Review of Research on Condition Monitoring for Improved O&M of Offshore Wind Turbine Drivetrains

被引：10
|
作者：
Helsen, Jan [1 ]
机构：
[1] Vrije Univ Brussel, OWI Lab, Pl Laan 2, B-1050 Brussels, Belgium
来源：
ACOUSTICS AUSTRALIA | 2021年 / 49卷 / 02期
关键词：
Wind turbine; Offshore; Drivetrain; Condition monitoring; Prognosis; Vibration; Machine learning; O& M; ELEMENT BEARING DIAGNOSTICS; LEVELIZED COST; RELIABILITY-ANALYSIS; INDUCTION GENERATOR; ENVELOPE ANALYSIS; CURRENT SIGNATURE; FAST COMPUTATION; GEARBOX; DESIGN; FILTER;
D O I：
10.1007/s40857-021-00237-2
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
This paper discusses trends in condition monitoring of modern offshore wind turbines. First an overview is given of design changes that have been made over the years to large offshore wind turbines and how this resulted in novel opportunities from a monitoring perspective. Similarly, the evolution in data source availability is discussed. From these opportunities, some ongoing research activities in the field are discussed and how they fit with the open challenges. This list is far from exhaustive. It gives an overview of some capita selecta. Particularly, the fields of advanced signal processing and requirement for innovations towards prognostic frameworks are highlighted.
引用
收藏
页码：251 / 258
页数：8
相关论文
共 50 条
  • [1] Review of Research on Condition Monitoring for Improved O&M of Offshore Wind Turbine Drivetrains
    Jan Helsen
    [J]. Acoustics Australia, 2021, 49 : 251 - 258
  • [2] Towards improved forecasting for offshore wind turbine O&M transfers
    Mills, P. R.
    Stephen, B.
    McMillan, D.
    Lazakis, I
    [J]. PROGRESS IN RENEWABLE ENERGIES OFFSHORE, 2016, : 805 - 812
  • [3] O&M strategies: wind turbine blades
    Wallace, Jack
    Dawson, Mark
    [J]. Renewable Energy Focus, 2009, 10 (03) : 40 - 41
  • [4] Modeling and simulation of offshore wind farm O&M processes
    Joschko, Philip
    Widok, Andi H.
    Appel, Susanne
    Greiner, Saskia
    Albers, Henning
    Page, Bernd
    [J]. ENVIRONMENTAL IMPACT ASSESSMENT REVIEW, 2015, 52 : 31 - 39
  • [5] A Survey of Condition Monitoring and Fault Diagnosis toward Integrated O&M for Wind Turbines
    Zhang, Pinjia
    Lu, Delong
    [J]. ENERGIES, 2019, 12 (14):
  • [6] Vessel charter rate estimation for offshore wind O&M activities
    Dalgic, Y.
    Lazakis, I.
    Turan, O.
    [J]. DEVELOPMENTS IN MARITIME TRANSPORTATION AND EXPLOITATION OF SEA RESOURCES, VOL 2, 2014, : 899 - 907
  • [7] Fundamentals for remote condition monitoring of offshore wind turbine blades
    McGugan, M.
    Sorensen, B. F.
    [J]. STRUCTURAL HEALTH MONITORING 2007: QUANTIFICATION, VALIDATION, AND IMPLEMENTATION, VOLS 1 AND 2, 2007, : 1913 - 1919
  • [8] ADDRESSING THE NEW CHALLENGES FOR O&M OF FLOATING WIND TURBINE SYSTEMS
    Leimeister, Mareike
    Baumgaertner, David
    Grotebrune, Thilo
    Hildebrandt, Arndt
    Kaczenski, Jonas
    [J]. PROCEEDINGS OF ASME 2023 5TH INTERNATIONAL OFFSHORE WIND TECHNICAL CONFERENCE, IOWTC2023, 2023,
  • [9] Optimum CTV fleet selection for offshore wind farm O&M activities
    Dalgic, Y.
    Dinwoodie, I.
    Lazakis, I.
    McMillan, D.
    Revie, M.
    [J]. SAFETY AND RELIABILITY: METHODOLOGY AND APPLICATIONS, 2015, : 1177 - 1185
  • [10] OPERATIONAL DATA TO MAINTENANCE OPTIMIZATION: CLOSING THE LOOP IN OFFSHORE WIND O&M
    Papatzimos, Alexios Koltsidopoulos
    Dawood, Tariq
    Thies, Philipp R.
    [J]. PROCEEDINGS OF THE ASME 1ST INTERNATIONAL OFFSHORE WIND TECHNICAL CONFERENCE, 2018, 2018,
12345