Isogeometric Fatigue Damage Prediction in Large-Scale Composite Structures Driven by Dynamic Sensor Data

被引:81
作者
Bazilevs, Y. [1 ]
Deng, X. [1 ]
Korobenko, A. [1 ]
di Scalea, F. Lanza [1 ]
Todd, M. D. [1 ]
Taylor, S. G. [2 ]
机构
[1] Univ Calif San Diego, Dept Struct Engn, La Jolla, CA 92093 USA
[2] Los Alamos Natl Lab, Los Alamos, NM 87545 USA
来源
JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME | 2015年 / 82卷 / 09期
基金
新加坡国家研究基金会;
关键词
fatigue damage; DDDAS; IGA; Kirchholl-Love shells; digital twin; REPRESENTATIVE VOLUME ELEMENTS; MODAL-ANALYSIS; PART II; MICROSTRUCTURES; SIMULATION; FRAMEWORK; SYSTEMS; MODELS;
D O I
10.1115/1.4030795
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
In this paper, we combine recent developments in modeling of fatigue-damage, isogeometric analysis (IGA) of thin-shell structures, and structural health monitoring (SHIM) to develop a computational steering framework for fatigue-damage prediction in foil-scale laminated composite structures. The main constituents of' the proposed framework are described in detail, and the framework is deployed in the context of an actual fatigue test of a full-scale wind-turbine blade structure. The results indicate that using an advanced computational model informed by in situ SHM data leads to accurate prediction of the damage zone formation, damage progression, and eventual failure of the structure. Although the blade fatigue simulation was driven by test data obtained prior tel the computation, the proposed computational steering framework may be deployed concurrently with structures undergoing fatigue loading.
引用
收藏
页数:12
相关论文
共 42 条
[1]   Reduced models for modal analysis of fluid-structure systems taking into account compressibility and gravity effects [J].
Andrianarison, O. ;
Ohayon, R. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2006, 195 (41-43) :5656-5672
[2]  
[Anonymous], 2009, Isogeometric Analysis: Toward Integration of CAD and FEA, DOI DOI 10.1016/j.advengsoft.2011.06.010
[3]   Isogeometric analysis:: Approximation, stability and error estimates for h-refined meshes [J].
Bazilevs, Y. ;
Da Veiga, L. Beirao ;
Cottrell, J. A. ;
Hughes, T. J. R. ;
Sangalli, G. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2006, 16 (07) :1031-1090
[4]   Isogeometric fluid-structure interaction analysis with emphasis on non-matching discretizations, and with application to wind turbines [J].
Bazilevs, Y. ;
Hsu, M-C. ;
Scott, M. A. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2012, 249 :28-41
[5]   Toward a Computational Steering Framework for Large-Scale Composite Structures Based on Continually and Dynamically Injected Sensor Data [J].
Bazilevs, Y. ;
Marsden, A. L. ;
di Scalea, F. Lanza ;
Majumdar, A. ;
Tatineni, M. .
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2012, 2012, 9 :1149-1158
[6]   A computational procedure for prebending of wind turbine blades [J].
Bazilevs, Y. ;
Hsu, M-C ;
Kiendl, J. ;
Benson, D. J. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2012, 89 (03) :323-336
[7]   3D simulation of wind turbine rotors at full scale. Part II: Fluid-structure interaction modeling with composite blades [J].
Bazilevs, Y. ;
Hsu, M. -C. ;
Kiendl, J. ;
Wuechner, R. ;
Bletzinger, K. -U. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 2011, 65 (1-3) :236-253
[8]   Isogeometric analysis using T-splines [J].
Bazilevs, Y. ;
Calo, V. M. ;
Cottrell, J. A. ;
Evans, J. A. ;
Hughes, T. J. R. ;
Lipton, S. ;
Scott, M. A. ;
Sederberg, T. W. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2010, 199 (5-8) :229-263
[9]   Blended isogeometric shells [J].
Benson, D. J. ;
Hartmann, S. ;
Bazilevs, Y. ;
Hsu, M. -C. ;
Hughes, T. J. R. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2013, 255 :133-146
[10]   A large deformation, rotation-free, isogeometric shell [J].
Benson, D. J. ;
Bazilevs, Y. ;
Hsu, M-C ;
Hughes, T. J. R. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2011, 200 (13-16) :1367-1378