Dr. WANG Long (王龍)

Research Output

  1. 2023
  2. Published

    Generative Wind Power Curve Modeling Via Machine Vision: A Deep Convolutional Network Method with Data-Synthesis-Informed-Training

    Yang, L., Wang, L. & Zhang, Z., Mar 2023, In: IEEE Transactions on Power Systems. 38, 2, p. 1111-1124

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

    Scopus citations: 7
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  3. 2022
  4. Published

    A Continual Learning-based Framework for Developing A Single Wind Turbine Cybertwin Adaptively Serving Multiple Modeling Tasks

    Yang, L., Wang, L., Zheng, Z. & Zhang, Z., Jul 2022, In: IEEE Transactions on Industrial Informatics. 18, 7, p. 4912-4921 10 p.

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

    Scopus citations: 9
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  5. Published

    Denoising temporal convolutional recurrent autoencoders for time series classification

    Zheng, Z., Zhang, Z., Wang, L. & Luo, X., Apr 2022, In: Information Sciences. 588, p. 159-173

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

    Scopus citations: 10
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  6. Published

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

    Zheng, Z., Wang, L., Yang, L. & Zhang, Z., Mar 2022, In: IEEE Transactions on Power Systems. 37, 2, p. 1386-1398

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

    Scopus citations: 11
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  7. 2021
  8. 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., 15 Sept 2021, In: IEEE Internet of Things Journal. 8, 18, p. 14003-14012

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

    Scopus citations: 11
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  9. 3D-CNN-Based Sky Image Feature Extraction for Short-Term Global Horizontal Irradiance Forecasting

    Yang, H., Wang, L., Huang, C. & Luo, X., Jul 2021, In: Water (Switzerland). 13, 13, 14 p., 1773.

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

    Scopus citations: 7
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  10. A Hybrid Rao-NM Algorithm for Image Template Matching

    Liu, X., Wang, Z., Wang, L., Huang, C. & Luo, X., Jun 2021, In: Entropy. 23, 6, 678.

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

    Scopus citations: 7
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  11. 2020
  12. Short-Term Soil Moisture Forecasting via Gaussian Process Regression with Sample Selection

    Liu, M., Huang, C., Wang, L., Zhang, Y. & Luo, X., Nov 2020, In: Water (Switzerland). 12, 11, 17 p., 3085.

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

    Scopus citations: 18
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  13. Published

    Robust Forecasting of River-flow Based on Convolutional Neural Network

    Huang, C., Zhang, J., Cao, L., Wang, L., Luo, X., Wang, J. & Bensoussan, A., Oct 2020, In: IEEE Transactions on Sustainable Computing. 5, 4, p. 594-600

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

    Scopus citations: 17
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  14. Published

    Data-driven stochastic diffusion process for wind speed modelling and forecasting

    Huang, C., Yang, H., Wang, L., Luo, X., Wang, W. & Bensoussan, A., Sept 2020, 2020 12th IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC). IEEE, 9220573. (Asia-Pacific Power and Energy Engineering Conference, APPEEC).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  15. 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: 17
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  16. 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: 24
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  17. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 20
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  18. Published

    Parameter Estimation of Lorenz Chaotic System Based on a Hybrid Jaya-Powell Algorithm

    ZHUANG, L., CAO, L., WU, Y., ZHONG, Y., ZHANGZHONG, L., ZHENG, W. & WANG, L., 2020, In: IEEE Access. 8, p. 20514-20522 8963912.

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

    Scopus citations: 16
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  19. 2019
  20. Published

    Data-driven Short-term Solar Irradiance Forecasting Based on Information of Neighboring Sites

    Huang, C., Wang, L. & Lai, L. L., Dec 2019, In: IEEE Transactions on Industrial Electronics. 66, 12, p. 9918-9927

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

    Scopus citations: 66
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  21. Data-Driven Calibration of Soil Moisture Sensor Considering Impacts of Temperature: A Case Study on FDR Sensors

    Chen, L., Zhangzhong, L., Zheng, W., Yu, J., Wang, Z., Wang, L. & Huang, C., Oct 2019, In: Sensors (Switzerland). 19, 20, 4381.

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

    Scopus citations: 15
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  22. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 48
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  23. Published

    Wind turbine generation performance monitoring with Jaya algorithm

    Jin, R., Wang, L., Huang, C. & Jiang, S., 25 Mar 2019, In: International Journal of Energy Research. 43, 4, p. 1604-1611

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

    Scopus citations: 9
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  24. Published

    A hybrid global maximum power point tracking method for photovoltaic arrays under partial shading conditions

    Huang, C., Wang, L., Long, H., Luo, X. & Wang, J., Feb 2019, In: Optik. 180, p. 665-674

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

    Scopus citations: 26
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  25. Published

    Automatic Detection of Rail Surface Cracks with a Superpixel-Based Data-Driven Framework

    Wang, L., Zhuang, L. & Zhang, Z., Jan 2019, In: Journal of Computing in Civil Engineering. 33, 1, 04018053.

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

    Scopus citations: 30
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