Estimation of natural frequencies and damping using dynamic field data from an offshore wind turbine

被引:33
|
作者
Noren-Cosgriff, Karin [1 ]
Kaynia, Amir M. [1 ]
机构
[1] Norwegian Geotech Inst NGI, Oslo, Norway
关键词
Offshore wind energy; Pile foundation; Measurements; Acceleration; Strain; Natural frequencies; Soil damping;
D O I
10.1016/j.marstruc.2020.102915
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
The dynamic characteristics of offshore wind turbines are heavily affected by environmental loads from wave and wind action and nonlinear soil behaviour. In the design of the monopile structures, the fatigue load due to wind and wave loading is one of the most important problems to consider. Since the fatigue damage is sensitive to the foundation stiffness and damping, increasing the accuracy of analysis tools used in the design and optimization process can improve the reliability of the structure and reduce conservatism, thereby leading to a more cost-efficient design. In this context, analysis of field data is important for calibrating and verifying purposes. This paper presents analysis of measured accelerations and strains from a wind farm in the North Sea with monopile foundations. Field data during idling conditions, collected over long periods of operation, are analysed and the natural frequencies are determined, and damping is estimated. The measured natural frequencies are compared to calculated values using an aeroservo-hydro-elastic code, showing a good agreement in the frequency range below 2 Hz. Variation of the natural frequencies with intensity of loading may indicate effect of soil nonlinearity on the overall OWT response. Since the first natural bending modes have the largest potential to mobilize soil reactions, they are of primary interest in this context. The effect of load (wave, wind and dynamic bending moment) on the first natural frequency is investigated using different analysis techniques in the frequency domain and time domain. A clear correlation between load level and first natural frequency is demonstrated. A simple nonlinear SSI model of the tower/soil system is employed to numerically investigate the observed changes in the measured first natural frequency with the level of loading and increased overall damping. The simulated results reproduce the general trends in the observed reduction in the first natural frequency and increased damping ratio with the load level. However, the effect of the load level is less than that observed in the measurements, indicating contribution also from other factors than soil nonlinearity.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Data Insights from an Offshore Wind Turbine Gearbox Replacement
    Papatzimos, Alexios Koltsidopoulos
    Dawood, Tariq
    Thies, Philipp R.
    EERA DEEPWIND'2018, 15TH DEEP SEA OFFSHORE WIND R&D CONFERENCE, 2018, 1104
  • [22] Full load estimation of an offshore wind turbine based on SCADA and accelerometer data
    Noppe, N.
    Iliopoulos, A.
    Weijtjens, W.
    Devriendt, C.
    SCIENCE OF MAKING TORQUE FROM WIND (TORQUE 2016), 2016, 753
  • [23] ANALYSIS OF OFFSHORE WIND TURBINE FOUNDATIONS WITH SOIL DAMPING MODELS
    Hemmati, Arash
    Khorasanchi, Mandi
    Barltrop, Nigel
    PROCEEDINGS OF THE ASME 36TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, 2017, VOL 7B, 2017,
  • [24] Continuous wavelet transform-based method for enhancing estimation of wind turbine blade natural frequencies and damping for machine learning purposes
    Janeliukstis, R.
    MEASUREMENT, 2021, 172
  • [25] Estimation of the Ambient Wind Field From Wind Turbine Measurements Using Gaussian Process Regression
    van der Hoek, Daan
    Sinner, Michael
    Simley, Eric
    Pao, Lucy
    van Wingerden, Jan-Willem
    2021 AMERICAN CONTROL CONFERENCE (ACC), 2021, : 558 - 563
  • [26] EFFECT OF THE SIMPLIFIED SUPERSTRUCTURE AND SOIL-STRUCTURE INTERACTION MODELS ON THE NATURAL FREQUENCIES OF AN OFFSHORE WIND TURBINE
    Alkhoury, Philip
    Soubra, Abdul-Hamid
    Rey, Valentine
    Ait-Ahmed, Mourad
    PROCEEDINGS OF ASME 2021 40TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING (OMAE2021), VOL 9, 2021,
  • [27] Dynamic strain estimation for fatigue assessment of an offshore monopile wind turbine using filtering and modal expansion algorithms
    Maes, K.
    Iliopoulos, A.
    Weijtjens, W.
    Devriendt, C.
    Lombaert, G.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2016, 76-77 : 592 - 611
  • [28] Natural frequency analysis of offshore wind turbine monopiles
    Ward, Ian P.
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-ENGINEERING AND COMPUTATIONAL MECHANICS, 2016, 169 (04) : 196 - 208
  • [29] Numerical and experimental investigations in a cracked wind turbine blade using natural frequencies
    Kulkarni, Sourabh
    Patil, Suresh
    WIND ENGINEERING, 2024, 48 (05) : 861 - 880
  • [30] Mooring Line Damping Estimation for a Floating Wind Turbine
    Qiao, Dongsheng
    Ou, Jinping
    SCIENTIFIC WORLD JOURNAL, 2014,