Reduced order models using generalized eigenanalysis

被引:12
|
作者
Ripepi, M. [1 ]
Masarati, P. [1 ]
机构
[1] Politecn Milan, Dipartimento Ingn Aerospaziale, I-20156 Milan, Italy
关键词
eigensolution; model order reduction; generalized Schur decomposition; MULTIBODY; DYNAMICS; REDUCTION; STABILITY;
D O I
10.1177/14644193JMBD254
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This article discusses the use of generalized eigenanalysis to extract reduced order models from the linearization of structural and aeroelastic problems written in differential-algebraic form. These problems may arise from multi-body analysis and in general from mixed approaches, where a high degree of generality and modelling flexibility are sought. A method based on a shift technique is proposed, that allows to exploit the regularity of the matrix pencil resulting from the linearization of differential-algebraic problems. Alternatively, the generalized Schur decomposition, or QZ decomposition, is directly used to select a cluster of eigenvalues related to the dynamic states. The two approaches are used to reduce the model to ordinary differential in state-space form. The two methods are applied to simple numerical problems, highlighting their robustness and versatility compared to other techniques. They are also applied to numerical models of a high-altitude long endurance aircraft obtained using a free general-purpose multi-body solver and a dedicated mixed variational solver.
引用
收藏
页码:52 / 65
页数:14
相关论文
共 50 条
  • [21] REDUCED-ORDER MODELS USING OPTIMAL LAGUERRE APPROXIMATIONS
    OLIVIER, PD
    ELECTRONICS LETTERS, 1987, 23 (06) : 257 - 259
  • [22] Probabilistic rotor life assessment using reduced order models
    Beachkofski, Brian K.
    SHOCK AND VIBRATION, 2009, 16 (06) : 581 - 591
  • [23] Reduced Order Modeling for Systems with Parametric Uncertainty Using Proper Generalized Decomposition
    Dutta, Parikshit
    2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 613 - 618
  • [24] Reduced-encoding MRI using higher-order Generalized Series
    Hernando, Diego
    Haldar, Justin
    Liang, Zhi-Pei
    2006 3RD IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: MACRO TO NANO, VOLS 1-3, 2006, : 29 - +
  • [25] A generalized zoning framework for development of CFD-based reduced-order compartment models
    Liu, Guanyang
    Wilhite, Benjamin A.
    AICHE JOURNAL, 2023, 69 (07)
  • [26] An adaptive sampling algorithm for reduced-order models using Isomap
    Halder, Rakesh
    Fidkowski, Krzysztof J.
    Maki, Kevin J.
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2024, 125 (08)
  • [28] Distribution of Flow in an Arteriovenous Fistula Using Reduced-Order Models
    Ventre, Jeanne
    Abou Taam, Salam
    Fullana, Jose Maria
    Lagree, Pierre-Yves
    JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2021, 143 (10):
  • [29] Fault diagnosis and fault tolerant control using reduced order models
    Manuja, Seerna
    Narasimhan, Shankar
    Patwardhan, Sachin
    CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2008, 86 (04): : 791 - 803
  • [30] Robust control design for an electrohydraulic system using reduced order models
    Popescu, Dan
    Bobasu, Eugen
    WSEAS Transactions on Systems, 2006, 5 (07): : 1525 - 1531