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个人简介

工作经历 2018年09月 - 至今 浙江大学机械工程学院,百人计划研究员 2016年02月 - 2018年09月 美国康奈尔大学,博士后 导师:Dr. Sara C. Pryor Dr. Rebecca J. Barthelmie 2017年01月 - 2017年05月 美国康奈尔大学,讲师 2016年09月 - 2016年12月 美国康奈尔大学,受邀讲师 2015年08月 - 2016年01月 美国卡特彼勒技术研发中心,工程师 2014年09月 - 2014年12月 美国爱荷华大学,助教 2010年08月 - 2015年08月 美国爱荷华大学,助理研究员 2008年09月 - 2010年06月 韩国汉阳大学,助理研究员 教育背景 2010年08月 - 2015年08月 美国爱荷华大学,机械工程,博士 导师:Dr. K.K. Choi Dr. Olesya Zhupanska Dr. James Buchholz 2008年09月 - 2010年06月 韩国汉阳大学,机械工程,硕士 导师:Dr. Dong-Hoon Choi 2004年09月 - 2008年06月 浙江大学,机械工程及自动化,学士

研究领域

人工智能 机器学习 可靠性优化设计 大数据分析 风能

近期论文

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After Joining Zhejiang University 21. F. Guo, Z. Liu*, W. Hu*, J. Tan, 2020, 'Gain prediction and compensation for subarray antenna with assembling errors based on improved XGBoost and transfer learning', IET Microwaves, Antennas & Propagation, published online. (IF: 2.036) 20. W. Hu*, R.J. Barthelmie, F. Letson, and S.C. Pryor*, 2019, “Seismic noise induced by wind turbine operation and wind gusts”, Seismological Research Letters, Volume 91, Number 1, pp. 427-437. (IF: 3.888) 19. N. Zhang, Z. Liu*, C. Qiu, W. Hu, and J. Tan, 2019, 'Optimizing Assembly Sequence Planning using Precedence Graph-based Assembly Subsets Prediction Method', Assembly Automation, published online. (IF: 2.056) 18. J. Cheng, W. Lu, W. Hu*, Z. Liu*, Y. Zhang, and J. Tan, 2019, “Hybrid Reliability-Based Design Optimization of Complex Structures with Random and Interval Uncertainties Based on ASS-HRA”, IEEE Access, Volume 7, pp. 87097-87109. (IF: 4.098) 17. L. Li, Z. Jiang*, M.C. Ong, and W. Hu, 2019, “Design optimization of mooring system: an application to a vessel-shaped offshore fish farm”, Engineering Structures, Volume 197, 109363. DOI: 10.1016/j.engstruct.2019.109363. (IF: 3.084) 16. W. Hu, W. Zhao, Y. Wang, Z. Liu, J. Cheng*, and J. Tan, 2019, “Design Optimization of Composite Structures Considering Tortuous Lightning Strike and Non-Proportional Multi-Axial Fatigue Damage”, Engineering Optimization, published online. (IF: 1.809) 15. F. Letson*, R.J. Barthelmie, W. Hu, L.D. Brown, and S.C. Pryor, 2019, “Wind gust quantification using seismic measurements”, Natural Hazards, Volume 99, Issue 1, pp. 355-377. (IF: 2.319) 14. F. Letson*, R.J. Barthelmie, W. Hu, S.C. Pryor, 2019, “Characterizing wind gusts in complex terrain”, Atmospheric Chemistry and Physics, Volume 19, Issue 6, pp. 3797-3819 . (IF: 5.668, 中科院 JCR Top) 13. W. Hu*, R.J. Barthelmie, F. Letson, and S.C. Pryor*, 2019, “A new seismic-based monitoring approach for wind turbines,” Wind Energy, Volume 22, Issue 4, pp.473-486. DOI: 10.1002/we.2300. (IF: 3.125) 期刊封面文章 Before Joining Zhejiang University 12. W. Hu, K.K. Choi*, and H. Cho, 2016, “Reliability-based design optimization of wind turbine blades for fatigue life under dynamic wind load uncertainty,” Structural and Multidisciplinary Optimization, Vol. 54, Issue 4, pp. 953-970.(IF: 3.925, CN: 21) 该文章被可再生能源国际创新组织(Renewable Energy Global Innovations)评为2016年重点科研文章(Key Scientific Article)表彰在可再生和清洁能源系统设计创新性贡献[Link] 11. W. Hu, K.K. Choi*, O. Zhupanska, and J. Buchholz, 2016, “Integrating variable wind load, aerodynamic, and structural analyses towards accurate fatigue life prediction in composite wind turbine blades,” Structural and Multidisciplinary Optimization, Vol. 53, Issue 3, pp. 375–394. (IF: 3.925, CN: 19) 10. W. Hu, D. Park, and D.H. Choi*, 2013, “Structural optimization procedure of a composite wind turbine blade for reducing both material cost and blade weight,” Engineering Optimization, Vol. 45, Issue 12, pp. 1469-1487. (IF: 1.809, CN: 15) 9. W. Hu, I. Han, S.C. Park, and D.H. Choi*, 2012, “Multi-objective structural optimization of a HAWT composite blade based on ultimate limit state analysis,” Journal of Mechanical Science and Technology, Vol. 26, Issue 1, pp. 129–135. (IF: 1.221, CN: 22) 8. W. Hu*, S.C. Pryor, F. Letson, J. Tytell, and R.J. Barthelmie, 2017, “Investigation of gust-seismic relationships and applications to gust detection,” Journal of Geophysical Research: Atmospheres, Vol. 122, pp. 140-151, DOI: 10.1002/2016JD025858. 该文章被期刊主编选为亮点文章介绍Editors’ Highlight Paper [Link]. (IF: 3.633, CN: 7, 中科院 JCR Top) 7. W. Hu*, S.C. Pryor, F. Letson, and R.J. Barthelmie, 2017, “Use of seismic analyses for the wind energy industry,” Journal of Solar Energy Engineering-Transactions of The ASME, Vol. 139, Issue 5, pp. 051007-051007-8, DOI: 10.1115/1.4037218. (IF: 1.190, CN: 2) 6. W. Hu*, F. Letson, R.J. Barthelmie, and S.C. Pryor, 2018, “Wind gust characterization at wind turbine relevant heights in moderately complex terrain,” Journal of Applied Meteorology and Climatology, Vol. 57, No. 7, pp. 1459-1476. (IF: 2.364, CN: 1) 5. Z. Jiang, W. Hu, W. Dong, Z. Gao, and Z. Ren*, 2017, “Structural reliability analysis of wind turbines: a review,” Energies, Vol. 10, Issue 12, pp. 1-25. (IF: 2.707, CN: 5) 4. P.A. Kulkarni*, W. Hu, A.S. Dhoble, and P.M. Padole, 2017, “Statistical wind prediction and fatigue analysis for horizontal-axis wind turbine composite material blade under dynamic loads,” Advances in Mechanical Engineering, Vol. 9, No. 9, pp. 1-26, DOI: 10.1177/1687814017724088. 该文章被期刊评选为Article of the Month – September. (IF: 1.024, CN: 3) 3. Y. Wang* and W. Hu*, 2017, “Investigation of the effects of receptors on the lightning strike protection of wind turbine blades,” IEEE Transactions on Electromagnetic Compatibility, Vol. 59, No. 4, pp. 1180-1187, DOI: 10.1109/TEMC.2016.2647260 (IF: 2.274, CN: 1) 2. Z. Fan*, W. Hu, D.H. Choi, and J. Xu, 2011, “Study on the parametric optimal design of a different-speed mixer,” Advanced Materials Research, Vol. 221, pp. 104–110. 1. F. Letson*, S.C. Pryor, R.J. Barthelmie, and W. Hu, 2018, “Observed gust wind speeds in the coterminous United States, and their relationship to local and regional drivers,” Journal of Wind Engineering and Industrial Aerodynamics, Vol. 173, pp. 199-209. (IF: 3.010, CN: 4) 国际会议论文 Peer-Reviewed Conference Papers 21. W. Hu, Y. He, Z. Liu, and J. Tan, 2020, “A hybrid model for short-term wind speed prediction based on ensemble empirical mode decomposition and BO-LSTM neural networks,” ASME Power 2020 Conference, Disneyland Hotel, Anaheim, California, USA, August 2-6, 2020. (Abstract accepted) 20. W. Hu, W. Chen, X. Wang, Y. Wang, Z. Liu, and J. Tan, 2020, “Wind turbine blade coating fatigue induced by raindrop impact,” ASME Power 2020 Conference, Disneyland Hotel, Anaheim, California, USA, August 2-6, 2020. (Abstract accepted) 19. W. Hu, X. Wang, Y. Wang, Z. Liu, J. Tan, F. Letson, S. C. Pryor, and R. J. Barthelmie, 2019, “A computational model of wind turbine blade erosion induced by raindrop impact,” NAWEA/WindTech 2019 Conference, University of Massachusetts Amherst, October 14-16, 2019. 18. W. Hu, W. Zhao, Y. Wang, Z. Liu, and J. Tan, 2019, “Reliability Analysis of Wind Turbine Blades Considering Lightning Strike,” NAWEA/WindTech 2019 Conference, University of Massachusetts Amherst, October 14-16, 2019. 17. R.J. Barthelmie et al., W. Hu, and S.C. Pryor, 2019, “Wind turbine blade leading-edge erosion,”NAWEA/WindTech 2019 Conference, University of Massachusetts Amherst, October 14-16, 2019. 16. W. Hu, Z. Jiang, and Y. Wang, 2018, “Reliability analysis of offshore wind turbines using copula,” ASME 2018 Power and Energy Conference, 美国佛罗里达州Lake Buena Vista, June 24-28, 2018. (8pp paper published in proceedings) 15. F. W. Letson, R.J. Barthelmie, W. Hu, and S.C. Pryor, 2018, “Wind gusts in complex terrain: Analyses of data from Perdigao,” EGU2018-9850 European Geophysical Society,奥地利维也纳, April 8-13, 2018. 14. S.C. Pryor, R.J. Barthelmie, L.D. Brown, W. Hu, and F.W. Letson, 2017, “How can use of seismometers advance the wind energy industry?” Wind Energy Science Conference 2017, 丹麦科技大学 Lyngby, June 26-29, 2017. 13. W. Hu, S.C. Pryor, F. Letson, and R.J. Barthelmie, 2017, “Use of seismic analyses for the wind Energy industry,” Proceedings of the ASME 2017 Power Conference Joint With ICOPE-17, 美国北卡罗来纳州夏洛特, June 26-30, 2017. (8pp paper published in proceedings) 12. F. Letson, W. Hu, R.J. Barthelmie, J. Tytell, and S.C. Pryor, 2017, “Wind gust quantification using seismic measurements,” Proceedings of the ASME 2017 11th International Conference on Energy Sustainability, 美国北卡罗来纳州夏洛特, June 26-30, 2017. (8pp paper published in proceedings) 11. W. Hu and Y. Wang, 2017, “Optimization design of composite wind turbine blades integrating lightning strike analysis,” Proceedings of the ASME 2017 11th International Conference on Energy Sustainability, 美国北卡罗来纳州夏洛特, June 26-30, 2017. (9pp paper published in proceedings) 10. S.C. Pryor, W. Hu, F. Letson, and R.J. Barthelmie, 2017, “A new approach to wind turbine condition monitoring,” AWEA WindPower Conference, 美国加州阿纳海姆, May 22-25, 2017. 4pp. 9. F. Letson, S.C. Pryor, W. Hu, and R.J. Barthelmie, 2017, “Wind gust quantification across the United States using seismic and sonic anemometer observations,” AWEA WindPower Conference, 美国加州阿纳海姆, May 22-25, 2017. 4pp. 8. W. Hu, O. Zhupanska, K.K. Choi, and J. Buchholz, 2015, “Fatigue life prediction in composite wind turbine blades: effects of variable wind load and non-proportional multi-axial stress states,” American Society for Composites 30th Technical Conference, 美国密歇根州东兰辛, September 28-30, 2015. (14pp paper published in proceedings) 7. W. Hu, K.K. Choi, H. Cho, N.J. Gaul, and O. Zhupanska, 2015, “Reliability-based design optimization of wind turbine blades for fatigue life under wind load uncertainty,” 11th World Congress on Structural and Multidisciplinary Optimisation, 澳大利亚悉尼, June 7-12, 2015. (9pp paper published in proceedings) 6. W. Hu, K.K. Choi, O. Zhupanska, and J. Buchholz, 2014, “A new fatigue analysis procedure for composite wind turbine blades,” AIAA SciTech2014 Conference/32nd ASME Wind Energy Symposium, 美国马里兰州国家港口, January 13-17, 2014. (17pp paper published in proceedings) 5. W. Hu, K.K. Choi, N.J. Gaul, H. Cho, and O. Zhupanska, 2012, “Reliability analysis of wind turbine blades for fatigue life under wind load uncertainty,” 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 美国印第安纳州印第安纳波利斯, September 17-19, 2012. (15pp paper published in proceedings) 4. W. Hu and K.K. Choi, 2012, “Reliability analysis of a 5-MW reference wind turbine blade considering stochastic wind loading,” 7th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, 中国黄山,June 18-21, 2012. (8pp paper published in proceedings) 3. W. Hu and D.H. Choi, 2010, “Optimization design of a horizontal axis wind turbine blade based on extreme operating analysis and fatigue life Prediction,” International Symposium on Low Carbon & Renewable Energy Technology (ISLCT), 韩国济州岛, November 15-18, 2010. 2. W. Hu and D.H. Choi, 2010, “Optimization of a HAWT composite blade based on integrated structural analysis,” 6th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, 日本京都, June 22-25, 2010. (6pp paper published in proceedings) 1. W. Hu, S.J. Yoon, S.C. Park, and D.H. Choi, 2009, “Multi-objective structural optimization of composite wind turbine blade,” Korean Society of Mechanical Engineers (KSME) 2009 Fall Annual Conference, 韩国平昌, South Korea, November 4-6, 2009. (6pp paper published in proceedings)

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