TY - GEN
T1 - Estimation of Transverse Natural Frequencies of a Rotor System Using the Rayleigh-Ritz Method with the Gram-Schmidt Orthogonalization
AU - Ran, Liaoyuan
AU - Halim, Dunant
AU - Thein, Chung Ket
AU - Galea, Michael
N1 - Publisher Copyright:
© 2021 ACM.
PY - 2021/12/3
Y1 - 2021/12/3
N2 - This work aims to investigate the effectiveness of the Gram-Schmidt orthogonalization in conjunction with the Rayleigh-Ritz method for estimating transverse natural frequencies of a rotor system. For this purpose, the Gram-Schmidt orthogonalization process was used to estimate the mode shapes of the rotor system, which satisfied its geometric boundary conditions. The relationship between the spatial error distribution of mode shape and the accuracy of estimated transverse natural frequencies was explored in this work. Through comparison of the approximate model with the finite element model of a rotor system, it was observed that the spatial error distribution of each mode shape influenced the accuracy of the associated natural frequency estimation differently, with the first mode being more sensitive to the ratio of rotor thickness to the shaft length, compared to the second mode. It was shown that for a particular range of rotor thickness-to-shaft length ratio, the use of the Gram-Schmidt orthogonalization with the Rayleigh-Ritz method could provide a sufficiently accurate estimation of transverse natural frequencies of a rotor system, which could be used for a rotor system with a variety of boundary conditions.
AB - This work aims to investigate the effectiveness of the Gram-Schmidt orthogonalization in conjunction with the Rayleigh-Ritz method for estimating transverse natural frequencies of a rotor system. For this purpose, the Gram-Schmidt orthogonalization process was used to estimate the mode shapes of the rotor system, which satisfied its geometric boundary conditions. The relationship between the spatial error distribution of mode shape and the accuracy of estimated transverse natural frequencies was explored in this work. Through comparison of the approximate model with the finite element model of a rotor system, it was observed that the spatial error distribution of each mode shape influenced the accuracy of the associated natural frequency estimation differently, with the first mode being more sensitive to the ratio of rotor thickness to the shaft length, compared to the second mode. It was shown that for a particular range of rotor thickness-to-shaft length ratio, the use of the Gram-Schmidt orthogonalization with the Rayleigh-Ritz method could provide a sufficiently accurate estimation of transverse natural frequencies of a rotor system, which could be used for a rotor system with a variety of boundary conditions.
KW - Rotordynamics
KW - Gram-Schmidt orthogonalization
KW - Rotor systems
KW - Transverse vibration
KW - Rayleigh-Ritz method
UR - http://www.scopus.com/inward/record.url?scp=85132182422&partnerID=8YFLogxK
U2 - 10.1145/3518781.3519195
DO - 10.1145/3518781.3519195
M3 - Conference contribution
AN - SCOPUS:85132182422
T3 - ACM International Conference Proceeding Series
SP - 132
EP - 137
BT - Proceedings - 2021 International Conference on Mechanical, Aerospace and Automotive Engineering, CMAAE 2021
PB - Association for Computing Machinery
CY - New York
T2 - 2021 International Conference on Mechanical, Aerospace and Automotive Engineering, CMAAE 2021
Y2 - 3 December 2021 through 5 December 2021
ER -