Precision blade deflection measurement system using wireless inertial sensor nodes

被引:7
|
作者
Grundkoetter, Eike [1 ]
Melbert, Joachim [1 ]
机构
[1] Ruhr Univ Bochum, Inst Elect Circuits, Automot Elect Res Grp, Bochum, Germany
关键词
blade deflection; energy harvester; inertial measurement unit; structural health monitoring; wireless sensor node; WIND TURBINE-BLADES; KALMAN FILTER; OPENFAST; ATTITUDE; REPAIR; LOADS; TIME;
D O I
10.1002/we.2680
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Structural health monitoring on wind turbine blades is a great enhancement for operational safety and failure avoidance. Blade deflection is a key parameter, which is a function of blade geometry and material properties. The absolute blade deflection is affected by wind load, gravitational, and centrifugal forces and must exceed neither material stress limits nor tower clearance. In this paper, we introduce a novel method for real time reconstruction of blade movement using inertial measurement units (IMUs) located at defined positions along the blade. An algorithm is introduced that combines IMU measurements and a priori information of the fundamental blade mode shapes to accurately reconstruct the blade movement. A low-power wireless sensor node for blade deflection monitoring is presented. The autonomous sensor node is equipped with an IMU together with a low-power wireless transceiver and powered by a compact translational electromagnetic energy harvester. Sufficient energy is harvested each rotor revolution for continuous measurement data streaming within the wind turbine's operating range. A data stream of six-axis IMU measurements enables real time, three-dimensional reconstruction of the entire blade movement in the back end positioned in the tower. The reconstruction of blade tip deflection is possible even under high wind turbulences with a minimum accuracy of 0.22 m for an onshore 5 MW and 0.58 m for an offshore 15-MW reference turbine. The complete system has been tested thoroughly under conditions similiar to a real wind turbine. Realistic stimulation of the reconstruction algorithm is performed by means of OpenFAST simulations.
引用
收藏
页码:432 / 449
页数:18
相关论文
共 50 条
  • [31] Precision Viticulture Using Wireless Sensor Network
    Maras, Vesna
    Popovic, Tomo
    Gajinov, Spasenija
    Mugosa, Milena
    Popovic, Vladimir
    Savovic, Ana
    Paviecvic, Katarina
    Miroviv, Vasilije
    2020 9TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2020, : 202 - 207
  • [32] Precision Viticulture Using a Wireless Sensor Network
    Brasa Ramos, A.
    Montero Riquelme, F.
    Montero Garcia, F.
    Orozco, L.
    Roncero, J. J.
    XXVIII INTERNATIONAL HORTICULTURAL CONGRESS ON SCIENCE AND HORTICULTURE FOR PEOPLE (IHC2010): INTERNATIONAL SYMPOSIUM ON THE EFFECT OF CLIMATE CHANGE ON PRODUCTION AND QUALITY OF GRAPEVINES AND THEIR PRODUCTS, 2012, 931 : 307 - 313
  • [33] Interference sensor for ultra-precision measurement of laser beam angular deflection
    Dobosz, Marek
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2018, 89 (11):
  • [34] Precision Irrigation using Wireless Sensor Network
    Harun, Ahmad Nizar
    Kassim, Mohamed Rawidean Mohd
    Mat, Ibrahim
    Ramli, Siti Sarah
    2015 INTERNATIONAL CONFERENCE ON SMART SENSORS AND APPLICATION - ICSSA 2015, 2015, : 71 - 75
  • [35] Smart sensor nodes for wireless soil temperature monitoring systems in precision agriculture
    Zhang, Xihai
    Zhang, Changli
    Fang, Junlong
    Yu, Xiao
    Liang, Jianquan
    Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2009, 40 (SUPPL. 1): : 237 - 240
  • [36] High precision automatic measurement system for aero engine blade
    Wei Y.-C.
    Zhao W.
    Hangkong Dongli Xuebao/Journal of Aerospace Power, 2017, 32 (03): : 513 - 518
  • [37] ONLINE ACTIVITY MATCHING USING WIRELESS SENSOR NODES
    Horst, Arie
    Meratnia, Nirvana
    PECCS 2011: PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON PERVASIVE AND EMBEDDED COMPUTING AND COMMUNICATION SYSTEMS, 2011, : 22 - 31
  • [38] Localization of wireless sensor nodes using proximity information
    Agrawal, Piyush
    Ghosh, R. K.
    Das, Sajal K.
    PROCEEDINGS - 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, VOLS 1-3, 2007, : 485 - +
  • [39] Using Relay Nodes in Wireless Sensor Networks: A Review
    Senouci, Mustapha Reda
    Zafer, Mostefa
    Aissani, Mohamed
    PROCEEDINGS OF THE 2019 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2019, : 479 - 486
  • [40] Footbridge system identification using wireless inertial measurement units for force and response measurements
    Brownjohn, James Mark William
    Bocian, Mateusz
    Hester, David
    Quattrone, Antonino
    Hudson, William
    Moore, Daniel
    Goh, Sushma
    Lim, Meng Sun
    JOURNAL OF SOUND AND VIBRATION, 2016, 384 : 339 - 355