their adverse environmen-
tal impact. The European Union (EU) aims to shift 20 %
Surya Teja Kandukuri
surya.kandukuri@uia.no
Kjell G. Robbersmyr
kjell.g.robbersmyr@uia.no
Hamid Reza Karimi
hamid.r.karimi@uia.no
1
Faculty of Engineering and Science, Department
of Engineering Sciences, University of Agder,
4879, Grimstad, Norway
of its energy reliability to renewable energy resources by
2020 and the European Wind Energy Association (EWEA)
estimates about 14 % of this to be fulfilled by wind energy
[1]. Higher wind energy production translates to larger
wind farms and higher capacity turbines. Offshore wind
farms (OWFs) have become popular because of abundance
of wind source, savings on valuable real-estate and little
impact of wind turbine (WT) noise.
Although OWFs are advantageous in many ways, their
availability is still not comparable to their onshore coun-
terparts. It was found that while the onshore availability is
reaching 99 %, the OWFs for the UK at Barrow North,
Hoyle, Kentish Flats have availability figures between 67
and 85 % [2]. The downtimes are longer because of the
finite weather windows in which personnel can perform the
required maintenance. Besides, the maintenance costs are
also comparatively higher at the range of 18–23 % of the life
cycle costs owing to their location and associated difficulty
of maintenance [3].
It is now well accepted that condition monitoring (CM)
is important in predicting failures in remotely located WTs
both by the wind farm operators and insurance compa-
nies [4]. Health monitoring, condition-based maintenance
(CBM) and reliability centered maintenance (RCM) are
established areas in aerospace sectors and well-proven in
energy, oil and gas sectors. Often, these techniques are
borrowed in providing a solution in wind energy sec-
tor with necessary modifications. It is worthwhile to note
that unlike other sectors, equipment in OWFs has to
withstand a highly corrosive offshore environment, bad
weather conditions like storms and non-stationary operating
profiles.
Given the understanding about the importance of CM and
need for effective maintenance strategies for wind farms, a
substantial amount of research has been performed through