TY - JOUR
T1 - A Newton iteration-based interval analysis method for nonlinear structural systems with uncertain-but-bounded parameters
AU - Qiu, Zhiping
AU - Zhu, Bo
N1 - Publisher Copyright:
© 2021 John Wiley & Sons Ltd.
PY - 2021/9/30
Y1 - 2021/9/30
N2 - In this article, the propagating effect of uncertainties in nonlinear structural systems is investigated. Via considering uncertain-but-bounded parameters as interval variables, a Newton iteration-based interval analysis method (NI-IAM) is proposed to quantify the uncertainty of the nonlinear structural response, namely predicting the upper and lower bounds of the response. In the proposed method, a nonlinear structural system with uncertain interval parameters is described as a series of interval nonlinear equations. With Taylor series expansion, an interval iteration scheme is established to successively approximate the upper and lower bounds of the response based on the Newton method. The structural response bounds in every iteration step are updated by solving linear interval increment determination equations via the Lagrangian multiplier method. Thereout, an uncertain nonlinear problem is simplified to a series of uncertain linear issues. The convergence of the proposed method is further discussed in this article. Numerical examples are provided to demonstrate the effectiveness and applicability of the proposed method by contrast with several existing methods. Moreover, the compatibility between numerical results of the perturbation-based probabilistic method and the proposed method is then studied and verified.
AB - In this article, the propagating effect of uncertainties in nonlinear structural systems is investigated. Via considering uncertain-but-bounded parameters as interval variables, a Newton iteration-based interval analysis method (NI-IAM) is proposed to quantify the uncertainty of the nonlinear structural response, namely predicting the upper and lower bounds of the response. In the proposed method, a nonlinear structural system with uncertain interval parameters is described as a series of interval nonlinear equations. With Taylor series expansion, an interval iteration scheme is established to successively approximate the upper and lower bounds of the response based on the Newton method. The structural response bounds in every iteration step are updated by solving linear interval increment determination equations via the Lagrangian multiplier method. Thereout, an uncertain nonlinear problem is simplified to a series of uncertain linear issues. The convergence of the proposed method is further discussed in this article. Numerical examples are provided to demonstrate the effectiveness and applicability of the proposed method by contrast with several existing methods. Moreover, the compatibility between numerical results of the perturbation-based probabilistic method and the proposed method is then studied and verified.
KW - Newton iteration-based method
KW - Taylor series expansion
KW - interval analysis
KW - nonlinear structural systems
KW - uncertain-but-bounded parameters
UR - https://www.scopus.com/pages/publications/85107850402
U2 - 10.1002/nme.6751
DO - 10.1002/nme.6751
M3 - 文章
AN - SCOPUS:85107850402
SN - 0029-5981
VL - 122
SP - 4922
EP - 4943
JO - International Journal for Numerical Methods in Engineering
JF - International Journal for Numerical Methods in Engineering
IS - 18
ER -