Selected Publications
My research interests include prognostics and health management, condition monitoring and fault diagnosis, data mining, statistical modeling, deep learning, sensors and non-destructive testing. My research works mainly appear in Mechanical Systems and Signal Processing, Journal of Sound and Vibration, IEEE Transactions, ASME Transactions, Journal of Power Sources, Energy, etc. 11 papers were selected by Essential Science Indicators (ESI) in Engineering (Top 1%). According to Google Scholar, my papers are cited over 2000 times.
Selected Publications
[J1] Dong Wang, Zhike Peng, Lifeng Xi, The Sum of Weighted Normalized Square Envelope: A Unified Framework for Kurtosis, Negative Entropy, Gini Index and Smoothness Index for Machine Health Monitoring, Mechanical Systems and Signal Processing.
[J2] Dong Wang, Kwok-Leung Tsui, Statistical modeling of bearing degradation signals, IEEE Transactions on Reliability, 66 (2017) 1331 - 1344.
[J3] Dong Wang, Kwok-Leung Tsui, Brownian motion with adaptive drift for remaining useful life prediction: revisited, Mechanical Systems and Signal Processing, 99 (2018) 691-701.
[J4] Dong Wang, Kwok-Leung Tsui, Two novel mixed effects models for prognostics of rolling element bearings, Mechanical Systems and Signal Processing, 99 (2018) 1-13.
[J5] Dong Wang, Spectral L2/L1 norm: A new perspective for spectral kurtosis for characterizing non-stationary signals, Mechanical Systems and Signal Processing, 104 (2018) 290-293.
[J6] Dong Wang, Some further thoughts about spectral kurtosis, spectral L2/L1 norm, spectral smoothness index and spectral Gini index for characterizing repetitive transients, Mechanical Systems and Signal Processing, 108C (2018) pp. 360-368.
[J7] Dong Wang, Kwok-Leung Tsui, Dynamic Bayesian Wavelet Transform: New Methodology for Extraction of Repetitive Transients, Mechanical Systems and Signal Processing, 88 (2017) 137-144.
[J8] Dong Wang, Qiang Miao, Qinghua Zhou, Guangwu Zhou, An intelligent prognostic system for gear performance degradation assessment and remaining useful life estimation, Journal of Vibration and Acoustics-Transactions of The ASME, 137 (2015) 021004.
[J9] Dong Wang, Kwok-Leung Tsui, Theoretical investigation of the upper and lower bounds of a generalized dimensionless bearing health indicator, Mechanical Systems and Signal Processing, 98C (2018) 890-901.
[J10] Dong Wang, Xuejun Zhao, Lin-Lin Kou, Yong Qin, Yang Zhao, Kwok-Leung Tsui, A simple and fast guideline for generating squared envelope spectra from spectral coherence for bearing fault diagnosis, Mechanical Systems and Signal Processing, 122 (2019) 754-768.
[J11] Dong Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Zhou, Suk Joo Bae, Remaining useful life prediction of lithium-ion batteries based on spherical cubature particle filter, IEEE Transactions on Instrumentation and Measurement, 65 (2016) 1282-1291.
[J12] Dong Wang, Yang Zhao, Fangfang Yang, Kwok-Leung Tsui, Nonlinear-Drifted Brownian Motion with Multiple Hidden States and Its Application to Prognostics of Lithium-ion Batteries, Mechanical Systems and Signal Processing, 93 (2017) 531-544.
[J13] Dong Wang, Peter W. Tse, Prognostics of oil sand pumps based on a moving-average wear degradation index and a general sequential Monte Carlo method, Mechanical Systems and Signal Processing, 56-57 (2015) 213-229.
[J14] Dong Wang, Peter W. Tse, Kwok Leung Tsui, An enhanced Kurtogram method for fault diagnosis of rolling element bearings, Mechanical Systems and Signal Processing, 35 (2013) 176-199.
[J15] Dong Wang, Peter W. Tse, A general sequential Monte Carlo method based optimal wavelet filter: a Bayesian approach for extracting bearing fault features, Mechanical Systems and Signal Processing, 52-53, (2015) 293-308.
[J16] Dong Wang, Qiang Miao, Some Improvements on A General Particle Filter based Bayesian Approach for Extracting Bearing Fault Features, Journal of Vibration and Acoustics-Transactions of The ASME, 137 (4) 041016.
[J17] Dong Wang, Qiang Miao, Smoothness index-guided Bayesian inference for determining joint posterior probability distributions of anti-symmetric real Laplace wavelet parameters for identification of different bearing faults, Journal of Sound and Vibration, 345 (2015) pp.250-266.
[J18] Dong Wang, Kwok-Leung Tsui, Qiang Zhou, Novel Gauss-Hermite integration based Bayesian inference on optimal wavelet parameters for bearing fault diagnosis, Mechanical Systems and Signal Processing, 72-73 (2016) 80-91.
[J19] Dong Wang, An extension of the Infograms to novel Bayesian inference for bearing fault feature extraction, Mechanical Systems and Signal Processing, 80 (2016) 19-30.
[J20] Dong Wang, Yang Zhao, Cai Yi, Kwok-Leung Tsui, Jianhui Lin, Sparsity guided empirical wavelet transform for fault diagnosis of rolling element bearings, Mechanical Systems and Signal Processing, 101C (2018) pp. 292-308.
[J21] Dong Wang, Qiang Miao, Rui Kang, Robust health evaluation of gearbox subject to tooth failure with wavelet decomposition, Journal of Sound and Vibration, 324 (2009) 1141-1157.
[J22] Dong Wang, Peter W. Tse, Wei Guo, Qiang Miao, Support vector data description for fusion of multiple health indicators for enhancing gearbox fault diagnosis and prognosis, Measurement Science and Technology, 22 (2011) 025102.
[J23] Dong Wang, Peter W. Tse, Yiu L. Tse, A morphogram with the optimal selection of parameters used in morphological analysis for enhancing the ability in bearing fault diagnosis, Measurement Science and Technology, 23 (2012) 065001.
[J24] Dong Wang, Peter W. Tse, A new blind fault component separation algorithm for a single-channel mechanical signal mixture, Journal of Sound and Vibration, 331 (2012) 4956-4970.
[J25] Dong Wang, Qiang Miao, Michael Pecht, Prognostics of lithium-ion batteries based on relevance vectors and a conditional three-parameter capacity degradation model, Journal of Power Sources, 239 (2013) 253-264.
[J26] Dong Wang, Wei Guo, Xiaojuan Wang, A joint sparse wavelet coefficient extraction and adaptive noise reduction method in recovery of weak bearing fault features from a multi-component signal mixture, Applied Soft Computing, 13 (2013) 4097-4104.
[J27] Peter W. Tse, Dong Wang, The design of a new sparsogram for fast bearing fault diagnosis: Part 1 of the two related manuscripts that have a joint title as “Two automatic vibration-based fault diagnostic methods using the novel sparsity measurement – Parts 1 and 2”, Mechanical Systems and Signal Processing, 40 (2013) 499-519.
[J28] Peter W. Tse, Dong Wang, The automatic selection of an optimal wavelet filter and its enhancement by the new sparsogram for bearing fault detection: Part 2 of the two related manuscripts that have a joint title as “Two automatic vibration-based fault diagnostic methods using the novel sparsity measurement—Parts 1 and 2”, Mechanical Systems and Signal Processing, 40 (2013) 520-544.
[J29]Dong Wang, Changqing Shen, Peter W. Tse, A novel adaptive wavelet stripping algorithm for extracting the transients caused by bearing localized faults, Journal of Sound and Vibration, 332 (2013) 6871-6890.
[J30] Dong Wang, Wei Guo, Peter W. Tse, An enhanced empirical mode decomposition method for adaptive blind component separation of a single-channel vibration signal mixture, Journal of Vibration and Control, 22 (2016) 2603-2618.
[J31] Dong Wang, Changqing Shen, An equivalent cyclic energy indicator for bearing performance degradation assessment, Journal of Vibration and Control, 22 (2016) 2380-2388.
[J32]Dong Wang, K-nearest neighbors based methods for identification of different gear crack levels under different motor speeds and loads: revisited, Mechanical Systems and Signal Processing, 70-71 (2016) 201-208.
[J33] Dong Wang, Kwok-Leung Tsui, Yong Qin, Optimization of segmentation fragments in empirical wavelet transform and its applications to extracting industrial bearing fault features, Measurement, 133 (2019) 328-340.
[J34] Dong Wang, Jin-zhen Kong, Yang Zhao, Kwok-Leung Tsui, Piecewise Model Based Intelligent Prognostics for State of Health Prediction of Rechargeable Batteries with Capacity Regeneration Phenomena, Measurement, 147 (2019) 106836.
[J35] Dong Wang, Jin-zhen Kong, Fangfang Yang, Yang Zhao, Kwok-Leung Tsui, Battery Prognostics at Different Operating Conditions, Measurement, 151 (2020) 107182.
[J36] Dong Wang, Qiang Zhou, Kwok-Leung Tsui, On the distribution of the modulus of Gabor wavelet coefficients and the upper bound of the dimensionless smoothness index in the case of additive Gaussian noises: revisited, Journal of Sound and Vibration, 395 (2017) 393-400.
[J37] Dong Wang, Changqing Shen, An equivalent cyclic energy indicator for bearing performance degradation assessment, Journal of Vibration and Control, 22 (2016) 2380-2388.
[J38] Dong Wang, Wei Guo, Xiaojuan Wang, A joint sparse wavelet coefficient extraction and adaptive noise reduction method in recovery of weak bearing fault features from a multi-component signal mixture, Applied Soft Computing, 13 (2013) 4097-4104.
[J39] Dong Wang, Wei Guo, Extraction of sparse equalized signals in recovery of potential cyclic impulses from a multi-fault signal mixture, Journal of Vibration and Control, 20 (2014) 1735-1750.
[J40] Dong Wang, Fangfang Yang, Yang Zhao, Kwok-Leung Tsui, Remaining useful life prediction of lithium-ion batteries at different discharge current rates, Microelectronics Reliability, 78 (2017) 212-219.
[J41] Dong Wang, Fangfang Yang, Yang Zhao, Kwok-Leung Tsui, Prognostics of Lithium-ion Batteries Based on State Space Modeling with Heterogeneous Noise Variances, Microelectronics Reliability, 75 (2017) 1-8.
[J42] Dong Wang, Kwok-Leung Tsui, Qiang Miao, Prognostics and health management: a review of bearing and gear health indicators, IEEE Access, 6 (2018) 665-676.
[J43] Fangfang Yang, Dong Wang, Yinjiao Xing, Kwok-Leung Tsui, Prognostics of Li(NiMnCo)O2-based lithium-ion batteries using a novel battery degradation model, Microelectronics Reliability, 70 (2017) 70-78.
[J44] Qiang Miao, Dong Wang, and Hong-Zhong Huang, Identification of characteristic components in frequency domain from signal singularities, Review of Scientific Instruments, 81 (2010) 035113.
[J45] Fangfang Yang, Dong Wang, Yang Zhao, Kwok-Leung Tsui, Suk Joo Bae, A study of the relationship between coulombic efficiency and capacity degradation of commercial lithium-ion batteries, Energy, 145 (2018) 486-495.
[J46] Changqing Shen, Dong Wang, Fanrang Kong, Peter W. Tse, Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier, Measurement, 46 (2013) 1551-1564.
[J47] Xiang Wan, Dong Wang*, Peter W. Tse, Guanghua Xu, Qing Zhang, A critical study of dimensionality reduction methods for gear crack degradation assessment under different operating conditions, Measurement, 78 (2016) 138-150.
[J48] Jingjing Zhong, Peter W. Tse, Dong Wang*, Novel Bayesian inference on optimal parameters of support vector machines and its application to industrial survey data classification, Neurocomputing, 211 (2016) 159-171.
