Application of multilevel scheme and two level discretization for POD based model order reduction of nonlinear transient heat transfer problems

被引:11
作者
Gaonkar, A. K. [1 ]
Kulkarni, S. S. [1 ]
机构
[1] Indian Inst Technol, Dept Mech Engn, Bombay 400076, Maharashtra, India
关键词
Model order reduction; Proper orthogonal decomposition; Multilevel schemes; Two-level discretization; Nonlinear heat transfer; PROPER ORTHOGONAL DECOMPOSITION; COHERENT STRUCTURES; SYSTEMS; SIMULATION; TURBULENCE; DYNAMICS;
D O I
10.1007/s00466-014-1089-y
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In the present paper, a method to reduce the computational cost associated with solving a nonlinear transient heat conduction problem is presented. The proposed method combines the ideas of two level discretization and the multilevel time integration schemes with the proper orthogonal decomposition model order reduction technique. The accuracy and the computational efficiency of the proposed methods is discussed. Several numerical examples are presented for validation of the approach. Compared to the full finite element model, the proposed method significantly reduces the computational time while maintaining an acceptable level of accuracy.
引用
收藏
页码:179 / 191
页数:13
相关论文
共 27 条
[21]   A fast reduced-order model for radial integral boundary element method based on proper orthogonal decomposition in nonlinear transient heat conduction problems [J].
Jiang, Genghui ;
Liu, Huayu ;
Yang, Kai ;
Gao, Xiaowei .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2020, 368
[22]   Dynamic heat transfer simulation method of building envelope based on Laguerre polynomials model order reduction [J].
Kong, Qiongxiang ;
Dong, Shuqi ;
Miao, Zhen ;
Ma, Zhendi ;
Ai, Jian ;
Wang, Peifen .
JOURNAL OF BUILDING PERFORMANCE SIMULATION, 2021, 14 (06) :646-665
[23]   Study on a BFC-Based POD-Galerkin Reduced-Order Model for the Unsteady-State Variable-Property Heat Transfer Problem [J].
Han, Dongxu ;
Yu, Bo ;
Zhang, Xinyu .
NUMERICAL HEAT TRANSFER PART B-FUNDAMENTALS, 2014, 65 (03) :256-281
[24]   Two-level implicit high order method based on half-step discretization for 1D unsteady biharmonic problems of first kind [J].
Kaur, Deepti ;
Mohanty, R. K. .
APPLIED NUMERICAL MATHEMATICS, 2019, 139 :1-14
[25]   Calculation of design sensitivity for large-size transient dynamic problems using Krylov subspace-based model order reduction [J].
Han, Jeong Sam .
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2013, 27 (09) :2789-2800
[26]   Calculation of design sensitivity for large-size transient dynamic problems using Krylov subspace-based model order reduction [J].
Jeong Sam Han .
Journal of Mechanical Science and Technology, 2013, 27 :2789-2800
[27]   A novel dimension reduction model based on POD and two-grid Crank-Nicolson mixed finite element methods for 3D nonlinear elastodynamic sine-Gordon problem [J].
Jing, Luru ;
Teng, Fei ;
Feng, Minfu ;
Li, Huanrong ;
Yang, Jing ;
Luo, Zhendong .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2025, 140