王怀智      副研究员

Sex:

Email: wanghz@szu.edu.cn

Office: S626

Talent title: 深圳市孔雀计划C类、深圳南山区领航C类

Final degree: 博士(PhD)

Tel:

Advisor qualification: 硕士生导师

Research Interest:

(1)医疗机器人与计算机视觉;(2)无人驾驶与三维重建;(3)大数据与医学图像处理;(4)云计算与机电暂态仿真。
学术影响力请访问谷歌学术:https://scholar.google.com.hk/citations?user=WpxeKUwAAAAJ&hl=zh-TW&oi=ao
欢迎自动化、机械、电气等专业硕士生(包括东莞联培)自荐,请邮箱(wanghz@szu.edu.cn)联系。
长期招聘博士后、副研究员、RA(Research Assistant),欢迎邮件联系。

Undergraduate Course:

Graduate Course:

Education:

1. 2012/09-2015/07,华南理工大学, 电力系统及其自动化,博士
2. 2009/09-2012/07, 威斯尼斯, 控制科学,硕士
3. 2005/09-2009/07, 威斯尼斯, 自动化科学,学士

Career:

1. 2014/05-2015/05, 香港理工大学, 电气工程系, Research Assistant
2. 2015/07-2017/09, 威斯尼斯, 自动化科学系, 助理教授
3. 2017/09-目前, 威斯尼斯, 自动化科学系, 副研究员

Publication:

第一作者论文:
[1] Huaizhi Wang et al, Deep belief network based deterministic and probabilistic wind speed forecasting approach, Applied Energy, 2016.11.15, 182: 80~93.(被引230次,ESI前0.1%热点论文,ESI前1%高被引论文,获Applied Energy年度高被引论文奖,中科院JCR大类一区、小类一区,顶级期刊,深度学习领域)
[2] Huaizhi Wang, et al, Deep learning based ensemble approach for probabilistic wind power forecasting, Applied Energy, 2017.2.15, 2017(188): 56~70.(被引285次,ESI前1%高被引论文,获Applied Energy年度高被引论文奖,中科院JCR大类一区、小类一区,顶级期刊,深度学习领域)
[3] Huaizhi Wang, et al. A review of deep learning for renewable energy forecasting system [J], Energy Conversion and Management, 2019, 198: 111799. (被引81次,ESI前1%高被引论文,中科院JCR大类一区、小类一区,顶级期刊,机器学习领域)
[4] Huaizhi Wang, et al, GPNBI-inspired MOSFA for Pareto operation optimization of integrated energy system, Energy Conversion and Management, 2017.12.1, 202: 57~73. (被引10次,中科院JCR大类一区、小类一区,顶级期刊, 能源调度领域)
[5] Huaizhi Wang, et al, Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network, Energy Conversion and Management, Volume 153, 2017, Pages 409-422. (被引57次,中科院JCR大类一区、小类一区,顶级期刊,机器学习领域)
[6] Huaizhi Wang, et al. Deep learning-based interval state estimation of AC smart grids against sparse cyber attacks [J], IEEE Transactions on Industrial Informatics, 2018, 14 (11): 4766-4778. (被引35次,中科院JCR大类一区、小类一区,顶级期刊,信息科学领域)
[7] Huaizhi Wang, et al. Dynamic Data Injection Attack Detection of Cyber-Physical Power Systems with Uncertainties [J], IEEE Transactions on Industrial Informatics, 15 (10): 2019. (中科院JCR大类一区、小类一区,顶级期刊,信息科学领域)
[8] Huaizhi Wang, et al. Echo state network based ensemble approach for wind power forecasting [J], Energy Conversion and Management, 2019, 201: 112188. (中科院JCR大类一区、小类一区,顶级期刊,机器学习领域)
[9] Huaizhi Wang, et al. Deep Learning Aided Interval State Prediction for Improving Cyber Security in Energy Internet [J], Energy, 2019, 174: 1292-1304. (中科院JCR大类二区、小类一区,顶级期刊,深度学习领域)
[10] Huaizhi Wang, et al. Unscented Kalman Filter based interval state estimation of cyber physical energy system for detection of dynamic attack [J], Energy, 2019, 188:116036. (中科院JCR大类二区、小类一区,顶级期刊,深度学习领域)
[11] Huaizhi Wang, et al. Multiobjective Reinforcement Learning-Based Intelligent Approach for Optimization of Activation Rules in Automatic Generation Control [J], IEEE ACCESS, 2019, 7: 17480 - 17492.(中科院JCR大类二区,控制科学领域)
[12] Huaizhi Wang, et al. Dynamic Equivalent Based Reliability Evaluation of Distribution Systems with DGs, IET Generation Transmission & Distribution, 2016.3.15, 101(32): 78~89.(中科院JCR大类三区,可靠性领域)
[13] Huaizhi Wang, et al. Recursive Method for Distribution System Reliability Evaluation[J], Energies, 2018, 11(10): 2681.(中科院JCR大类三区,可靠性领域)
[14] Huaizhi Wang, et al, Probabilistic Wind Power Forecasting Based on Spiking Neural Network, Energy, 2020, 117072.(中科院JCR大类二区、小类一区,顶级期刊,机器学习领域)
[15] Huaizhi Wang, et al, Taxonomy research of artificial intelligence for deterministic solar power forecasting, Energy Conversion and Management, Volume 214, 2020, 112909.(中科院JCR大类一区、小类一区,顶级期刊,深度学习领域)
[16] Huaizhi Wang, et al. Operating State Reconstruction in Cyber Physical Smart Grid for Automatic Attack Filtering [J], IEEE Transactions on Industrial Informatics, 2020, (accepted). (中科院JCR大类一区、小类一区,顶级期刊,信息科学领域)
[17] Huaizhi Wang, et al. Advanced Adaptive Frequency Support Scheme for DFIG under Cyber Uncertainty [J], Renewable Energy, 2020, (accepted). (中科院JCR大类一区、小类一区,顶级期刊,风力发电领域)
[18] Huaizhi Wang, et al, Solar Irradiance Forecasting Based on Direct Explainable Neural Network, Energy Conversion and Management, accepted for publication.(中科院JCR大类一区、小类一区,顶级期刊,深度学习领域)

通信作者:
[1] T. Wu, W. Xue, Huaizhi Wang*, et al., "Extreme Learning Machine-Based State Reconstruction for Automatic Attack Filtering in Cyber Physical Power System," IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2020.2984315. (中科院JCR大类一区、小类一区,顶级期刊,IF: 9.112);
[2] G. Wang, X. Zhang,  Huaizhi Wang*, et al., "Robust Planning of Electric Vehicle Charging Facilities With an Advanced Evaluation Method," IEEE Transactions on Industrial Informatics, vol. 14, no. 3, pp. 866-876, March 2018, doi: 10.1109/TII.2017.2748342. (中科院JCR大类一区、小类一区,顶级期刊,IF: 7.377);
[3] Sen Xie, Huaizhi Wang*, et al, A hierarchical data reconciliation based on multiple time-delay interval estimation for industrial processes, ISA Transactions, 2020, ISSN 0019-0578, https://doi.org/10.1016/j.isatra.2020.06.001. (中科院JCR大类二区、小类二区,顶级期刊,IF: 4.305);
[4] S. Aziz, Huaizhi Wang*, et al, "Variable Universe Fuzzy Logic-Based Hybrid LFC Control With Real-Time Implementation," IEEE Access, vol. 7, pp. 25535-25546, 2019, doi: 10.1109/ACCESS.2019.2900047. (中科院JCR大类二区、小类二区,IF: 3.745);
[5] G. Li, Huaizhi Wang*, et al, Recurrent Neural Networks Based Photovoltaic Power Forecasting Approach. Energies 2019, 12, 2538. (中科院JCR大类三区);
[6] X. Zhang, Huaizhi Wang*, et al, GPNBI inspired MOSDE for electric power dispatch considering wind energy penetration, Energy, Volume 144, 2018, Pages 404-419. (中科院JCR大类二区、小类一区,顶级期刊,IF: 6.082);
[7] S. Aziz, J. Peng, Huaizhi Wang*, et al, "ADMM-Based Distributed Optimization of Hybrid MTDC-AC Grid for Determining Smooth Operation Point," IEEE Access, vol. 7, pp. 74238-74247, 2019, doi: 10.1109/ACCESS.2019.2919700. (中科院JCR大类二区、小类二区,顶级期刊,IF: 3.745);
[8] Y. Liu, S. Jiang, W. Liang, Huaizhi. Wang*, et al, "Modeling and Design of the Magnetic Integration of Single- and Multi-Stage EMI Filters," IEEE Transactions on Power Electronics, vol. 35, no. 1, pp. 276-288, Jan. 2020, doi: 10.1109/TPEL.2019.2915804. (中科院JCR大类一区、小类一区,顶级期刊);
[9] X. Zhang, K.W. Chan, Huaizhi Wang*, et al, Game-theoretic planning for integrated energy system with independent participants considering ancillary services of power-to-gas stations, Energy, Volume 176, 2019, Pages 249-264. (中科院JCR大类二区、小类一区,顶级期刊,IF: 6.082);
[10] X. Zhang, K. W. Chan, H. Li, Huaizhi Wang*, et al, "Deep-Learning-Based Probabilistic Forecasting of Electric Vehicle Charging Load With a Novel Queuing Model," IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2020.2975134. (中科院JCR大类一区、小类一区,顶级期刊);
[11] B. Zhou, H. Duan, Q. Wu, Huaizhi Wang*, et al, Short-term prediction of wind power and its ramp events based on semi-supervised generative adversarial network, International Journal of Electrical Power & Energy Systems, Volume 125, 2021, 106411. (中科院JCR大类二区);
[12] B. Zhou, Y. Meng, W. Huang, Huaizhi Wang*, et al, Multi-energy net load forecasting for integrated local energy systems with heterogeneous prosumers, International Journal of Electrical Power & Energy Systems, Volume 126, Part A, 2021, 106542.

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