TY - JOUR
T1 - Model reduction to spectral submanifolds and forced-response calculation in high-dimensional mechanical systems
AU - Ponsioen, Sten
AU - Jain, Shobhit
AU - Haller, George
PY - 2020
Y1 - 2020
N2 - We show how spectral submanifold (SSM) theory can be used to extract forced-response curves without any numerical simulation in high-degree-of-freedom, periodically forced mechanical systems. We use multivariate recurrence relations to construct the SSMs, achieving a major speed-up relative to earlier autonomous SSM algorithms. The increase in computational efficiency promises to close the current gap between studying lower-dimensional academic examples and analyzing larger systems obtained from finite-element modeling, as we illustrate on two different discretized damped-forced beam models. Using the exact reduction procedure via SSMs for obtaining forced response curves, we further demonstrate speed gains of several orders in magnitude relative to the available state-of-the-art continuation packages, while retaining accuracy.
AB - We show how spectral submanifold (SSM) theory can be used to extract forced-response curves without any numerical simulation in high-degree-of-freedom, periodically forced mechanical systems. We use multivariate recurrence relations to construct the SSMs, achieving a major speed-up relative to earlier autonomous SSM algorithms. The increase in computational efficiency promises to close the current gap between studying lower-dimensional academic examples and analyzing larger systems obtained from finite-element modeling, as we illustrate on two different discretized damped-forced beam models. Using the exact reduction procedure via SSMs for obtaining forced response curves, we further demonstrate speed gains of several orders in magnitude relative to the available state-of-the-art continuation packages, while retaining accuracy.
KW - Forced-response curves
KW - Model-order reduction
KW - Spectral submanifolds
UR - http://www.scopus.com/inward/record.url?scp=85089394773&partnerID=8YFLogxK
U2 - 10.1016/j.jsv.2020.115640
DO - 10.1016/j.jsv.2020.115640
M3 - Article
AN - SCOPUS:85089394773
SN - 0022-460X
VL - 488
JO - Journal of Sound and Vibration
JF - Journal of Sound and Vibration
M1 - 115640
ER -