研究员澳大利亚奋进学者(Professor, Australia Endeavor Fellowship)

通讯地址：江苏大学国家水泵中心大楼401室

电子邮件： longyan.wang@connect.qut.edu.au

教育背景

澳大利亚昆士兰科技大学博士（2013.9-2017.1）机械工程专业

江苏大学硕士（2010.9-2013.6） 流体机械及工程专业

江苏大学学士（2006.9-2010.6）工程热物理专业

工作经历

2020.06-至今 江苏大学研究员

2017.08-2020.05 江苏大学资格研究员，硕导

2018.07-2019.01 加拿大阿尔伯塔大学博士后

2016.10-2017.07 澳大利亚昆士兰科技大学博士后

研究方向

本课题组依托国家工程中心平台，主要探索人工智能在流体力学及流体机械中的应用，具体基于数据挖掘及智能算法对旋转机械（风力机和潮流能水轮机等）二维到三维结构设计、控制策略、流场调控等方面开展全方位研究。现已建成或拥有包含闭式循环水洞，开式风洞在内的基础实验设施及数据采集处理设备，且在大型工作站及HPC超算辅助下，具有强大的数值计算及实验数据处理能力。基于现有海外背景及长期研究合作关系，优秀学生可以进一步推荐赴阿尔伯塔大学，昆士兰大学，悉尼大学等国际知名高校联培或攻博。本课题组现已发表高水平SCI论文二十余篇，包含Physics of Fluids, Energy, Energy Conversion and Management等顶刊，具体研究方向有：

1. 基于开源OpenFOAM软件及计算机视觉技术的高精度流场数值计算方法

2. 基于数据挖掘和机器学习算法的实验流场精细化方法

3. 流体机械结构设计优化及智能调控

主持科研项目

2021-2022 基于深度学习方法的水翼动力学特性快速精确预测研究 江苏省博士后基金

2021-2023 风力机偏最优运行抑制尾流作用机理及其控制优化研究 国家自然科学基金

2019-2020 深海潜水器电力推进系统设计与关键技术的研究 流体工程装备技术研究院项目

2018-2023 基于CNN的水翼动力学特性快速精确预测研究 江苏大学高级人才启动基金

2018-2020 基于尾流抑制作用的风力机组控制策略优化研究 中国博士后面上基金

2018-2021 尾流效应影响下的风力机组运行控制优化研究 江苏省自然科学基金

2018-2019 基于数据挖掘技术的风力机运行状态监测及诊断分析 澳大利亚奋进学者项目

代表性论文

Year 2021

23. Zhaohui Luo, Wei Luo, Junhang Xie, Jian Xu, Wang Longyan*. A new three-dimensional wake model for the real wind farm layout optimization, Energy Exploration & Exploitation, 2021. (DOI: 10.1177/01445987211056989), SCI

22. Wang Longyan*, Zhaohui Luo, Jian Xu, Wei Luo, etc. A novel framework for cost-effectively reconstructing the global flow field by super-resolution, Physics of Fluids, 2021. 33, 095105, JCR 1区

21. Ruijia Cao, Jianping Yuan, Fanjie Deng and Wang Longyan*. Numerical method to predict vibration characteristics induced by cavitation in centrifugal pumps, Measurement Science and Technology, 2021. 32, 115109, SCI

20. Yunkai Zhou, Wang Longyan*, Jianping Yuan, Wei Luo, etc. Comparative Investigation on Hydrodynamic Performance of Pump-Jet Propulsion Designed by Direct and Inverse Design Methods, Mathematics, 2021. 9, 343, SCI

Year 2020

19. Jianping Yuan, Yang Chen, Wang Longyan*, Yanxia Fu, etc. Dynamic Analysis of Cavitation Tip Vortex of Pump-Jet Propeller Based on DES, Applied Sciences, 2020. 10,5998. SCI

18. Jian Xu, Wang Longyan*, Stephen Ntiri Asomani, Wei Luo, etc. Improvement of Internal Flow Performance of a Centrifugal Pump-As-Turbine (PAT) by Impeller Geometric Optimization, Mathematics, 2020.8,1714. SCI

17. Stephen Ntiri Asomani, Jianping Yuan, Wang Longyan*, Desmond Appiah, etc. The Impact of Surrogate Models on Multi-Objective Optimization of Pump-As-Turbine, Energies, 2020.13,2271. SCI

16. Stephen Ntiri Asomani, Jianping Yuan, Wang Longyan*. Geometrical Effects on Performance and Inner Flow Characteristics of A Pump-As-Turbine: A Review, Advances in Mechanical Engineering, 2020. 12(4): p. 1-19. SCI

15. Wang Longyan*, Stephen Ntiri Asomani, Jianping Yuan, Desmond Appiah. Geometrical Optimization of Pump-As-Turbine (PAT) Impellers for Enhancing Energy Efficiency with 1-D Theory, Energies, 2020.13,4120. SCI

Year 2019

14. Wang, Longyan, Ming J Zuo*, Jian Xu, Yunkai Zhou, etc. Optimizing Wind Farm Layout by Addressing Energy-Variance Trade-off : A Single-Objective Optimization Approach, Energy, 2019.189, 116149, JCR 1区

13. Wang, Longyan*. Comparative Study of Wind Turbine Placement Methods for Flat Wind Farm Layout Optimization with Irregular Boundary, Applied Sciences, 2019. 9,639. SCI

Year 2018

12. Wang, Longyan*, Michael E. Cholette, Yunkai Zhou, Jianping Yuan, etc. Effectiveness of Optimized Control Strategy and Different Hub Height Turbines on a Real Wind Farm Optimization. Renewable Energy, 2018. 126 : p. 819–829. JCR 1区

11. Wang, Longyan*, Michael E Cholette, Yanxia Fu, Jianping Yuan, etc. Combined Optimization of Continuous Wind Turbine Placement and Variable Hub Height. Journal of Wind Engineering & Industrial Aerodynamics, 2018. 180: p. 136–147. JCR 1区

10. Wang, Longyan*, Jianping Yuan, Michael E. Cholette, Yanxia Fu, etc. Comparative Study of Discretization Method and Monte Carlo Method for Wind Farm Layout Optimization under Weibull Distribution, Journal of Wind Engineering and Industrial Aerodynamics, 2018. 180: p. 148–155. JCR 1区

9. Wang, Longyan*, Yunkai Zhou, and Jian Xu. Optimal Irregular Wind Farm Design for Continuous Placement of Wind Turbines with a Two-Dimensional Jensen-Gaussian Wake Model. Applied Sciences, 2018. 8 (12), 2660. SCI

Year 2017

8. Wang Longyan, Michael Cholette, Andy Tan, Yuantong Gu*. A computationally-efficient layout optimization method for real wind farms considering altitude variations. Energy, 2017. 132: p. 147-159. JCR 1区

7. Wang Longyan, Andy Tan, Michael Cholette, Yuantong Gu*. Optimization of wind farm layout with complex land divisions. Renewable Energy, 2017. 105: p. 30-40. JCR 1区

Year 2016 and previous

6. Wang Longyan*, Andy Tan, Yuantong Gu. A novel control strategy approach to optimally design a wind farm layout. Renewable Energy, 2016. 95: p. 10-21. JCR 1区

5. Wang Longyan, Andy Tan, Michael Cholette, Yuantong Gu*. Comparison of the effectiveness of analytical wake models for wind farm with constant or variable hub heights. Energy Conversion and Management, 2016. 124: p. 189-202. JCR 1区

4. Wang Longyan, Andy Tan*, Yuantong Gu. Comparative study on optimizing the wind farm layout using different design methods and cost models. Journal of Wind Engineering and Industrial Aerodynamics, 2015.146: p. 1-10. JCR 1 区

3. Wang Longyan*, Andy Tan, Yuantong Gu, Jianping Yuan. A new constraint handling method for wind farm layout optimization with lands owned by different owners. Renewable Energy, 2015. 83: p. 151-161. JCR 1区

2. Jianping Yuan*, Wang Longyan, Zhixia He, et. al. The research of performance comparison of displacement and mixing ventilation system in catering kitchen. Journal of Environmental Protection, 2013. 4: p. 638-646

1. Jianping Yuan*, Wei Sun, Wang Longyan, et al. Numerical simulation research on vortex characteristics of centrifugal pump inlet recirculation. Advanced Materials research, 2012, 468: p. 2235-2240

Conference presentation

5. Wang Longyan, Jian Xu, Yunkai Zhou, Jianping Yuan, Influence of the rotor airfoil camber on the hydrodynamic performance of pump-jet propulsion, (15th Aisan International Conference on Fluid Machinery in Sept. 2019 in Busan, Korea)

4. Wang Longyan, Andy C. Tan, Robust wind farm layout optimization under Weibull distribution by Monte Carlo simulation, (13th World Congress on Engineering Asset Management in Sept. 2018 in Stavanger, Norway)

3. Wang Longyan, Andy C.C. Tan, Michael E. Cholette, A real wind farm layout optimization using augmented analytical wake model, (2017 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering in Oct. 2017 in Chengdu, China)

2. Wang Longyan, Andy Tan, Michael Cholette, Yuantong Gu. Optimizing the unrestricted wind turbine placements with different turbine hub heights. (11th World Congress on Engineering Asset Management to be held in July, 2016 in Jiuzhaigou, China)

1. Wang Longyan, Md Rifat Shahriar, Andy Tan, et. al. Optimal design of wind farm layout and control strategy. (11th World Congress on Structural and Multidisciplinary Optimization in June, 2015 in Sydney, Australia)

教学工作

CFD for Fluid Machinery 硕士/博士研究生 2019-2021 英文授课

Dynamics （computer lab） 本科生 2016&2017 英文授课

荣誉奖励

澳洲奋进学者（Endeavor Research Fellowship Award）

昆士兰科技大学 Siganto奖章提名（Siganto Medalist Award Nominee）

昆士兰科技大学优秀博士论文（Outstanding Doctoral Thesis Award）

国家公派留学基金及昆士兰科技大学奖学金（CSC and QUT scholarship）

欢迎报考硕士、博士，共攀学术高峰。