Hierarchical model updating strategy of complex assembled structures with uncorrelated dynamic modes

被引:52
作者
Fei, Chengwei [1 ]
Liu, Haotian [1 ]
Choy, Yatsze [3 ]
Han, Lei [1 ]
Patricia Liem, Rhea [2 ]
机构
[1] Fudan Univ, Dept Aeronaut & Astronaut, Shanghai 200433, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Mech & Aerosp Engn, Hong Kong 999077, Peoples R China
[3] Hong Kong Polytech Univ, Dept Mech Engn, Hong Kong 999077, Peoples R China
基金
中国国家自然科学基金;
关键词
Aeroengine casings; Assembled structures; Correlated mode pair; Hierarchical model updating; Objective function; Uncorrelated modes; RESPONSE-SURFACE METHOD; SENSITIVITY-ANALYSIS; BOLTED JOINTS; RELIABILITY;
D O I
10.1016/j.cja.2021.03.023
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
In structural simulation and design, an accurate computational model directly determines the effectiveness of performance evaluation. To establish a high-fidelity dynamic model of a complex assembled structure, a Hierarchical Model Updating Strategy (HMUS) is developed for Finite Element (FE) model updating with regard to uncorrelated modes. The principle of HMUS is first elaborated by integrating hierarchical modeling concept, model updating technology with proper uncorrelated mode treatment, and parametric modeling. In the developed strategy, the correct correlated mode pairs amongst the uncorrelated modes are identified by an error minimization procedure. The proposed updating technique is validated by the dynamic FE model updating of a simple fixed-fixed beam. The proposed HMUS is then applied to the FE model updating of an aeroengine stator system (casings) to demonstrate its effectiveness. Our studies reveal that (A) parametric modeling technique is able to build an efficient equivalent model by simplifying complex structure in geometry while ensuring the consistency of mechanical characteristics; (B) the developed model updating technique efficiently processes the uncorrelated modes and precisely identifies correct Correlated Mode Pairs (CMPs) between FE model and experiment; (C) the proposed HMUS is accurate and efficient in the FE model updating of complex assembled structures such as aeroengine casings with large-scale model, complex geometry, high-nonlinearity and numerous parameters; (D) it is appropriate to update a complex structural FE model parameterized. The efforts of this study provide an efficient updating strategy for the dynamic model updating of complex assembled structures with experimental test data, which is promising to promote the precision and feasibility of simulation-based design optimization and performance evaluation of complex structures. (c) 2021 Chinese Society of Aeronautics and Astronautics. Production and hosting by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:281 / 296
页数:16
相关论文
共 52 条
  • [21] Investigation of model uncertainties in Bayesian structural model updating
    Goller, B.
    Schueller, G. I.
    [J]. JOURNAL OF SOUND AND VIBRATION, 2011, 330 (25) : 6122 - 6136
  • [22] Probability-based service safety life prediction approach of raw and treated turbine blades regarding combined cycle fatigue
    Han, Lei
    Chen, Cao
    Guo, Tongyue
    Lu, Cheng
    Fei, Chengwei
    Zhao, Yongjun
    Hu, Yan
    [J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2021, 110
  • [23] Efficient aerodynamic shape optimization using variable-fidelity surrogate models and multilevel computational grids
    Han, Zhonghua
    Xu, Chenzhou
    Zhang, Liang
    Zhang, Yu
    Zhang, Keshi
    Song, Wenping
    [J]. CHINESE JOURNAL OF AERONAUTICS, 2020, 33 (01) : 31 - 47
  • [24] Model updating of a dynamic system in a high-temperature environment based on a hierarchical method
    He Cheng
    Chen Guoping
    He Huan
    Sun Rujie
    [J]. FINITE ELEMENTS IN ANALYSIS AND DESIGN, 2013, 77 : 59 - 68
  • [25] FINITE-ELEMENT MODEL UPDATING USING FREQUENCY-RESPONSE FUNCTION DATA .2. CASE-STUDY ON A MEDIUM-SIZE FINITE-ELEMENT MODEL
    IMREGUN, M
    SANLITURK, KY
    EWINS, DJ
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1995, 9 (02) : 203 - 213
  • [26] FINITE-ELEMENT MODEL UPDATING USING FREQUENCY-RESPONSE FUNCTION DATA .1. THEORY AND INITIAL INVESTIGATION
    IMREGUN, M
    VISSER, WJ
    EWINS, DJ
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1995, 9 (02) : 187 - 202
  • [27] Multi-extremum-modified response basis model for nonlinear response prediction of dynamic turbine blisk
    Keshtegar, Behrooz
    Bagheri, Mansour
    Fei, Cheng-Wei
    Lu, Cheng
    Taylan, Osman
    Duc-Kien Thai
    [J]. ENGINEERING WITH COMPUTERS, 2022, 38 (SUPPL 2) : 1243 - 1254
  • [28] Finite element analysis and modeling of structure with bolted joints
    Kim, Jeong
    Yoon, Joo-Cheol
    Kang, Beom-Soo
    [J]. APPLIED MATHEMATICAL MODELLING, 2007, 31 (05) : 895 - 911
  • [29] Experimental validation of a complex, large-scale, rigid-body mechanism
    Langerholc, Marko
    Cesnik, Martin
    Slavic, Janko
    Boltezar, Miha
    [J]. ENGINEERING STRUCTURES, 2012, 36 : 220 - 227
  • [30] Sensitivity analysis of modal assurance criteria of damped systems
    Lei, Sheng
    Mao, Kuanmin
    Li, Li
    Xiao, Weiwei
    Li, Bin
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2017, 23 (04) : 632 - 644