An implicit multistep numerical method for real-time simulation of stiff systems

被引:1
|
作者
Lei, Zhang [1 ]
Jie, Li [2 ]
Menglu, Wang [1 ]
Mengya, Liu [1 ]
机构
[1] Henan Univ, Sch Phys & Elect, Jinming St, Kaifeng 475001, Henan, Peoples R China
[2] Henan Univ, Sch Comp & Informat Engn, Kaifeng, Henan, Peoples R China
来源
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL | 2021年 / 97卷 / 12期
基金
中国国家自然科学基金;
关键词
Real-time simulation; stiff equation; numerical method; minor step; efficiency; INTEGRATION; FORMULA; ERROR;
D O I
10.1177/00375497211021653
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Simulating a physical system in real-time is widely used in equipment design, test, and validation. Though an implicit multistep numerical method excels at solving physical models that are usually composed of stiff ordinary differential equations, it is not suitable for real-time simulation because of state discontinuity and massive iterations for root finding. Thus, a method based on the backward differential formula is presented. It divides the main fixed step of real-time simulation into limited minor steps according to computing cost and accuracy demand. By analyzing and testing its capability, this method shows advantage and efficiency in real-time simulation, especially when the system contains stiff equations. A simulation application will have more flexibility while using this method.
引用
收藏
页码:835 / 848
页数:14
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