AIP Advances • Vol 11 • No 8
Comparative study of modal decomposition and dynamic equation reconstruction in data-driven modeling
August 2021 • Zhenglong Yin, Bo Fan, Zijing Ding, Zongyu Wu, Yong Chen
Due to the increasing complexity of dynamic systems, it is increasingly difficult for traditional mathematical methods to meet the modeling requirements of complex dynamic systems. With the continuous innovation of computer and big data technologies, massive data can be easily obtained and stored. Therefore, studies of dynamic system modeling through data-driven approaches have attracted more and more researchers’ attention. This paper compares the dynamic mode decomposition method and dynamic equation reconstruct…