Xiaomo Jiang

Xiaomo Jiang

Dalian University of Technology

H-index: 32

Asia-China

About Xiaomo Jiang

Xiaomo Jiang, With an exceptional h-index of 32 and a recent h-index of 22 (since 2020), a distinguished researcher at Dalian University of Technology, specializes in the field of Applied AI, Energy IoT, Smart Maintenance, Predictive Analytics, Turbomachinery Damage Prognostics.

His recent articles reflect a diverse array of research interests and contributions to the field:

An orbit-based encoder–forecaster deep learning method for condition monitoring of large turbomachines

Bearing fault feature extraction method: stochastic resonance-based negative entropy of square envelope spectrum

Learning Multitask Gaussian Process Over Heterogeneous Input Domains

Towards smart monitoring of systems: an integrated non-parametric Bayesian KDE and LSTM approach for anomaly detection of rotating machinery under uncertainties

Integrated waterproofing evaluation method for longitudinal joints of shield tunnel subjected to extreme surcharge: Numerical analysis and experimental validation

OrbitDANN: A Mechanism-Informed Transfer Learning Method for Automatic Fault Diagnosis of Turbomachinery

A Physics Informed Machine Learning Approach for Performance Degradation Monitoring of Gas Turbine

An improved OAKR approach to condition monitoring of rotating machinery

Xiaomo Jiang Information

University

Position

___

Citations(all)

4720

Citations(since 2020)

1584

Cited By

3860

hIndex(all)

32

hIndex(since 2020)

22

i10Index(all)

47

i10Index(since 2020)

39

Email

University Profile Page

Dalian University of Technology

Google Scholar

View Google Scholar Profile

Xiaomo Jiang Skills & Research Interests

Applied AI

Energy IoT

Smart Maintenance

Predictive Analytics

Turbomachinery Damage Prognostics

Top articles of Xiaomo Jiang

Title

Journal

Author(s)

Publication Date

An orbit-based encoder–forecaster deep learning method for condition monitoring of large turbomachines

Expert Systems with Applications

Xiaomo Jiang

Zhicheng Wang

Qing Chen

Xueyu Cheng

Shengli Xu

...

2024/3/15

Bearing fault feature extraction method: stochastic resonance-based negative entropy of square envelope spectrum

Measurement Science and Technology

Haixin Zhao

Xiaomo Jiang

Bo Wang

Xueyu Cheng

2024/1/4

Learning Multitask Gaussian Process Over Heterogeneous Input Domains

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Haitao Liu

Kai Wu

Yew-Soon Ong

Chao Bian

Xiaomo Jiang

...

2023/6/14

Towards smart monitoring of systems: an integrated non-parametric Bayesian KDE and LSTM approach for anomaly detection of rotating machinery under uncertainties

Structural Health Monitoring

Haixin Zhao

Xiaomo Jiang

Bo Wang

Xueyu Cheng

Shengli Xu

2023/5

Integrated waterproofing evaluation method for longitudinal joints of shield tunnel subjected to extreme surcharge: Numerical analysis and experimental validation

Tunnelling and Underground Space Technology

Qing Ai

Yining Gu

Yong Yuan

Xiaomo Jiang

Hui Wang

...

2023/1/1

OrbitDANN: A Mechanism-Informed Transfer Learning Method for Automatic Fault Diagnosis of Turbomachinery

IEEE Sensors Journal

Xiaomo Jiang

Yu Li

Zhicheng Wang

Huaiyu Hui

Xueyu Cheng

2023/11/20

A Physics Informed Machine Learning Approach for Performance Degradation Monitoring of Gas Turbine

PHM Society Asia-Pacific Conference

Yiyang Liu

Xiaomo Jiang

Xin Ge

Manman Wei

2023/9/4

An improved OAKR approach to condition monitoring of rotating machinery

PHM Society Asia-Pacific Conference

Kexin Zhang

Xiaomo Jiang

2023/9/4

Scalable multi-task Gaussian processes with neural embedding of coregionalization

Knowledge-Based Systems

Haitao Liu

Jiaqi Ding

Xinyu Xie

Xiaomo Jiang

Yusong Zhao

...

2022/7/8

Toward Smart Condition Monitoring of Rotatory Machines: An Optimized Probabilistic Signal Reconstruction Methodology for Fault Prediction With Multisource Uncertainties

IEEE Access

Xiaomo Jiang

Weijian Tang

Haixin Zhao

Xueyu Cheng

2022/6/8

Towards Predictive Maintenance of a Heavy-Duty Gas Turbine A New Hybrid Intelligent Methodology for Performance Simulation

Annual Conference of the PHM Society

Yiyang Liu

Xiaomo Jiang

2022/10/28

Pathological diagnosis of the seepage of a mountain tunnel

Tunnelling and Underground Space Technology

Qing Ai

Yong Yuan

Xiaomo Jiang

Hui Wang

Chanjuan Han

...

2022/10/1

Deep probabilistic time series forecasting using augmented recurrent input for dynamic systems

Mechanical Systems and Signal Processing

Haitao Liu

Changjun Liu

Xiaomo Jiang

Xudong Chen

Shuhua Yang

...

2022/9/1

A probabilistic similarity based modeling approach for turbomachine fault prediction

PHM Society European Conference

Weijian Tang

Xiaomo Jiang

Haixin Zhao

Qing Chen

Yunqing Gong

2021/6/29

Deep latent-variable kernel learning

IEEE Transactions on Cybernetics

Haitao Liu

Yew-Soon Ong

Xiaomo Jiang

Xiaofang Wang

2021/3/22

Modulating scalable Gaussian processes for expressive statistical learning

Pattern Recognition

Haitao Liu

Yew-Soon Ong

Xiaomo Jiang

Xiaofang Wang

2021/12/1

A Stochastic Resonance Based Signal Reinforcement Approach for Early Fault Diagnosis of Rolling Bearings

Haixin Zhao

Xiaomo Jiang

Mingjun Ma

2021/10/7

OrbitNet: A new CNN model for automatic fault diagnostics of turbomachines

Applied Soft Computing

Xiaomo Jiang

Shuhua Yang

Fumin Wang

Shengli Xu

Xiaofang Wang

...

2021/10/1

Systems and methods for providing an integrated power plant advisor

2020/11/10

A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines

Annual Conference of the PHM Society

Xiaomo Jiang

Fumin Wang

Haixin Zhao

Shengli Xu

Lin Lin

2020/11/3

See List of Professors in Xiaomo Jiang University(Dalian University of Technology)

Co-Authors

H-index: 67
J Y Richard Liew

J Y Richard Liew

National University of Singapore

H-index: 15
徐胜利 (Shengli Xu)

徐胜利 (Shengli Xu)

Dalian University of Technology

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