Two-dimensional full-field displacement reconstruction of lattice towers using data fusion method: Theoretical study and experimental validation

被引:3
|
作者
Zhang, Qing [1 ]
Fu, Xing [1 ]
Ren, Liang [1 ]
Li, Hong-Nan [1 ]
机构
[1] Dalian Univ Technol, Key Lab Coastal & Offshore Engn, Dalian 116023, Peoples R China
关键词
Lattice tower; Field measurements; Full-field displacement reconstruction; Strain-displacement mapping method; Data fusion; BRIDGE DISPLACEMENT; ACCELERATION; DEFLECTION; TRACKING; SENSORS;
D O I
10.1016/j.tws.2022.110189
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Full-field displacement measurement of lattice tower is very important for assessing its service conditions. However, most of the existing measurement techniques or reconstruction methods only can obtain the point-type displacement or not suitable for lattice tower. To fill this gap, this paper proposes a data fusion method to reconstruct two-dimensional full-field displacement of lattice tower via strain and acceleration. First, lattice tower was simplified to thin-walled variable-section cantilever beam, then full-field displacement is calculated from the strain based on strain decomposition and modal conversion principles, and a novel data fusion algorithm is developed to fuse the strain-derived displacement and acceleration to acquire more accurate results. The effectiveness of the proposed method is verified by the numerical simulation of the transmission tower structure under wind loads, the results show that the full-field displacement can be calculated, and the reconstructed error of the highest point is only 1%. Then the parametric analysis illustrates that the proposed method has excellent performance under the influence of high sampling ratio or strong noise. The field measurements of the full-scale lattice tower are conducted to further verify the feasibility, and the results show that the reconstructed displacement value of the highest point differs from the observation value of the total station by a maximum of 5.4 mm, accounting for only 6% of the measured value.
引用
收藏
页数:14
相关论文
共 28 条
  • [21] An experimental and theoretical study of a jet-pump refrigeration system designed using a new two-dimensional model for the entrainment region of the ejector
    Soroureddin, Amir
    Mehr, Ali Saberi
    Mahmoudi, S. M. S.
    Yari, Mortaza
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2013, 227 (04) : 486 - 497
  • [22] Numerical study of the Rayleigh-Benard convection in two-dimensional cavities heated by elliptical heat sources using the lattice Boltzmann method
    Chaabane, Raoudha
    Kolsi, Lioua
    Jemni, Abdelmajid
    Alshammari, Naif K.
    D'Orazio, Annunziata
    PHYSICS OF FLUIDS, 2021, 33 (12)
  • [23] Entropy generation of the laminar and mixed flow of alumina/water nanofluid flow in a two-dimensional rectangular enclosure affected by a magnetic field using the lattice Boltzmann method
    Alqaed, Saeed
    Mustafa, Jawed
    Almehmadi, Fahad Awjah
    Alharthi, Mathkar A.
    Elattar, H. F.
    Refaey, H. A.
    Aybar, Hikmet S.
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2023, 151 : 187 - 198
  • [24] In operando study of the high voltage spinel cathode material LiNi0.5Mn1.5O4 using two dimensional full-field spectroscopic imaging of Ni and Mn
    Bauer, Sondes
    de Biasi, Lea
    Glatthaar, Sven
    Toukam, Leonel
    Gesswein, Holger
    Baumbach, Tilo
    PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2015, 17 (25) : 16388 - 16397
  • [25] Experimental determination of local convection heat transfer coefficient field using two-dimensional and dynamic infrared thermography (2DD-IRT) method
    Patorski, J. A.
    Groeschel, F.
    THERMOSENSE XXVIII, 2006, 6205
  • [26] Accurate two-dimensional echocardiographic evaluation of right ventricular shape and volume using a combination of Fourier analysis and Simpson's biplane method: In vitro validation study
    Munoz, RA
    Marcus, E
    Colan, SD
    Stanchak, L
    vanderVelde, M
    Wessel, DL
    CIRCULATION, 1997, 96 (08) : 2624 - 2624
  • [27] Flow field reconstruction and prediction of the two-dimensional cylinder flow using data-driven physics-informed neural network combined with long short-term memory
    Dou, Yehao
    Han, Xun
    Lin, Pengzhi
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 149
  • [28] Entropy generation of the laminar and mixed flow of alumina/water nanofluid flow in a two-dimensional rectangular enclosure affected by a magnetic field using the lattice Boltzmann method (Expression of Concern of Vol 151, Pg 187, 2023)
    Alqaed, Saeed
    Mustafa, Jawed
    Almehmadi, Fahad Awjah
    Alharthi, Mathkar A.
    Elattar, H. F.
    Refaey, H. A.
    Aybar, Hikmet S.
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2024, 165