Dr. ZHANG Zijun (張子鈞)

Research Output

  1. 2021
  2. Published

    A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages

    Yang, L. & Zhang, Z., Sep 2021, In: IEEE Transactions on Industrial Informatics. 17, 9, p. 6390-6398 9146603.

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

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  3. Published

    A two-stage model for asynchronously scheduling offshore wind farm maintenance tasks and power productions

    Zhang, B. & Zhang, Z., Sep 2021, In: International Journal of Electrical Power & Energy Systems. 130, 107013.

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

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  4. Online published

    Generative Probabilistic Wind Speed Forecasting: A Variational Recurrent Autoencoder Based Method

    Zheng, Z., Wang, L., Yang, L. & Zhang, Z., 18 Aug 2021, (Online published) In: IEEE Transactions on Power Systems.

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

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  5. Published

    Automated rail surface crack analytics using deep data-driven models and transfer learning

    Zheng, Z., Qi, H., Zhuang, L. & Zhang, Z., Jul 2021, In: Sustainable Cities and Society. 70, 102898.

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

    Scopus citations: 3
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  6. Online published

    A robust model for scheduling power productions of multiple offshore wind farms using one-to-many maintenance services

    Zhang, B. & Zhang, Z., 26 Jun 2021, (Online published) In: IET Renewable Power Generation.

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

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  7. Published

    Early prediction of battery lifetime via a machine learning based framework

    Fei, Z., Yang, F., Tsui, K., Li, L. & Zhang, Z., 15 Jun 2021, In: Energy. 225, 120205.

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

    Scopus citations: 5
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  8. Published

    A Two-Stage Deep Autoencoder-Based Missing Data Imputation Method for Wind Farm SCADA Data

    Liu, X. & Zhang, Z., 1 May 2021, In: IEEE Sensors Journal. 21, 9, p. 10933-10945

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

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  9. Online published

    Soil Moisture Sensor-based Automated Soil Water Content Cycle Classification with a Hybrid Symbolic Aggregate Approximation Algorithm

    Wang, Z., Wang, L., Huang, C., Zhang, Z. & Luo, X., 24 Mar 2021, (Online published) In: IEEE Internet of Things Journal.

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

    Scopus citations: 1
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  10. Online published

    Short-term Multi-step Ahead Wind Power Predictions Based on A Novel Deep Convolutional Recurrent Network Method

    Liu, X., Yang, L. & Zhang, Z., 22 Mar 2021, (Online published) In: IEEE Transactions on Sustainable Energy.

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

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  11. Published

    Short-term predictions of multiple wind turbine power outputs based on deep neural networks with transfer learning

    Liu, X., Cao, Z. & Zhang, Z., 15 Feb 2021, In: Energy. 217, 119356.

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

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  12. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  13. Published

    The optimal hourly electricity price considering wind electricity uncertainty based on conditional value at risk

    Qiao, H., Zhang, Z. & Su, Q., 2021, In: International Journal of Green Energy. 18, 5, p. 512-524

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

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  14. Published

    The variational kernel-based 1-D convolutional neural network for machinery fault diagnosis

    Mo, Z., Zhang, Z. & Tsui, K., 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 3523210.

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

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  15. Published

    Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning Based Approach

    Yang, L. & Zhang, Z., 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 3507911.

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

    Scopus citations: 3
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  16. 2020
  17. Online published

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

    Chen, J., Zhang, Z. & Wu, F., 27 Sep 2020, (Online published) In: International Journal of Production Research. 15 p.

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

    Scopus citations: 1
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  18. Published

    A Novel Spline Model Guided Maximum Power Point Tracking Method for Photovoltaic Systems

    Huang, C., Wang, L., Zhang, Z., Yeung, R. S., Bensoussan, A. & Chung, H. S., Jul 2020, In: IEEE Transactions on Sustainable Energy. 11, 3, p. 1309-1322 8740881.

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

    Scopus citations: 8
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  19. Published

    The automatic segmentation of residential solar panels based on satellite images: A cross learning driven U-Net method

    Zhuang, L., Zhang, Z. & Wang, L., Jul 2020, In: Applied Soft Computing Journal. 92, 106283.

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

    Scopus citations: 3
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  20. Published

    Hybrid Ensemble Deep Learning for Deterministic and Probabilistic Low-Voltage Load Forecasting

    Cao, Z., Wan, C., Zhang, Z., Li, F. & Song, Y., May 2020, In: IEEE Transactions on Power Systems. 35, 3, p. 1881-1897 8863951.

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

    Scopus citations: 26
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  21. Published

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

    Huang, C., Zhao, Z., Wang, L., Zhang, Z. & Luo, X., 27 Apr 2020, In: IET Renewable Power Generation. 14, 6, p. 1020-1030

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

    Scopus citations: 7
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  22. Published

    A comparative study of the data-driven day-ahead hourly provincial load forecasting methods: From classical data mining to deep learning

    Liu, X., Zhang, Z. & Song, Z., Mar 2020, In: Renewable & Sustainable Energy Reviews. 119, 109632.

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

    Scopus citations: 8
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