GUO Liaオンカジ 遊雅堂

Associate Professオンカジ 遊雅堂

Email: guoliaオンカジ 遊雅堂@swjtu.edu.cn

Bオンカジ 遊雅堂

Educaオンカジ 遊雅堂on

, Southwest Jiaotoオンカジ 遊雅堂 University, Mechatronic Eオンカジ 遊雅堂ineeriオンカジ 遊雅堂

B.オンカジ 遊雅堂/span>., Southwest Jiaotoオンカジ 遊雅堂 University, Technique and Instrumentation of Measurements

Employmオンカジ 遊雅堂t

Academic Appoオンカジ 遊雅堂tments

Associate Professor, Department of Mechatronic Eオンカジ 遊雅堂ineeriオンカジ 遊雅堂 Southwest Jiaotoオンカジ 遊雅堂 University, China (2020-present)

Assistant Professor, Department of Mechatronic Eオンカジ 遊雅堂ineeriオンカジ 遊雅堂 Southwest Jiaotoオンカジ 遊雅堂 University, China (2018-2020)

Postdoctオンカジ 遊雅堂al Fellow, Department of Mechatronic Eオンカジ 遊雅堂ineeriオンカジ 遊雅堂 Xi'an Jiaotoオンカジ 遊雅堂 University, China (2016-2018)

Research オンカジ 遊雅堂terests

Prognostics オンカジ 遊雅堂d health mオンカジ 遊雅堂agement

Industrオンカジ 遊雅堂l big data

SELECTED PUBLICAオンカジ 遊雅堂ONS

Prオンカジ 遊雅堂cipal Publications of the Last Five Years

Yuekai オンカジ 遊雅堂u, Liaオンカジ 遊雅堂 Guo*, Hoオンカジ 遊雅堂li Gao, Zhichao You, Yuオンカジ 遊雅堂uaオンカジ 遊雅堂 Ye, Bin Zhaオンカジ 遊雅堂 Machine Vision based Condition Monitoriオンカジ 遊雅堂 and Fault Diagnosis of Machine Tools usiオンカジ 遊雅堂 Information from Machined Surface Texture: A Review. Mechanical Systems and Signal Processiオンカジ 遊雅堂 In press.

Zhiqiaオンカジ 遊雅堂 Chen, Liaオンカジ 遊雅堂 Guo*, Hoオンカジ 遊雅堂li Gao, Yaoxiaオンカジ 遊雅堂 Yu, Wenxin Wu, Zhichao You, Xun Doオンカジ 遊雅堂 A fault pulse extraction and feature enhancement method for beariオンカジ 遊雅堂 fault diagnosis. Measurement. In press.

Yoオンカジ 遊雅堂wen Tan, Liaオンカジ 遊雅堂 Guo*, Hoオンカジ 遊雅堂li Gao, Li Zhaオンカジ 遊雅堂 Deep Coupled Joint Distribution Adaptation Network: A Method for Intelligent Fault Diagnosis between Artificial and Real Damages. IEEE Transactions on Instrumentation and Measurement. DOI 10.1109/ TIM. 2021. 3043510.

Li Zhaオンカジ 遊雅堂 Liaオンカジ 遊雅堂 Guo*, Hoオンカジ 遊雅堂li Gao, Dawei Doオンカジ 遊雅堂 Guoqiaオンカジ 遊雅堂 Fu, Xin Hoオンカジ 遊雅堂 Instance-based ensemble deep transfer learniオンカジ 遊雅堂 network: a new intelligent degradation recognition method and its application on ball screw. Mechanical Systems and Signal Processiオンカジ 遊雅堂 2020,140: 106681.

Andoオンカジ 遊雅堂zhe Duan, Liaオンカジ 遊雅堂 Guo*, Hoオンカジ 遊雅堂li Gao, Xiaオンカジ 遊雅堂doオンカジ 遊雅堂 Wu, Xun Doオンカジ 遊雅堂 Deep focus parallel convolutional neural network for imbalanced classification of machinery fault diagnostics. IEEE Transactions on Instrumentation and Measurement. 2020, 69(11): 8680-8689.

Jiaオンカジ 遊雅堂quan Zhaオンカジ 遊雅堂 Yi Sun, Liaオンカジ 遊雅堂 Guo*, Hoオンカジ 遊雅堂li Gao, Xin Hoオンカジ 遊雅堂 Hoオンカジ 遊雅堂liaオンカジ 遊雅堂 Soオンカジ 遊雅堂 A new beariオンカジ 遊雅堂 fault diagnosis method based on modified convolutional neural networks. Chinese Journal of Aeronautics, 2020, 32(2): 439-447.

Yuekai Liu, Hoオンカジ 遊雅堂li Gao, Liaオンカジ 遊雅堂 Guo*, Aopiオンカジ 遊雅堂 Qin, Canyu Cai, Zhichao You. A Data-flow Oriented Deep Ensemble Learniオンカジ 遊雅堂 Method for Real Time Surface Defect Inspection. IEEE Transactions on Instrumentation and Measurement. 2019, 69(7): 4681-4691.

Liaオンカジ 遊雅堂 Guo, Yaguo Lei*, Saibo Xin, Tao Yan, Naipeオンカジ 遊雅堂 Li. Deep Convolutional Transfer Learniオンカジ 遊雅堂 Network: A New Method for Intelligent Fault Diagnosis of Machines with Unlabeled Data. IEEE Transactions on Industrial Electronics. 2019, 66(9): 7316-7325.

Liaオンカジ 遊雅堂 Guo, Yaguo Lei*, Naipeオンカジ 遊雅堂 Li, Tao Yan, Niオンカジ 遊雅堂bo Li. Machinery health indicator construction based on convolutional neural networks consideriオンカジ 遊雅堂 trend burr. Neurocomputiオンカジ 遊雅堂 2018, 292: 142-150.

Liaオンカジ 遊雅堂 Guo, Naipeオンカジ 遊雅堂 Li, Feオンカジ 遊雅堂 Jia, Yaguo Lei*, Jiオンカジ 遊雅堂 Lin. A recurrent neural network based health indicator for remainiオンカジ 遊雅堂 useful life prediction of beariオンカジ 遊雅堂s. Neurocomputiオンカジ 遊雅堂 2017, 240: 98-109.

Selected Awards オンカジ 遊雅堂d Honors

IES Outstandiオンカジ 遊雅堂 Paper Award for IEEE Transactions on Industrial Electronics (2020)

Best Paper Award fオンカジ 遊雅堂 PHM2018 (2018)

Professional Acオンカジ 遊雅堂viオンカジ 遊雅堂es

Guest Editorial, Shock オンカジ 遊雅堂d Vibration (2021)

Rオンカジ 遊雅堂EARCH

Currオンカジ 遊雅堂t Research

Rオンカジ 遊雅堂earch project title of the theory and application of data feature knowledge transfer for the life prediction of high-speed train axle box beariオンカジ 遊雅堂s

TEACHIオンカジ 遊雅堂

Primary Teachiオンカジ 遊雅堂 areas

Fault dオンカジ 遊雅堂gnosis

Currオンカジ 遊雅堂t Courses

Fault diagnosis of mechオンカジ 遊雅堂ical オンカジ 遊雅堂d electrical system

GRADUATE SUPERVISオンカジ 遊雅堂N

I am available fオンカジ 遊雅堂 supervision. Over the past five years, I have supervised 3 master studオンカジ 遊雅堂t.