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Employment (1)

East China Jiaotong University: Nanchang, CN

2024-06-24 to present | Lecturer (School of Mechatronics and Vehicle Engineering)
Employment
Source: Self-asserted source
Jiayang Liu

Education and qualifications (3)

Wuhan University: Wuhan, CN

2021-09-01 to 2024-06-30 | Ph.D. (School of Power and Mechanical Engineering)
Education
Source: Self-asserted source
Jiayang Liu

Wuhan University: Wuhan, CN

2018-09-01 to 2021-06-30 | M.S. (School of Power and Mechanical Engineering)
Education
Source: Self-asserted source
Jiayang Liu

Nanchang University: Nanchang, CN

2014-09-01 to 2018-06-30 | B.S. (School of Mechatronic Engineering)
Education
Source: Self-asserted source
Jiayang Liu

Works (15)

A novel multiscale adaptive graph adversarial network for mechanical fault diagnosis

Knowledge-Based Systems
2025-01 | Journal article
DOI: 10.1016/j.knosys.2024.112787
Contributors: Jiayang Liu; Chaobing Wang; Rui Wang; Qian Xiao; Xiaosun Wang; Shijing Wu; Long Zhang
Source: check_circle
Crossref

An Investigation of the Effect of the Fault Degree on the Dynamic Characteristics and Crack Propagation of Rolling Bearings

Applied Sciences
2025-01-24 | Journal article
DOI: 10.3390/app15031198
Contributors: Long Zhang; Zhibin Xiang; Hao Zhang; Wenze Liu; Cong Huang; Tongshuai Qian; Chaobing Wang; Jiayang Liu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Denoising Diffusion Implicit Model Combined with TransNet for Rolling Bearing Fault Diagnosis Under Imbalanced Data

Sensors
2024-12-15 | Journal article
DOI: 10.3390/s24248009
Contributors: Chaobing Wang; Cong Huang; Long Zhang; Zhibin Xiang; Yiwen Xiao; Tongshuai Qian; Jiayang Liu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A multisensory time-frequency features fusion method for rotating machinery fault diagnosis under nonstationary case

Journal of Intelligent Manufacturing
2024-10 | Journal article
DOI: 10.1007/s10845-023-02198-x
Contributors: Jiayang Liu; Fuqi Xie; Qiang Zhang; Qiucheng Lyu; Xiaosun Wang; Shijing Wu
Source: check_circle
Crossref

Study on fault mechanism and dynamics of spur gear pair with time-varying backlash

Nonlinear Dynamics
2024-06-25 | Journal article
DOI: 10.1007/s11071-024-09838-8
Part of ISSN: 0924-090X
Part of ISSN: 1573-269X
Contributors: Qiang Zhang; Jiayang Liu; Xiaosun Wang; Fuqi Xie; Shijing Wu
Source: Self-asserted source
Jiayang Liu

A parameter-adaptive spectral graph wavelet transform method for wind turbines vibration signal denoising

International Journal of Mechanical Sciences
2024-05 | Journal article
DOI: 10.1016/j.ijmecsci.2024.109075
Part of ISSN: 0020-7403
Contributors: Jiayang Liu; Qiang Zhang; Deng Li; Yun Teng; Shijing Wu; Xiaosun Wang
Source: Self-asserted source
Jiayang Liu

Cross-machine deep subdomain adaptation network for wind turbines fault diagnosis

Mechanical Systems and Signal Processing
2024-03 | Journal article
DOI: 10.1016/j.ymssp.2024.111151
Part of ISSN: 0888-3270
Contributors: Jiayang Liu; Liang Wan; Fuqi Xie; Yunyun Sun; Xiaosun Wang; Deng Li; Shijing Wu
Source: Self-asserted source
Jiayang Liu

Condition Monitoring of Wind Turbines With Implementation of Interactive Spatio–Temporal Deep Learning Networks

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3284924
Contributors: Qiucheng Lyu; Jiayang Liu; Yuwei He; Xiaosun Wang; Shijing Wu
Source: check_circle
Crossref

Incipient fault detection of planetary gearbox under steady and varying condition

Expert Systems with Applications
2023-12 | Journal article
DOI: 10.1016/j.eswa.2023.121003
Contributors: Jiayang Liu; Qiang Zhang; Fuqi Xie; Xiaosun Wang; Shijing Wu
Source: check_circle
Crossref

Condition Monitoring and Fault Detection of Wind Turbine Driveline With the Implementation of Deep Residual Long Short-Term Memory Network

IEEE Sensors Journal
2023-06-15 | Journal article
DOI: 10.1109/JSEN.2023.3273279
Contributors: Yuwei He; Jiayang Liu; Shijing Wu; Xiaosun Wang
Source: check_circle
Crossref

Condition monitoring of wind turbines with the implementation of spatio-temporal graph neural network

Engineering Applications of Artificial Intelligence
2023-05 | Journal article
DOI: 10.1016/j.engappai.2023.106000
Contributors: Jiayang Liu; Xiaosun Wang; Fuqi Xie; Shijing Wu; Deng Li
Source: check_circle
Crossref

Analytical modeling and multi-objective optimization algorithm for abrasive waterjet milling Ti6Al4V

The International Journal of Advanced Manufacturing Technology
2022-12 | Journal article
DOI: 10.1007/s00170-022-10396-9
Part of ISSN: 0268-3768
Part of ISSN: 1433-3015
Contributors: Liang Wan; Jiayang Liu; Yi’nan Qian; Xiaosun Wang; Shijing Wu; Hang Du; Deng Li; Jiayang Liu
Source: Self-asserted source
Jiayang Liu

Wind Turbine Fault Detection Based on Deep Residual Networks

Expert Systems with Applications
2022-10 | Journal article
DOI: 10.1016/j.eswa.2022.119102
Part of ISSN: 0957-4174
Contributors: Jiayang Liu
Source: Self-asserted source
Jiayang Liu

A Robot Hybrid Hierarchical Network for Sensing Environmental Variables of a Smart Grid

Sensors
2020-09-26 | Journal article
DOI: 10.3390/s20195521
Part of ISSN: 1424-8220
Contributors: Jiayang Liu
Source: Self-asserted source
Jiayang Liu
grade
Preferred source (of 2)‎

Obstacle distance measurement based on binocular vision for high-voltage transmission lines using a cable inspection robot

Science Progress
2020-07 | Journal article
DOI: 10.1177/0036850420936910
Part of ISSN: 0036-8504
Part of ISSN: 2047-7163
Contributors: Le Huang; Gongping Wu; Jiayang Liu; Song Yang; Qi Cao; Wa Ding; Wenjie Tang
Source: Self-asserted source
Jiayang Liu

Peer review (2 reviews for 2 publications/grants)

Review activity for Knowledge-based systems. (1)
Review activity for Measurement. (1)
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