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Journal Articles
- 2024
- [j31]Chuanjiang Li, Shaobo Li, Yixiong Feng, Konstantinos Gryllias, Fengshou Gu, Michael G. Pecht:
Small data challenges for intelligent prognostics and health management: a review. Artif. Intell. Rev. 57(8): 214 (2024) - [j30]Zhinong Li
, Zedong Li, Fengshou Gu:
Intelligent diagnosis method for machine faults based on federated transfer learning. Appl. Soft Comput. 163: 111922 (2024) - [j29]Junchao Guo
, Qingbo He, Dong Zhen, Fengshou Gu
, Andrew D. Ball:
Multiscale cyclic frequency demodulation-based feature fusion framework for multi-sensor driven gearbox intelligent fault detection. Knowl. Based Syst. 283: 111203 (2024) - [j28]Junchao Guo
, Qingbo He
, Dong Zhen
, Fengshou Gu
:
Motor Current Signature Analysis Using Robust Modulation Spectrum Correlation Gram for Gearbox Fault Detection. IEEE Trans. Ind. Informatics 20(2): 2671-2681 (2024) - [j27]Junchao Guo
, Qingbo He
, Fengshou Gu
:
DNOCNet: A Novel End-to-End Network for Induction Motor Drive Systems Fault Diagnosis Under Speed Fluctuation Condition. IEEE Trans. Ind. Informatics 20(6): 8284-8293 (2024) - 2023
- [j26]Chuanjiang Li
, Shaobo Li, Huan Wang
, Fengshou Gu
, Andrew D. Ball:
Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis. Knowl. Based Syst. 264: 110345 (2023) - [j25]Junchao Guo
, Qingbo He
, Dong Zhen
, Fengshou Gu
, Andrew D. Ball:
Multi-sensor data fusion for rotating machinery fault detection using improved cyclic spectral covariance matrix and motor current signal analysis. Reliab. Eng. Syst. Saf. 230: 108969 (2023) - [j24]Yongchao Zhang
, Jinchen Ji
, Zhaohui Ren, Qing Ni
, Fengshou Gu, Ke Feng, Kun Yu, Jian Ge, Zihao Lei
, Zheng Liu
:
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing. Reliab. Eng. Syst. Saf. 234: 109186 (2023) - [j23]Sheng Li
, Jinchen Ji
, Yadong Xu
, Xiuquan Sun
, Ke Feng, Beibei Sun, Yulin Wang, Fengshou Gu
, Ke Zhang, Qing Ni
:
IFD-MDCN: Multibranch denoising convolutional networks with improved flow direction strategy for intelligent fault diagnosis of rolling bearings under noisy conditions. Reliab. Eng. Syst. Saf. 237: 109387 (2023) - [j22]Junchao Guo
, Qingbo He
, Dong Zhen
, Fengshou Gu
:
Intelligent Fault Detection for Rotating Machinery Using Cyclic Morphological Modulation Spectrum and Hierarchical Teager Permutation Entropy. IEEE Trans. Ind. Informatics 19(4): 6196-6207 (2023) - [j21]Pengwei Xiong
, Zhinong Li
, Yunlong Li
, Shanshan Huang
, Chenyu Liu
, Fengshou Gu
:
Fault Diagnosis of UAV Based on Adaptive Siamese Network With Limited Data. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - 2022
- [j20]Weili Tang
, Hanling Mao
, Fengshou Gu, Xinxin Li, Zhenfeng Huang, Andrew D. Ball:
The estimation method of normalized Nonlinear Output Frequency Response Functions with only response signals under stochastic excitation. Commun. Nonlinear Sci. Numer. Simul. 111: 106416 (2022) - [j19]Yongbo Li
, Fengshou Gu
, Xihui Liang
:
Information Theory and Its Application in Machine Condition Monitoring. Entropy 24(2): 206 (2022) - [j18]Junchao Guo
, Dong Zhen
, Fengshou Gu
, Qingbo He
:
Fast Spectral Correlation Detector for Periodic Impulse Extraction of Rotating Machinery. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j17]Yuandong Xu
, Xiaoli Tang
, Xiuquan Sun
, Fengshou Gu
, Andrew D. Ball
:
A Squeezed Modulation Signal Bispectrum Method for Motor Current Signals Based Gear Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-8 (2022) - 2021
- [j16]Haiyang Li
, Guojin Feng
, Dong Zhen
, Fengshou Gu
, Andrew David Ball
:
A Normalized Frequency-Domain Energy Operator for Broken Rotor Bar Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - 2020
- [j15]Qiang Zeng
, Guojin Feng
, Yimin Shao, Fengshou Gu, Andrew D. Ball:
Planetary Gear Fault Diagnosis Based on An Instantaneous Angular Speed Measurement System With a Dual Detector Setup. IEEE Access 8: 66228-66242 (2020) - [j14]Chao Fu
, Yuandong Xu
, Yongfeng Yang, Kuan Lu, Fengshou Gu, Andrew D. Ball:
Dynamics analysis of a hollow-shaft rotor system with an open crack under model uncertainties. Commun. Nonlinear Sci. Numer. Simul. 83: 105102 (2020) - [j13]Jinxin Wang, Zhongwei Wang, Xiuzhen Ma, Ann Smith
, Fengshou Gu, Chi Zhang, Andrew D. Ball:
Locating Sensors in Large-Scale Engineering Systems for Fault Isolation Based on Fault Feature Reduction. J. Frankl. Inst. 357(12): 8181-8202 (2020) - [j12]Yang Kang, Zhanqun Shi, Hao Zhang, Dong Zhen
, Fengshou Gu
:
A Novel Method for the Dynamic Coefficients Identification of Journal Bearings Using Kalman Filter. Sensors 20(2): 565 (2020) - [j11]Zhaoyang Shen, Zhanqun Shi, Dong Zhen
, Hao Zhang, Fengshou Gu
:
Fault Diagnosis of Planetary Gearbox Based on Adaptive Order Bispectrum Slice and Fault Characteristics Energy Ratio Analysis. Sensors 20(8): 2433 (2020) - [j10]Rongfeng Deng
, Yubin Lin
, Weijie Tang, Fengshou Gu, Andrew D. Ball
:
Object-Based Thermal Image Segmentation for Fault Diagnosis of Reciprocating Compressors. Sensors 20(12): 3436 (2020) - 2019
- [j9]Ann Smith
, Fengshou Gu
, Andrew D. Ball
:
An Approach to Reducing Input Parameter Volume for Fault Classifiers. Int. J. Autom. Comput. 16(2): 199-212 (2019) - [j8]Bowen Sun, Jiongqi Wang, Zhangming He, Haiyin Zhou, Fengshou Gu
:
Fault Identification for a Closed-Loop Control System Based on an Improved Deep Neural Network. Sensors 19(9): 2131 (2019) - [j7]Dong Zhen
, Junchao Guo, Yuandong Xu
, Hao Zhang, Fengshou Gu
:
A Novel Fault Detection Method for Rolling Bearings Based on Non-Stationary Vibration Signature Analysis. Sensors 19(18): 3994 (2019) - 2018
- [j6]Junchao Guo, Zhanqun Shi, Haiyang Li, Dong Zhen
, Fengshou Gu
, Andrew D. Ball:
Early Fault Diagnosis for Planetary Gearbox Based Wavelet Packet Energy and Modulation Signal Bispectrum Analysis. Sensors 18(9): 2908 (2018) - [j5]Xiaoli Tang
, Xianghong Wang, Robert Cattley, Fengshou Gu
, Andrew D. Ball:
Energy Harvesting Technologies for Achieving Self-Powered Wireless Sensor Networks in Machine Condition Monitoring: A Review. Sensors 18(12): 4113 (2018) - 2015
- [j4]Guojin Feng
, James Xi Gu
, Dong Zhen
, Mustafa Aliwan, Fengshou Gu
, Andrew D. Ball:
Implementation of envelope analysis on a wireless condition monitoring system for bearing fault diagnosis. Int. J. Autom. Comput. 12(1): 14-24 (2015) - 2014
- [j3]Kuosheng Jiang, Guanghua Xu, Lin Liang, Tangfei Tao, Fengshou Gu
:
The Recovery of Weak Impulsive Signals Based on Stochastic Resonance and Moving Least Squares Fitting. Sensors 14(8): 13692-13707 (2014) - 2011
- [j2]Niao-Qing Hu, Lu-Rui Xia, Fengshou Gu
, Guo-Jun Qin:
A Novel Transform Demodulation Algorithm for Motor Incipient Fault Detection. IEEE Trans. Instrum. Meas. 60(2): 480-487 (2011) - 2007
- [j1]John Z. Shi, Fengshou Gu
, Peter Goulding, Andrew D. Ball
:
Integration of multiple platforms for real-time remote model-based condition monitoring. Comput. Ind. 58(6): 531-538 (2007)
Conference and Workshop Papers
- 2023
- [c60]Kaibo Lu, Xun Chen, Fengshou Gu:
Experimental Investigation on the Vibration of the Thin-Walled Cylindrical Machining. ICAC 2023: 1-6 - [c59]Xiaoyu Zhao, Zuolu Wang, Shiyu Liu, Helen Miao, Eric Li, Fengshou Gu, Andrew D. Ball:
A MLP-Based Transfer Learning Model Using EIS Health Features for State of Health Estimation of Lithium-Ion Battery. ICAC 2023: 1-5 - 2022
- [c58]Bingyan Chen, Zewen Zhou, Weihua Zhang, Fengshou Gu, Adam Bevan, Philip Shackleton:
Exploitation of a Multiband Weighted Envelope Spectrum for Railway Axle Bearing Fault Diagnosis. ICAC 2022: 1-6 - [c57]Zuolu Wang, Kaibo Lu, Xun Chen, Dong Zhen, Fengshou Gu, Andrew D. Ball:
Rapid State of Health Estimation of Lithium-ion Batteries based on An Active Acoustic Emission Sensing Method. ICAC 2022: 1-6 - 2021
- [c56]Ibrahim Alqatawneh, Rongfeng Deng
, Khalid Rabeyee, Zhang Chao, Fengshou Gu, Andrew D. Ball:
A Developed Convolutional Neural Network Architecture for Condition Monitoring. ICAC 2021: 1-6 - [c55]Haiyang Li, Xiuquan Sun
, Fengshou Gu, Andrew D. Ball:
Influence of Manufactory Asymmetrical Squirrel Rotor on Motor Current Responses. ICAC 2021: 1-6 - [c54]Zhexiang Zou, Yubin Lin
, Dongqin Lin, Fengshou Gu, Andrew D. Ball:
Online Tool Condition Monitoring of CNC Turnings based on Motor Current Signature Analysis. ICAC 2021: 1-6 - 2019
- [c53]Samir Alabied, Alsadak Daraz, Khalid Rabeyee, Ibrahim Alqatawneh, Fengshou Gu, Andrew D. Ball:
Motor Current Signal Analysis Based on Machine Learning for Centrifugal Pump Fault Diagnosis. ICAC 2019: 1-7 - [c52]Aisha Alashter, Fengshou Gu, Andrew D. Ball, Yunpeng Cao:
Fault Diagnosis of Broken Rotor Bar in AC Induction Motor based on A Qualitative Simulation Approach. ICAC 2019: 1-6 - [c51]Alsadak Daraz, Samir Alabied, Fengshou Gu, Andrew D. Ball:
Modulation Signal Bispectrum Analysis of Acoustic Signals for the Impeller Wear Detection of Centrifugal Pumps. ICAC 2019: 1-6 - [c50]Haiyang Li, Dong Zhen, Funso Otuyemi, Fengshou Gu, Andrew D. Ball:
Broken Rotor Bar Detection Using Mathematical Morphology Based on Instantaneous Induction Motor Electrical Signals Analysis. ICAC 2019: 1-4 - [c49]Yinghui Liu, Huibo Zhang, Dong Zhen, Hao Zhang, Zhanqun Shi, Fengshou Gu:
Fault Diagnosis of Planetary Gear System Based on Nonlinear Time-varying Dynamic Model Analysis. ICAC 2019: 1-5 - [c48]Debanjan Mondal
, Usama Haba, Fengshou Gu, Andrew D. Ball:
Airborne Acoustic Signature Analysis for Fault Diagnosis of Reciprocating Compressors Using Modulation Signal Bi-spectrum. ICAC 2019: 1-5 - [c47]Zainab Mones, Ibrahim Alqatawneh, Dong Zhen, Fengshou Gu, Andrew D. Ball:
Fault Diagnosis for Planetary Gearbox Using On-Rotor MEMS Sensor and EMD Analysis. ICAC 2019: 1-6 - [c46]Khalid Rabeyee, Yuandong Xu
, Fengshou Gu, Andrew D. Ball:
A Novel Wavelet Thresholding Method for Vibration Data Denoising and Diagnostic Feature Enhancement in Condition Monitoring. ICAC 2019: 1-6 - 2018
- [c45]Samir Alabied, Usama Haba, Alsadak Daraz, Fengshou Gu, Andrew D. Ball:
Empirical Mode Decomposition of Motor Current Signatures for Centrifugal Pump Diagnostics. ICAC 2018: 1-6 - [c44]Ibrahim Alqatawneh, Kuosheng Jiang, Zainab Mones, Qiang Zeng, Fengshou Gu, Andrew D. Ball:
Condition Monitoring and Fault Diagnosis Based on Multipoint Optimal Minimum Entropy Deconvolution Adjusted Technique. ICAC 2018: 1-6 - [c43]Robin Appadoo, Yuandong Xu
, Fengshou Gu, Andrew D. Ball:
Performance Monitoring and Fault Diagnosis of Vacuum Pumps based on Airborne Sounds. ICAC 2018: 1-6 - [c42]Alsadak Daraz, Samir Alabied, Ann Smith
, Fengshou Gu, Andrew D. Ball:
Detection and Diagnosis of Centrifugal Pump Bearing Faults Based on the Envelope Analysis of Airborne Sound Signals. ICAC 2018: 1-6 - [c41]Naima Hamad, Xiuquan Sun
, Ruiliang Zhang, Samieh Abusaad, Fengshou Gu, Andrew D. Ball:
Diagnosing Lubricant Shortages in Gearboxes Using Instantaneous Phases from Electrical Signals. ICAC 2018: 1-6 - [c40]Jiaojiao Ma, Hao Zhang, Zhanqun Shi, Vasileios Kontogiorgos, Fengshou Gu, Andrew D. Ball:
Vibration Analysis of Journal Bearings under Water Contaminated Lubrication. ICAC 2018: 1-6 - [c39]Zainab Mones, Dong Zhen, Ibrahim Alqatawneh, Qiang Zeng, Fengshou Gu, Andrew D. Ball:
Fault Diagnosis of Planetary Gearboxes via Processing the On-Rotor MEMS Accelerometer Signals. ICAC 2018: 1-6 - [c38]Khalid Rabeyee, Xiaoli Tang
, Yuandong Xu
, Dong Zhen, Fengshou Gu, Andrew D. Ball:
Diagnosing the Change in the Internal Clearances of Rolling Element Bearings based on Vibration Signatures. ICAC 2018: 1-6 - [c37]Xiaoli Tang
, Zainab Mones, Xianghong Wang, Fengshou Gu, Andrew D. Ball:
A Review on Energy Harvesting Supplying Wireless Sensor Nodes for Machine Condition Monitoring. ICAC 2018: 1-6 - 2017
- [c36]Samir Alabied, Osama Hamomd, Alsadak Daraz, Fengshou Gu, Andrew D. Ball:
Fault diagnosis of centrifugal pumps based on the intrinsic time-scale decomposition of motor current signals. ICAC 2017: 1-6 - [c35]Badradin Elforjani, Yuandong Xu
, Khaldoon F. Brethee
, Zhifei Wu, Fengshou Gu, Andrew D. Ball:
Monitoring gearbox using a wireless temperature node powered by thermal energy harvesting module. ICAC 2017: 1-6 - [c34]Osama Hamomd, Samir Alabied, Yuandong Xu
, Alsadak Daraz, Fengshou Gu, Andrew D. Ball:
Vibration based centrifugal pump fault diagnosis based on modulation signal bispectrum analysis. ICAC 2017: 1-5 - [c33]Ashraf Hatwesh, Simon Fletcher, Andrew Longstaff, Wencheng Pan, Fengshou Gu:
Expedient identification of the dynamics of ball-screw drives using online-validation. ICAC 2017: 1-6 - [c32]Guoxing Li, Fengshou Gu, Tie Wang, Xingchen Lu, Ruiliang Zhang, Andrew D. Ball:
A dynamic deformation based lubrication model between the piston rings and cylinder liner. ICAC 2017: 1-6 - [c31]Long Li, Guangbin Wang, Wenhui Deng, Xiaoli Tang
, Fengshou Gu, Andrew D. Ball:
The identification of shaft current induced defects on rolling bearings in wind turbine generators. ICAC 2017: 1-6 - [c30]Fulong Liu, Fengshou Gu, Andrew D. Ball, Yunshi Zhao, Bo Peng:
The validation of an ACS-SSI based online condition monitoring for railway vehicle suspension systems using a SIMPACK model. ICAC 2017: 1-6 - [c29]Zainab Mones, Qiang Zeng, L. Hu, Xiaoli Tang
, Fengshou Gu, Andrew D. Ball:
Planetary gearbox fault diagnosis using an on-rotor MEMS accelerometer. ICAC 2017: 1-6 - [c28]Ugonnaya E. Muo, Misan Madamedon, Andrew D. Ball, Fengshou Gu:
Wavelet packet analysis and empirical mode decomposition for the fault diagnosis of reciprocating compressors. ICAC 2017: 1-6 - [c27]Xiaoli Tang
, Yuandong Xu
, Fengshou Gu, Andrew D. Ball, Guangbin Wang:
Fault detection of rolling element bearings using the frequency shift and envelope based compressive sensing. ICAC 2017: 1-6 - [c26]Yuandong Xu
, Xiaoli Tang
, Fengshou Gu, Andrew D. Ball, James Xi Gu
:
Early detection of rolling bearing faults using an auto-correlated envelope ensemble average. ICAC 2017: 1-6 - [c25]Qiang Zeng, Zainab Mones, Yimin Shao, Fengshou Gu, Andrew D. Ball:
Planetary gear fault diagnosis based on instantaneous angular speed analysis. ICAC 2017: 1-6 - 2016
- [c24]Guoxing Li, Fengshou Gu
, Nasha Wei, Yuandong Xu
, Andrew D. Ball, Tie Wang:
A validated finite element model for predicting dynamic responses of cylinder liners in an IC engine. ICAC 2016: 126-131 - [c23]Mark Lane, Abdulkarim Shaeboub, Fengshou Gu
, Andrew D. Ball:
Investigation of reductions in motor efficiency caused by stator faults when operated from an inverter drive. ICAC 2016: 144-149 - [c22]Abdulkarim Shaeboub, Mark Lane, Usama Haba, Fengshou Gu
, Andrew D. Ball:
Detection and diagnosis of compound faults in induction motors using electric signals from variable speed drives. ICAC 2016: 306-312 - [c21]Naima Hamad, Khaldoon F. Brethee
, Fengshou Gu
, Andrew D. Ball:
An investigation of electrical motor parameters in a sensorless variable speed drive for machine fault diagnosis. ICAC 2016: 329-335 - 2015
- [c20]Khaldoon F. Brethee
, Jingwei Gao, Fengshou Gu
, Andrew D. Ball:
Analysis of frictional effects on the dynamic response of gear systems and the implications for diagnostics. ICAC 2015: 1-9 - [c19]Mark Lane, D. Ashari, Fengshou Gu
, Andrew D. Ball:
Investigation of motor current signature analysis to detect motor resistance imbalances. ICAC 2015: 1-4 - [c18]Ibrahim Rehab, Xiange Tian, Fengshou Gu
, Andrew D. Ball:
A study of diagnostic signatures of a deep groove ball bearing based on a nonlinear dynamic model. ICAC 2015: 1-7 - [c17]Abdulkarim Shaeboub, Samieh Abusaad, Niaoqing Hu, Fengshou Gu
, Andrew D. Ball:
Detection and diagnosis of motor stator faults using electric signals from variable speed drives. ICAC 2015: 1-6 - [c16]Xiange Tian, Gaballa M. Abdallaa, Ibrahim Rehab, Fengshou Gu
, Andrew D. Ball, Tie Wang:
Diagnosis of combination faults in a planetary gearbox using a modulation signal bispectrum based sideband estimator. ICAC 2015: 1-6 - [c15]Nasha Wei, Fengshou Gu
, Tie Wang, Guoxing Li, Yuandong Xu
, Longjie Yang, Andrew D. Ball:
Characterisation of acoustic emissions for the frictional effect in engines using wavelets based multi-resolution analysis. ICAC 2015: 1-6 - 2014
- [c14]Ruichen Wang
, Zhi Chen, Haijun Xu, Karsten Schmidt
, Fengshou Gu
, Andrew D. Ball:
Modelling and validation of a regenerative shock absorber system. ICAC 2014: 32-37 - [c13]M. Hamed, B. Tesfa, Fengshou Gu
, Andrew D. Ball:
A study of the suspension system for the diagnosis of dynamic characteristics. ICAC 2014: 152-157 - [c12]M. Ahmed, Ann Smith
, Fengshou Gu
, Andrew D. Ball:
Fault diagnosis of reciprocating compressors using revelance vector machines with a genetic algorithm based on vibration data. ICAC 2014: 164-169 - 2013
- [c11]A. Alwodai, Y. Shao, X. Yuan, M. Ahmed, Fengshou Gu, Andrew D. Ball:
Inter-turn short circuit detection based on modulation signal bispectrum analysis of motor current signals. ICAC 2013: 1-6 - [c10]Guojin Feng, Aliwan Mustafa, James Xi Gu, Dong Zhen, Fengshou Gu, Andrew D. Ball:
The real-time implementation of envelope analysis for bearing fault diagnosis based on wireless sensor network. ICAC 2013: 1-6 - [c9]M. Hamed, B. Tesfa, M. Aliwan, G. Li, Fengshou Gu, Andrew D. Ball:
The influence of vehicle tyres pressure on the suspension system response by applying the time-frequency approach. ICAC 2013: 1-6 - [c8]R. Wang, V. T. Tran, Fengshou Gu, Andrew D. Ball:
An investigation on energy recovery analysis of active suspension system. ICAC 2013: 1-6 - 2011
- [c7]Mabrouka Baqqar, Mahmud Ahmed, Fengshou Gu:
Data mining for gearbox condition monitoring. ICAC 2011: 138-142 - [c6]M. Ahmed, S. Abdusslam, Mabrouka Baqqar, Fengshou Gu, Andrew D. Ball:
Fault classification of reciprocating compressor based on Neural Networks and Support Vector Machines. ICAC 2011: 213-218 - [c5]Arthur Anyakwo, Crinela Pislaru, Andrew D. Ball, Fengshou Gu:
A novel approach to modelling and simulation of the dynamic behaviour of the wheel-rail interface. ICAC 2011: 283-288 - [c4]S. Abdusslam, M. Ahmed, P. Raharjo, Fengshou Gu, Andrew D. Ball:
Time Encoded Signal Processing and Recognition of incipient bearing faults. ICAC 2011: 289-293 - 2009
- [c3]Joan Lu, Fengshou Gu, Andrew D. Ball:
Information Management System for Machine Diagnostics - IMSMD on the road map. International Conference on Internet Computing 2009: 264-269 - [c2]Joan Lu, Carl Pain, Andrew D. Ball, John Z. Shi, Fengshou Gu:
An Investigation in Computer Aided Evaluator for Antilock Breaking System - ABS. International Conference on Internet Computing 2009: 324-330 - 2007
- [c1]Kui Zhang, Andrew D. Ball
, Fengshou Gu
, Yuhua Li
:
A Hybrid Model with a Weighted Voting Scheme for Feature Selection in Machinery Condition Monitoring. CASE 2007: 424-429
Coauthor Index
aka: Andrew David Ball
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