Jiawei Xiang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 59

Top Topics

Transfer Learning

Quantitative Evaluation

Convolutional Neural Network

Rotating Machinery

Top Venues

IEEE Trans. Instrum. Meas.

Reliab. Eng. Syst. Saf.

Publications

Jianchun Guo, Yi Liu, Ronggang Yang, Weifang Sun, Jiawei Xiang
A simulation-driven difference mode decomposition method for fault diagnosis in axial piston pumps. Adv. Eng. Informatics 62 (2024)
Gang Wang, Dongdong Liu, Jiawei Xiang, Lingli Cui
Attention guided partial domain adaptation for interpretable transfer diagnosis of rotating machinery. Adv. Eng. Informatics 62 (2024)
Yefeng Zhang, You He, Hesheng Tang, Yan Ren, Jiawei Xiang
Adversarial Domain Adaptation Approach for Axial Piston Pump Fault Diagnosis Under Small Sample Condition Based on Measured and Simulated Signals. IEEE Trans. Instrum. Meas. 73 (2024)
Hang Xiang, Zhemin Chai, Wenjun Kou, Huanchao Zhong, Jiawei Xiang
An Investigation of the Energy Harvesting Capabilities of a Novel Three-Dimensional Super-Cell Phononic Crystal with a Local Resonance Structure. Sensors 24 (2) (2024)
Anil Kumar, Chander Parkash, Yuqing Zhou, Pradeep Kundu, Jiawei Xiang, Hesheng Tang, Govind Vashishtha, Sumika Chauhan
Entropy-based domain adaption strategy for predicting remaining useful life of rolling element bearing. Eng. Appl. Artif. Intell. 133 (2024)
Anil Kumar, Rajesh Kumar, Hesheng Tang, Jiawei Xiang
A comprehensive study on developing an intelligent framework for identification and quantitative evaluation of the bearing defect size. Reliab. Eng. Syst. Saf. 242 (2024)
Hui Wang, Shuhui Wang, Ronggang Yang, Jiawei Xiang
A noise generative network to reduce the gap between simulation and measurement signals in mechanical fault diagnosis. Eng. Appl. Artif. Intell. 136 (2024)
Hairui Fang, Jialin An, Bo Sun, Dongsheng Chen, Jingyu Bai, Han Liu, Jiawei Xiang, Wenjie Bai, Dong Wang, Siyuan Fan, Chuanfei Hu, Fir Dunkin, Yingjie Wu
Empowering intelligent manufacturing with edge computing: A portable diagnosis and distance localization approach for bearing faults. Adv. Eng. Informatics 59 (2024)
Jianchun Guo, Yi Liu, Ronggang Yang, Weifang Sun, Jiawei Xiang
Differgram: A convex optimization-based method for extracting optimal frequency band for fault diagnosis of rotating machinery. Expert Syst. Appl. 245 (2024)
Lubing Wang, Ying Chen, Xufeng Zhao, Jiawei Xiang
Predictive Maintenance Scheduling for Aircraft Engines Based on Remaining Useful Life Prediction. IEEE Internet Things J. 11 (13) (2024)
Di Zhou, Xiao Zhuang, Jing Cai, Hongfu Zuo, Xufeng Zhao, Jiawei Xiang
An ensemble model using temporal convolution and dual attention gated recurrent unit to analyze risk of civil aircraft. Expert Syst. Appl. 236 (2024)
Qi Wei, Jiawei Xiang, Weiping Zhu, Hongjiu Hu
Band structure calculations of three-dimensional solid-fluid coupling phononic crystals using dual reciprocity boundary element method and wavelet compression method. Comput. Phys. Commun. 299 (2024)
Hui Wang, Shuhui Wang, Ronggang Yang, Jiawei Xiang
An optimized dynamic model improved deep discriminative transfer learning network for fault detection in rotation vector reducers. Reliab. Eng. Syst. Saf. 251 (2024)
Yi Liu, Hang Xiang, Zhansi Jiang, Jiawei Xiang
Second-order transient-extracting S transform for fault feature extraction in rolling bearings. Reliab. Eng. Syst. Saf. 230 (2023)
Hanlin Guan, Yan Ren, Hesheng Tang, Jiawei Xiang
Intelligent Fault Diagnosis of Hydraulic Multi-Way Valve Using the Improved SECNN-GRU Method with mRMR Feature Selection. Sensors 23 (23) (2023)
Qizhe Lin, Xiaoqi Li, Bicheng Tu, Junwei Cao, Ming Zhang, Jiawei Xiang
Stable and Accurate Estimation of SOC Using eXogenous Kalman Filter for Lithium-Ion Batteries. Sensors 23 (1) (2023)
Yizhu Shi, Yuqing Zhou, Yan Ren, Weifang Sun, Jiawei Xiang
A Hybrid Method for Identifying the Spring Energy Storage State of Operating Mechanism in Circuit Breakers. IEEE Trans. Instrum. Meas. 72 (2023)
Hui Wang, Junkang Zheng, Jiawei Xiang
Online bearing fault diagnosis using numerical simulation models and machine learning classifications. Reliab. Eng. Syst. Saf. 234 (2023)
Yi Liu, Hang Xiang, Zhansi Jiang, Jiawei Xiang
Iterative Synchrosqueezing-Based General Linear Chirplet Transform for Time-Frequency Feature Extraction. IEEE Trans. Instrum. Meas. 72 (2023)
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun
A conflict evidence fusion method based on the composite discount factor and the game theory. Inf. Fusion 94 (2023)
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun
A transfer learning strategy based on numerical simulation driving 1D Cycle-GAN for bearing fault diagnosis. Inf. Sci. 642 (2023)
Anil Kumar, Chander Parkash, Hesheng Tang, Jiawei Xiang
Intelligent framework for degradation monitoring, defect identification and estimation of remaining useful life (RUL) of bearing. Adv. Eng. Informatics 58 (2023)
Junkang Zheng, Hui Wang, Anil Kumar, Jiawei Xiang
Dynamic model-driven intelligent fault diagnosis method for rotary vector reducers. Eng. Appl. Artif. Intell. 124 (2023)
Anil Kumar, Adam Glowacz, Hesheng Tang, Jiawei Xiang
Knowledge addition for improving the transfer learning from the laboratory to identify defects of hydraulic machinery. Eng. Appl. Artif. Intell. 126 (2023)
Yuqing Zhou, Hongche Wang, Gonghai Wang, Anil Kumar, Weifang Sun, Jiawei Xiang
Semi-Supervised Multiscale Permutation Entropy-Enhanced Contrastive Learning for Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 72 (2023)
Hongwei Wang, Yaqi Liu, Zongyi Mu, Jiawei Xiang, Jian Li
Real-time precision reliability prediction for the worm drive system supported by digital twins. Reliab. Eng. Syst. Saf. 240 (2023)
Yi Liu, Hang Xiang, Zhansi Jiang, Jiawei Xiang
A Domain Adaption ResNet Model to Detect Faults in Roller Bearings Using Vibro-Acoustic Data. Sensors 23 (6) (2023)
Anil Kumar, Chander Parkash, Govind Vashishtha, Hesheng Tang, Pradeep Kundu, Jiawei Xiang
State-space modeling and novel entropy-based health indicator for dynamic degradation monitoring of rolling element bearing. Reliab. Eng. Syst. Saf. 221 (2022)
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun, Yuan Wei
An ensemble and shared selective adversarial network for partial domain fault diagnosis of machinery. Eng. Appl. Artif. Intell. 113 (2022)
Jianchun Guo, Zetian Si, Yi Liu, Jiahao Li, Yanting Li, Jiawei Xiang
Dynamic time warping using graph similarity guided symplectic geometry mode decomposition to detect bearing faults. Reliab. Eng. Syst. Saf. 224 (2022)
Jinchuan Shi, Yan Ren, Jiyan Yi, Weifang Sun, Hesheng Tang, Jiawei Xiang
A New Multisensor Information Fusion Technique Using Processed Images: Algorithms and Application on Hydraulic Components. IEEE Trans. Instrum. Meas. 71 (2022)
Xin Li, Haidong Shao, Siliang Lu, Jiawei Xiang, Baoping Cai
Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Yunxia Lou, Anil Kumar, Jiawei Xiang
Machinery Fault Diagnosis Based on Domain Adaptation to Bridge the Gap Between Simulation and Measured Signals. IEEE Trans. Instrum. Meas. 71 (2022)
Di Zhou, Xiao Zhuang, Hongfu Zuo, Jing Cai, Xufeng Zhao, Jiawei Xiang
A model fusion strategy for identifying aircraft risk using CNN and Att-BiLSTM. Reliab. Eng. Syst. Saf. 228 (2022)
Dali Sheng, Jinlian Deng, Jiawei Xiang
Automatic Smoke Detection Based on SLIC-DBSCAN Enhanced Convolutional Neural Network. IEEE Access 9 (2021)
Dali Sheng, Jinlian Deng, Wei Zhang, Jie Cai, Weisheng Zhao, Jiawei Xiang
A Statistical Image Feature-Based Deep Belief Network for Fire Detection. Complex. 2021 (2021)
Anil Kumar, Govind Vashishtha, C. P. Gandhi, Yuqing Zhou, Adam Glowacz, Jiawei Xiang
Novel Convolutional Neural Network (NCNN) for the Diagnosis of Bearing Defects in Rotary Machinery. IEEE Trans. Instrum. Meas. 70 (2021)
Anil Kumar, Govind Vashishtha, C. P. Gandhi, Hesheng Tang, Jiawei Xiang
Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed. Eng. Appl. Artif. Intell. 104 (2021)
Qinsong Zhu, Bintao Sun, Yuqing Zhou, Weifang Sun, Jiawei Xiang
Sample Augmentation for Intelligent Milling Tool Wear Condition Monitoring Using Numerical Simulation and Generative Adversarial Network. IEEE Trans. Instrum. Meas. 70 (2021)
Weifang Sun, Yuqing Zhou, Jiawei Xiang, Binqiang Chen, Wei Feng
Hankel Matrix-Based Condition Monitoring of Rolling Element Bearings: An Enhanced Framework for Time-Series Analysis. IEEE Trans. Instrum. Meas. 70 (2021)
Anil Kumar, C. P. Gandhi, Yuqing Zhou, Govind Vashishtha, Rajesh Kumar, Jiawei Xiang
Improved CNN for the diagnosis of engine defects of 2-wheeler vehicle using wavelet synchro-squeezed transform (WSST). Knowl. Based Syst. 208 (2020)
Yun Gao, Xiaoyang Liu, Jiawei Xiang
FEM Simulation-Based Generative Adversarial Networks to Detect Bearing Faults. IEEE Trans. Ind. Informatics 16 (7) (2020)
Xiaoyang Liu, Haizhou Huang, Jiawei Xiang
A Personalized Diagnosis Method to Detect Faults in a Bearing Based on Acceleration Sensors and an FEM Simulation Driving Support Vector Machine. Sensors 20 (2) (2020)
Shuhui Wang, Jiawei Xiang
A minimum entropy deconvolution-enhanced convolutional neural networks for fault diagnosis of axial piston pumps. Soft Comput. 24 (4) (2020)
Zhenghao Zhang, Yongteng Zhong, Jiawei Xiang
TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions. Sensors 20 (11) (2020)
Xiaoyang Liu, Haizhou Huang, Jiawei Xiang
A personalized diagnosis method to detect faults in gears using numerical simulation and extreme learning machine. Knowl. Based Syst. 195 (2020)
Xiaohui Wang, Guangzhou Sui, Jiawei Xiang, Guangbin Wang, Zhiqiang Huo, Zhen Huang
Multi-Domain Extreme Learning Machine for Bearing Failure Detection Based on Variational Modal Decomposition and Approximate Cyclic Correntropy. IEEE Access 8 (2020)
Yi Liu, Zhansi Jiang, Jiawei Xiang
An Adaptive Cross-Validation Thresholding De-Noising Algorithm for Fault Diagnosis of Rolling Element Bearings Under Variable and Transients Conditions. IEEE Access 8 (2020)
Hui Liu, Jiawei Xiang
A Strategy Using Variational Mode Decomposition, L-Kurtosis and Minimum Entropy Deconvolution to Detect Mechanical Faults. IEEE Access 7 (2019)
Shiqi Xia, Junhui Zhang, Shaogan Ye, Bing Xu, Weidi Huang, Jiawei Xiang
A Spare Support Vector Machine Based Fault Detection Strategy on Key Lubricating Interfaces of Axial Piston Pumps. IEEE Access 7 (2019)
Hang Xiang, Xingfu Ma, Jiawei Xiang
Optimization for a Locally Resonant Phononic Crystal of Square Spiral With Circle Inside. IEEE Access 7 (2019)
Lu Wang, Jiawei Xiang
A Two-Stage Method Using Spline-Kernelled Chirplet Transform and Angle Synchronous Averaging to Detect Faults at Variable Speed. IEEE Access 7 (2019)
Wenlei Song, Jiawei Xiang, Yongteng Zhong
A simulation model based fault diagnosis method for bearings. J. Intell. Fuzzy Syst. 34 (6) (2018)
Shuhui Wang, Jiawei Xiang, Yongteng Zhong, Yuqing Zhou
Convolutional neural network-based hidden Markov models for rolling element bearing fault identification. Knowl. Based Syst. 144 (2018)
Qiang Gao, He-Sheng Tang, Jiawei Xiang, Yongteng Zhong
A multi-sensor fault detection strategy for axial piston pump using the Walsh transform method. Int. J. Distributed Sens. Networks 14 (4) (2018)
Jiawei Xiang, Zhibo Yang, José L. Aguilar
Structural health monitoring for mechanical structures using multi-sensor data. Int. J. Distributed Sens. Networks 14 (9) (2018)
Jiawei Xiang, Yongteng Zhong
A fault detection strategy using the enhancement ensemble empirical mode decomposition and random decrement technique. Microelectron. Reliab. 75 (2017)
Yongteng Zhong, Jiawei Xiang
A Two-Dimensional Plum-Blossom Sensor Array-Based Multiple Signal Classification Method for Impact Localization in Composite Structures. Comput. Aided Civ. Infrastructure Eng. 31 (8) (2016)
Jiawei Xiang, Yongteng Zhong
A two-step method using Duffing oscillator and stochastic resonance to detect mechanical faults. I2MTC (2016)
Jiawei Xiang, Ming Liang
Wavelet-Based Detection of Beam Cracks Using Modal Shape and Frequency Measurements. Comput. Aided Civ. Infrastructure Eng. 27 (6) (2012)
XueFeng Chen, Jiawei Xiang
Solving diffusion equation using wavelet method. Appl. Math. Comput. 217 (13) (2011)
Yi Liu, Jiawei Xiang
Bearing damage detection method based on second order cyclic statistic. FSKD (2010)
XueFeng Chen, Jiawei Xiang, Bing Li, Zhengjia He
A study of multiscale wavelet-based elements for adaptive finite element analysis. Adv. Eng. Softw. 41 (2) (2010)
Quandai Wang, Yugang Duan, Yucheng Ding, Bingheng Lu, Jiawei Xiang, Lianfa Yang
Investigation on LIGA-like process based on multilevel imprint lithography. Microelectron. J. 40 (1) (2009)
XueFeng Chen, Bing Li, Jiawei Xiang, Zhengjia He
Quantitative Identification of Rotor Cracks Based on Finite Element of B-spline Wavelet on the Interval. Int. J. Wavelets Multiresolution Inf. Process. 7 (4) (2009)