l  装备运行可靠性分析与寿命预测

Y. Wang, Y. Peng and T. W. S. Chow, “Adaptive Particle Filter-Based Approach for RUL Prediction Under Uncertain Varying Stresses With Application to HDD,” IEEE Transactions on Industrial Informatics, Sept. 2021, (SCI, EI, 中科院一区).

J. Li, Y. Wang, Y. Zi and Z. Zhang, "Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions," IEEE Transactions on Neural Networks and Learning Systems, Apr. 2021,(SCI, EI, 中科院一区).

X. Cao, Y. Wang, B. Chen and N. Zeng, “Domain-adaptive intelligence for fault diagnosis based on deep transfer learning from scientific test rigs to industrial applications,” Neural Computing and Applications, vol. 33, no. 9, pp. 4483­‑4499, May. 2021, (SCI, EI).

Y. Wang, L. He, S. Jiang and T. W. S. Chow, "Failure Prediction of Hard Disk Drives Based on Adaptive Rao–Blackwellized Particle Filter Error Tracking Method," IEEE Transactions on Industrial Informatics, vol. 17, no. 2, pp. 913-921, Feb. 2021,(SCI, EI, 中科院一区).

Z. Chen, Y. Zi, Z. Xiao, Y. Wang and S. Qing, “A Bilateral Second-Order Synchrosqueezing Transform and Application to Vibration Monitoring of Aerospace Engine,” IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-15, May. 2021, ( SCI, EI).

J. Li, Y. Wang, Y. Zi, X. Sun and Y. Yang, “A Current Signal-Based Adaptive Semisupervised Framework for Bearing Faults Diagnosis in Drivetrains,” IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-12, Jan. 2021, (SCI, EI).

Y. Wang, X. Sun, J. Li and Y. Yang, “Intelligent Fault Diagnosis With Deep Adversarial Domain Adaptation,” IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-9, Jan. 2021, (SCI, EI).

G. Wang, Y. Wang and X. Sun, "Multi-Instance Deep Learning Based on Attention Mechanism for Failure Prediction of Unlabeled Hard Disk Drives," IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-9, Apr 2021, (SCI, EI).

Y. Peng, Y. Wang, J. S. Xie, Y. Y. Zi, “Adaptive stochastic-filter-based failure prediction model for complex repairable systems under uncertainty conditions,” Reliability Engineering & System Safety, vol. 204, Dec. 2020, (SCI, EI, 中科院一区).

Y. Peng, Y. Wang, G. Wang and K. L. Tsui, "Doubly Stochastic Cumulative Damage Model for RUL Prediction of HDDs in Uncertain Operating Environments," IEEE Transactions on Industrial Electronics, Aug. 2020, (SCI, EI, 中科院一区).

A. Yang, Y. Wang, Y. Zi and T. W. S. Chow, "An Enhanced Trace Ratio Linear Discriminant Analysis for Fault Diagnosis: An Illustrated Example Using HDD Data," IEEE Transactions on Instrumentation and Measurement, vol. 68, no. 12, pp. 4629-4639, Dec. 2019, (SCI, EI).

Y. Wang, Y. Peng, Y. Z, X. Jin, K. L. Tsui, “A Two-stage Data-driven Based Prognostic Approach for Bearing Degradation Problem,” IEEE Transactions on Industrial Informatics, vol. 12, no. 3, pp. 924–932, Jun. 2016 , (SCI, EI,中科院一区).

Y. Wang, Q. Miao, E. W. M. Ma, K. L. Tsui, and M. Pecht, “Online anomaly detection for hard disk drive based on Mahalanobis distance,” IEEE Transactions on Reliability, vol. 62, no. 1, pp. 136–145, Mar. 2013(SCI, EI).

Y. Wang, E. W. M. Ma, T. W.S. Chow, and K. L. Tsui, “A two-step parametric method for failure prediction in hard disk drives,” IEEE Transactions on Industrial Informatics, vol. 10, no. 1, pp. 419–430, Feb. 2014(SCI, EI,中科院一区).

Y. Wang, Z. S. Ye, and K. L. Tsui, “Stochastic evaluation of magnetic head wears in hard disk drives,” IEEE Transactions on Magnetics, vol. 50, no. 5, pp. 1–7, May 2014(SCI, EI).

Y. Peng, Y. Wang*, and Y. Zi, "Switching state-space degradation model with recursive filter/smoother for prognostics of remaining useful life," IEEE Transactions on Industrial Informatics, vol. PP, no. 99, pp. 1-1, Feb 2019(SCI, EI,中科院一区).

Y. Peng, Y. Wang*, Y. Zi, K.-L. Tsui, C. Zhang, Dynamic Reliability assessment and prediction for repairable systems with interval-censored data，Reliability Engineering & System Safety, vol. 159, pp. 301-309,Jan 2017,(SCI, EI).

Z. S. Ye, Y. Wang, K. L. Tsui, and M. Pecht, “Degradation data analysis using Wiener processes with measurement errors,” IEEE Transactions on Reliability, vol. 62, no. 4, pp. 772–780, Dec. 2013. (SCI, EI, 高被引论文（ESI）)

l  纳米界面动力学

Y. Wang et al., "The Instability of Angstrom-Scale Head-Disk Interface Induced by Electrostatic Force," IEEE Transactions on Magnetics, vol. 51, no. 11, pp. 1-4, Nov. 2015,  (SCI, EI).

Y. Wang, X. Jin, S. Chen, X. Wei, and K. L. Tsui, “Effect of low-frequency vibration in z-direction (out-of-plane) on slider dynamics,” IEEE Transactions on Magnetics, vol. 49, no. 9, pp. 4977– 4981, Sept. 2013(SCI, EI).

Y. Wang, X. Wei, Y. Zi, K.-L. Tsui, “In Situ Measurement of Seeking Speed and Seeking Induced Head-Disk Interface Instability in Hard Disk Drives,” Shock and vibration, vol. 2015, Article ID 989854(SCI, EI) 

D. Zhao, Y. Wang*, X. Wang, X. Wei, S. Chen, and K. L. Tsui, “Head stack assembly offtrack dynamics investigation via slider protrusion touch down,” IEEE Transactions on Magnetics, vol. 49, no. 2, pp. 703–706, Feb. 2013(SCI, EI).

D. Zhao, X. Wei, B. Liu, S. Chen, Y. Wang and A. Peng, "Thermal Asperity Sensor Application to Hard Disk Drive Operational Shock," IEEE Transactions on Magnetics, vol. 49, no. 2, pp. 699-702, Feb. 2013.（SCI,EI）.

Y. Wang, J. Yuan, A. Yang and S. W. Chen，"Time-frequency signature investigation of operational shock-induced slider transient dynamics and damage by enhanced ensemble noise-reconstructed EMD," Tribology International, vol. 138, pp. 330-341, Oct.2019.(SCI, EI, 中科院一区).

l  纳观磨损

Y. Wang, X. Wei, X. Liang, S. Yin, Y. Zi and K. Tsui, "An In Situ Measurement Method for Electric Potential at Head-Disk Interface Using a Thermal Asperity Sensor," IEEE Transactions on Magnetics, vol. 52, no. 1, pp. 1-6, Jan. 2016 ,(SCI, EI).

Y. Wang, X. Wei, X. Liang, Y. Zi, K.-L. Tsui, “Slider Dynamics and Wear Behaviors at Sub-Nano-Clearance Head-Disk Interface,” IEEE Transactions on Magnetics, vol. 52, no.1, pp. 1–9, Jan. 2017, (SCI, EI).

Y. Wang, X. Wei, K. L. Tsui, and T. W.S. Chow “Tribological degradation of head-disk interface in hard disk drives under accelerated wear condition,” IEEE Transactions on Magnetics, vol. 50, no. 3, pp. 27–33, Mar. 2014(SCI, EI).

Y. Wang et al., "The Instability of Angstrom-Scale Head-Disk Interface Induced by Electrostatic Force," IEEE Transactions on Magnetics, vol. 51, no. 11, pp. 1-4, Nov. 2015, (SCI, EI）.

A. Yang, Y. Wang*（共同一作）, Y. Zi, X. Liang, “Quantitative identification of slider nanoscale wear based on the head-disk interface dynamics,” Tribology International, vol. 116, pp. 95-104, 2017(SCI, EI, 中科院一区).

Y. Wang and X. Wei, "Wear Study for Dual-Heater Slider Under High Temperature," IEEE Transactions on Magnetics, vol. 54, no. 11, pp. 1-4, Nov. 2018, (SCI, EI）.