Dr. YANG Fangfang (楊芳芳)

Research Output

  1. 2020
  2. Published

    Data-Driven Battery Health Prognosis Using Adaptive Brownian Motion Model

    Dong, G., Yang, F., Wei, Z., Wei, J. & Tsui, K., Jul 2020, In : IEEE Transactions on Industrial Informatics. 16, 7, p. 4736-4746 8873668.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  3. Published

    Constructing a health indicator for roller bearings by using a stacked auto-encoder with an exponential function to eliminate concussion

    Xu, F., Huang, Z., Yang, F., Wang, D. & Tsui, K. L., Apr 2020, In : Applied Soft Computing Journal. 89, 106119.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
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  4. Published

    Battery prognostics at different operating conditions

    Wang, D., Kong, J., Yang, F., Zhao, Y. & Tsui, K., Feb 2020, In : Measurement: Journal of the International Measurement Confederation. 151, 107182.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  5. Published

    Extracting degradation trends for roller bearings by using a moving-average stacked auto-encoder and a novel exponential function

    Xu, F., Yang, F., Fan, X., Huang, Z. & Tsui, K. L., Feb 2020, In : Measurement: Journal of the International Measurement Confederation. 152, 107371.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
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  6. Published

    SOH Estimation and SOC Recalibration of Lithium-Ion Battery with Incremental Capacity Analysis & Cubic Smoothing Spline

    Lin, C. P., Cabrera, J., Yu, D. Y. W., Yang, F. & Tsui, K. L., 2020, In : Journal of the Electrochemical Society. 167, 9, 090537.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  7. 2019
  8. Published

    A comprehensive investigation of lithium-ion battery degradation performance at different discharge rates

    Yang, A., Wang, Y., Yang, F., Wang, D., Zi, Y., Tsui, K. L. & Zhang, B., 15 Dec 2019, In : Journal of Power Sources. 443, 227108.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 3
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  9. Published

    A coulombic efficiency-based model for prognostics and health estimation of lithium-ion batteries

    Yang, F., Song, X., Dong, G. & Tsui, K., 15 Mar 2019, In : Energy. 171, p. 1173-1182

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 12
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  10. Published

    Bearing Performance Degradation Assessment Based on Ensemble Empirical Mode Decomposition and Affinity Propagation Clustering

    XU, F., SONG, X., TSUI, K., YANG, F. & HUANG, Z., 2019, In : IEEE Access. 7, p. 54623-54637 8698835.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 7
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  11. Published

    Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries

    SONG, X., YANG, F., WANG, D. & TSUI, K., 2019, In : IEEE Access. 7, p. 88894-88902 8754752.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 5
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  12. Published

    Convolutional Gated Recurrent Unit-Recurrent Neural Network for State-of-Charge Estimation of Lithium-Ion Batteries

    HUANG, Z., YANG, F., XU, F., SONG, X. & TSUI, K., 2019, In : IEEE Access. 7, p. 93139-93149

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 2
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  13. Published

    State-of-Charge Estimation of Lithium-Ion Batteries via Long Short-Term Memory Network

    YANG, F., SONG, X., XU, F. & TSUI, K., 2019, In : IEEE Access. 7, p. 53792-53799 8695733.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 15
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  14. 2018
  15. Published

    A study of the relationship between coulombic efficiency and capacity degradation of commercial lithium-ion batteries

    Yang, F., Wang, D., Zhao, Y., Tsui, K. & Bae, S. J., 15 Feb 2018, In : Energy. 145, p. 486-495

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 48
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  16. 2017
  17. Published

    Battery remaining useful life prediction at different discharge rates

    Wang, D., Yang, F., Zhao, Y. & Tsui, K., Nov 2017, In : Microelectronics Reliability. 78, p. 212-219

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 22
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  18. Published

    Nonlinear-drifted Brownian motion with multiple hidden states for remaining useful life prediction of rechargeable batteries

    Wang, D., Zhao, Y., Yang, F. & Tsui, K., 1 Sep 2017, In : Mechanical Systems and Signal Processing. 93, p. 531-544

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 30
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  19. Published

    Prognostics of Lithium-ion batteries based on state space modeling with heterogeneous noise variance

    Wang, D., Yang, F., Zhao, Y. & Tsui, K. L., Aug 2017, In : Microelectronics Reliability. p. 1-8

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 18
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  20. Published

    Prognostics of Li(NiMnCo)O2-based lithium-ion batteries using a novel battery degradation model

    Yang, F., Wang, D., Xing, Y. & Tsui, K., Mar 2017, In : Microelectronics Reliability. 70, p. 70-78

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 34
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  21. 2016
  22. Published

    Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter

    Wang, D., Yang, F., Zhou, Q., Tsui, K. & Bae, S. J., Jun 2016, In : IEEE Transactions on Instrumentation and Measurement. 65, 6, p. 1282-1291

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 80
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  23. Published

    A comparative study of three model-based algorithms for estimating state-of-charge of lithium-ion batteries under a new combined dynamic loading profile

    Yang, F., Xing, Y., Wang, D. & Tsui, K., 15 Feb 2016, In : Applied Energy. 164, p. 387-399

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 93
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  24. 2014
  25. Published

    A restructured work shift schedule discussion for emergency department: a case study in Hong Kong

    YANG, F. F., WONG, Z. S. Y. & TSUI, K. L., 16 May 2014.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33)32_Refereed conference paper (no ISBN/ISSN)

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