Statistical Monitoring of Multivariate Quality Profiles Using Correlated Gaussian Processes

Project: Research

Research Output

  1. 2021
  2. Published

    A data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects

    Chen, J., Zhang, Z. & Wu, F., 2021, In: International Journal of Production Research. 59, 16, p. 4779-4793 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 29
    Check@CityULib
  3. Published

    Modeling multivariate profiles using Gaussian process-controlled B-splines

    Ghosh, M., Li, Y., Zeng, L., Zhang, Z. & Zhou, Q., 2021, In: IISE Transactions. 53, 7, p. 787–798 12 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 14
    Check@CityULib
  4. 2020
  5. Published

    Point and interval forecasting of solar irradiance with an active Gaussian process

    Huang, C., Zhao, Z., Wang, L., Zhang, Z. & Luo, X., Apr 2020, In: IET Renewable Power Generation. 14, 6, p. 1020-1030

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 25
    Check@CityULib
  6. 2019
  7. Published

    Data-driven building load profiling and energy management

    Zhu, J., Shen, Y., Song, Z., Zhou, D., Zhang, Z. & Kusiak, A., Aug 2019, In: Sustainable Cities and Society. 49, 101587.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
    Check@CityULib
  8. Published

    A Two-Stage Data-Driven Approach for Image-Based Wind Turbine Blade Crack Inspections

    Wang, L., Zhang, Z. & Luo, X., Jun 2019, In: IEEE/ASME Transactions on Mechatronics. 24, 3, p. 1271-1281 8676369.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 58
    Check@CityULib
  9. 2018
  10. Published

    Data-driven predictive analytics of unexpected wind turbine shut-downs

    Man, J., Zhang, Z. & Zhou, Q., Nov 2018, In: IET Renewable Power Generation. 12, 15, p. 1833–1842

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
    Check@CityULib
  11. Published

    Wind turbine health state monitoring based on a Bayesian data-driven approach

    Song, Z., Zhang, Z., Jiang, Y. & Zhu, J., Sept 2018, In: Renewable Energy. 125, p. 172-181

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 50
    Check@CityULib
  12. Published

    Automated vision inspection of rail surface cracks: A double-layer data-driven framework

    Zhuang, L., Wang, L., Zhang, Z. & Tsui, K. L., Jul 2018, In: Transportation Research Part C: Emerging Technologies. 92, p. 258-277

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 43
    Check@CityULib
  13. Published

    Wind Turbine Blade Breakage Monitoring with Deep Autoencoders

    Wang, L., Zhang, Z., Xu, J. & Liu, R., Jul 2018, In: IEEE Transactions on Smart Grid. 9, 4, p. 2824-2833

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 139
    Check@CityULib
  14. Published

    A GPU-accelerated parallel Jaya algorithm for efficiently estimating Li-ion battery model parameters

    Wang, L., Zhang, Z., Huang, C. & Tsui, K. L., Apr 2018, In: Applied Soft Computing Journal. 65, p. 12-20

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 54
    Check@CityULib
  15. Published

    Pairwise Estimation of Multivariate Gaussian Process Models With Replicated Observations: Application to Multivariate Profile Monitoring

    Li, Y., Zhou, Q., Huang, X. & Zeng, L., 2018, In: Technometrics. 60, 1, p. 70-78

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 18
    Check@CityULib