Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads

Long Chen; Dong Zhen; Zhanbo Cui; Guojin Feng; Hao Zhang; Fengshou Gu

doi:10.1007/978-3-031-69483-7_45

Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads

Long Chen, Dong Zhen, Zhanbo Cui, Guojin Feng, Hao Zhang, Fengshou Gu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Aiming at the problem that it is difficult to accurately identify faults in time-frequency analysis of vibration signals of planetary gear systems under transient loads, this paper carries out a dynamic characterization study and proposes an order analysis approach to identify fault information. Firstly, a translation-torsion dynamic model of the planetary gear system is constructed by comprehensively considering various factors such as transient load, static transmission error and time-varying vibration transmission path, which reveals the influence law of transient load on the dynamic characteristics of the system. Secondly, due to the difficulty of accurately identifying fault information in the spectrum of vibration signals under transient loading an order analysis method is proposed, analyzed the relationship between the characteristic order as well as the characteristic frequency. Finally, the correctness of the simulation model and the effectiveness of order analysis for fault identification of transient loaded planetary gear systems are verified using experiments.

Original language	English
Title of host publication	Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP
Editors	Tongtong Liu, Fan Zhang, Shiqing Huang, Jingjing Wang, Fengshou Gu
Publisher	Springer, Cham
Pages	498-511
Number of pages	14
Volume	169
ISBN (Electronic)	9783031694837
ISBN (Print)	9783031694820, 9783031694851
DOIs	https://doi.org/10.1007/978-3-031-69483-7_45
Publication status	Published - 4 Sept 2024
Event	TEPEN International Workshop on Fault Diagnostic and Prognostic - Qingdao, China Duration: 8 May 2024 → 11 May 2024

Publication series

Name	Mechanisms and Machine Science
Publisher	Springer
Volume	169 MMS
ISSN (Print)	2211-0984
ISSN (Electronic)	2211-0992

Conference

Conference	TEPEN International Workshop on Fault Diagnostic and Prognostic
Abbreviated title	TEPEN2024-IWFDP
Country/Territory	China
City	Qingdao
Period	8/05/24 → 11/05/24

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

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Cite this

Chen, L., Zhen, D., Cui, Z., Feng, G., Zhang, H., & Gu, F. (2024). Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads. In T. Liu, F. Zhang, S. Huang, J. Wang, & F. Gu (Eds.), Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP (Vol. 169, pp. 498-511). (Mechanisms and Machine Science; Vol. 169 MMS). Springer, Cham. https://doi.org/10.1007/978-3-031-69483-7_45

Chen, Long ; Zhen, Dong ; Cui, Zhanbo et al. / Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads. Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP. editor / Tongtong Liu ; Fan Zhang ; Shiqing Huang ; Jingjing Wang ; Fengshou Gu. Vol. 169 Springer, Cham, 2024. pp. 498-511 (Mechanisms and Machine Science).

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title = "Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads",

abstract = "Aiming at the problem that it is difficult to accurately identify faults in time-frequency analysis of vibration signals of planetary gear systems under transient loads, this paper carries out a dynamic characterization study and proposes an order analysis approach to identify fault information. Firstly, a translation-torsion dynamic model of the planetary gear system is constructed by comprehensively considering various factors such as transient load, static transmission error and time-varying vibration transmission path, which reveals the influence law of transient load on the dynamic characteristics of the system. Secondly, due to the difficulty of accurately identifying fault information in the spectrum of vibration signals under transient loading an order analysis method is proposed, analyzed the relationship between the characteristic order as well as the characteristic frequency. Finally, the correctness of the simulation model and the effectiveness of order analysis for fault identification of transient loaded planetary gear systems are verified using experiments.",

keywords = "Dynamic Characterization, Order Analysis, Planetary Gear Systems, Transient Load",

author = "Long Chen and Dong Zhen and Zhanbo Cui and Guojin Feng and Hao Zhang and Fengshou Gu",

note = "Funding Information: This research was funded by National Natural Science Foundation (Grant No. 52275101), Tianjin Natural Science Foundation (Grant No. 21JCZDJC00720), Hebei Provincial Department of Education (Grant No. C20220315). Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; TEPEN International Workshop on Fault Diagnostic and Prognostic, TEPEN2024-IWFDP ; Conference date: 08-05-2024 Through 11-05-2024",

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doi = "10.1007/978-3-031-69483-7\_45",

language = "English",

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volume = "169",

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publisher = "Springer, Cham",

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editor = "Tongtong Liu and Fan Zhang and Shiqing Huang and Jingjing Wang and Fengshou Gu",

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Chen, L, Zhen, D, Cui, Z, Feng, G, Zhang, H & Gu, F 2024, Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads. in T Liu, F Zhang, S Huang, J Wang & F Gu (eds), Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP. vol. 169, Mechanisms and Machine Science, vol. 169 MMS, Springer, Cham, pp. 498-511, TEPEN International Workshop on Fault Diagnostic and Prognostic, Qingdao, China, 8/05/24. https://doi.org/10.1007/978-3-031-69483-7_45

Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads. / Chen, Long; Zhen, Dong; Cui, Zhanbo et al.
Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP. ed. / Tongtong Liu; Fan Zhang; Shiqing Huang; Jingjing Wang; Fengshou Gu. Vol. 169 Springer, Cham, 2024. p. 498-511 (Mechanisms and Machine Science; Vol. 169 MMS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads

AU - Chen, Long

AU - Zhen, Dong

AU - Cui, Zhanbo

AU - Feng, Guojin

AU - Zhang, Hao

AU - Gu, Fengshou

N1 - Funding Information: This research was funded by National Natural Science Foundation (Grant No. 52275101), Tianjin Natural Science Foundation (Grant No. 21JCZDJC00720), Hebei Provincial Department of Education (Grant No. C20220315). Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

PY - 2024/9/4

Y1 - 2024/9/4

N2 - Aiming at the problem that it is difficult to accurately identify faults in time-frequency analysis of vibration signals of planetary gear systems under transient loads, this paper carries out a dynamic characterization study and proposes an order analysis approach to identify fault information. Firstly, a translation-torsion dynamic model of the planetary gear system is constructed by comprehensively considering various factors such as transient load, static transmission error and time-varying vibration transmission path, which reveals the influence law of transient load on the dynamic characteristics of the system. Secondly, due to the difficulty of accurately identifying fault information in the spectrum of vibration signals under transient loading an order analysis method is proposed, analyzed the relationship between the characteristic order as well as the characteristic frequency. Finally, the correctness of the simulation model and the effectiveness of order analysis for fault identification of transient loaded planetary gear systems are verified using experiments.

AB - Aiming at the problem that it is difficult to accurately identify faults in time-frequency analysis of vibration signals of planetary gear systems under transient loads, this paper carries out a dynamic characterization study and proposes an order analysis approach to identify fault information. Firstly, a translation-torsion dynamic model of the planetary gear system is constructed by comprehensively considering various factors such as transient load, static transmission error and time-varying vibration transmission path, which reveals the influence law of transient load on the dynamic characteristics of the system. Secondly, due to the difficulty of accurately identifying fault information in the spectrum of vibration signals under transient loading an order analysis method is proposed, analyzed the relationship between the characteristic order as well as the characteristic frequency. Finally, the correctness of the simulation model and the effectiveness of order analysis for fault identification of transient loaded planetary gear systems are verified using experiments.

KW - Dynamic Characterization

KW - Order Analysis

KW - Planetary Gear Systems

KW - Transient Load

UR - https://www.scopus.com/pages/publications/85204355716

UR - https://doi.org/10.1007/978-3-031-69483-7

U2 - 10.1007/978-3-031-69483-7_45

DO - 10.1007/978-3-031-69483-7_45

M3 - Conference contribution

AN - SCOPUS:85204355716

SN - 9783031694820

SN - 9783031694851

VL - 169

T3 - Mechanisms and Machine Science

SP - 498

EP - 511

BT - Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP

A2 - Liu, Tongtong

A2 - Zhang, Fan

A2 - Huang, Shiqing

A2 - Wang, Jingjing

A2 - Gu, Fengshou

PB - Springer, Cham

T2 - TEPEN International Workshop on Fault Diagnostic and Prognostic

Y2 - 8 May 2024 through 11 May 2024

ER -

Chen L, Zhen D, Cui Z, Feng G, Zhang H, Gu F. Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads. In Liu T, Zhang F, Huang S, Wang J, Gu F, editors, Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP. Vol. 169. Springer, Cham. 2024. p. 498-511. (Mechanisms and Machine Science). Epub 2024 Sept 3. doi: 10.1007/978-3-031-69483-7_45

Dynamic Characterization and Fault Identification of Planetary Gear Systems Under Transient Loads

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