TY - JOUR
T1 - A Generalized Constraint Reduction Method for Reduced Order MBS Models
AU - Stadlmayr, Daniel
AU - Witteveen, Wolfgang
AU - Steiner, Wolfgang
N1 - Publisher Copyright:
© 2016, The Author(s).
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2017/11/1
Y1 - 2017/11/1
N2 - In this paper we deal with the problem of ill-conditioned reduced order models in the context of redundant formulated nonlinear multibody system dynamics. Proper Orthogonal Decomposition is applied to reduce the physical coordinates, resulting in an overdetermined system. As the original set of algebraic constraint equations becomes, at least partially, redundant, we propose a generalized constraint reduction method, based on the ideas of Principal Component Analysis, to identify a unique and well-conditioned set of reduced constraint equations. Finally, a combination of reduced physical coordinates and reduced constraint coordinates are applied to one purely rigid and one partly flexible large-scale model, pointing out method strengths but also applicability limitations.
AB - In this paper we deal with the problem of ill-conditioned reduced order models in the context of redundant formulated nonlinear multibody system dynamics. Proper Orthogonal Decomposition is applied to reduce the physical coordinates, resulting in an overdetermined system. As the original set of algebraic constraint equations becomes, at least partially, redundant, we propose a generalized constraint reduction method, based on the ideas of Principal Component Analysis, to identify a unique and well-conditioned set of reduced constraint equations. Finally, a combination of reduced physical coordinates and reduced constraint coordinates are applied to one purely rigid and one partly flexible large-scale model, pointing out method strengths but also applicability limitations.
KW - Constraint reduction
KW - Galerkin projection
KW - Model order reduction
KW - Proper Orthogonal Decomposition
KW - Redundant coordinates
UR - http://www.scopus.com/inward/record.url?scp=84994706931&partnerID=8YFLogxK
U2 - 10.1007/s11044-016-9557-0
DO - 10.1007/s11044-016-9557-0
M3 - Article
SN - 1573-272X
VL - 41
SP - 259
EP - 274
JO - Multibody System Dynamics
JF - Multibody System Dynamics
IS - 3
ER -