Dr. WANG Long (王龍)
Research Output
- 2023
- 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. 1111-1124Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7 - 2022
- 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 journal › peer-review
Scopus citations: 9 - 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. 159-173Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 10 - 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. 1386-1398Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 11 - 2021
- 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. 14003-14012Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 11 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 journal › peer-review
Scopus citations: 7A 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 journal › peer-review
Scopus citations: 7- 2020
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 journal › peer-review
Scopus citations: 18- 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. 594-600Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 17 - 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
- 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 journal › peer-review
Scopus citations: 17 - 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 journal › peer-review
Scopus citations: 24 - 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. 1020-1030Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 20 - 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 journal › peer-review
Scopus citations: 16 - 2019
- 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. 9918-9927Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 66 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 journal › peer-review
Scopus citations: 15- 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 journal › peer-review
Scopus citations: 48 - 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. 1604-1611Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 9 - 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. 665-674Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 26 - 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 journal › peer-review
Scopus citations: 30