TY - JOUR
T1 - Research on fault characteristics and signal transfer path mechanism of the gear transmission system
AU - Gao, Pu
AU - Yan, Qi
AU - Liu, Hui
AU - Xiang, Changle
AU - Chen, Ke
N1 - Publisher Copyright:
© 2025 Elsevier Ltd
PY - 2025/4/1
Y1 - 2025/4/1
N2 - The structure of the gear transmission system is complex, the working conditions are changeable, and the system fault forms are various, which leads to the difficulty of diagnosis, identification and location of typical faults. Therefore, it is necessary to carry out research on the fault characteristics and path transmission mechanism of the gear transmission system. In this paper, various fault models for key components, including gears, splines, and bearings, are established. The research then proceeds to analyze the mapping law of typical fault characteristics in the frequency domain. Subsequently, the Operational Transfer Path Analysis (OTPA) method is employed to construct the transfer rate matrix for the gear system. Furthermore, the OTPA model is refined through the use of singular value decomposition (SVD) and principal component analysis (PCA). Ultimately, the fault signal transmission paths are examined within a specific system, and the contribution of different frequency bands for each path is calculated. By sequencing these contributions, the dominant transfer path for fault signal transfer is identified. Additionally, an evaluation mechanism for the transfer path is established, providing theoretical guidance for the arrangement of the surface of a typical fault-sensitive measurement point system. This research strongly supports the ongoing investigation into fault diagnosis, operation, and maintenance of gear transmission systems.
AB - The structure of the gear transmission system is complex, the working conditions are changeable, and the system fault forms are various, which leads to the difficulty of diagnosis, identification and location of typical faults. Therefore, it is necessary to carry out research on the fault characteristics and path transmission mechanism of the gear transmission system. In this paper, various fault models for key components, including gears, splines, and bearings, are established. The research then proceeds to analyze the mapping law of typical fault characteristics in the frequency domain. Subsequently, the Operational Transfer Path Analysis (OTPA) method is employed to construct the transfer rate matrix for the gear system. Furthermore, the OTPA model is refined through the use of singular value decomposition (SVD) and principal component analysis (PCA). Ultimately, the fault signal transmission paths are examined within a specific system, and the contribution of different frequency bands for each path is calculated. By sequencing these contributions, the dominant transfer path for fault signal transfer is identified. Additionally, an evaluation mechanism for the transfer path is established, providing theoretical guidance for the arrangement of the surface of a typical fault-sensitive measurement point system. This research strongly supports the ongoing investigation into fault diagnosis, operation, and maintenance of gear transmission systems.
KW - Contribution
KW - Fault characteristics
KW - Gear transmission system
KW - Operational Transfer Path Analysis
KW - Transfer rate matrix
UR - https://www.scopus.com/pages/publications/85218238751
U2 - 10.1016/j.ymssp.2025.112471
DO - 10.1016/j.ymssp.2025.112471
M3 - Article
AN - SCOPUS:85218238751
SN - 0888-3270
VL - 228
JO - Mechanical Systems and Signal Processing
JF - Mechanical Systems and Signal Processing
M1 - 112471
ER -