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陶然

专业技术职务: 副教授

行政职务:

主要研究方向:

学位: 博士

联系电话: 13910534663

电子邮箱: randytao@cau.edu.cn

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个人资料

  • 部门: 水利与土木工程学院
  • 性别:
  • 民族: 汉族
  • 专业技术职务: 副教授
  • 行政职务:
  • 主要研究方向:
  • 毕业院校: 中国农业大学/清华大学
  • 学位: 博士
  • 联系电话: 13910534663
  • 电子邮箱: randytao@cau.edu.cn
  • 办公地址: 东校区中以楼A402
  • 通讯地址:
  • 邮编:
  • 传真:

专家类别

  • 学术学位导师类型: 硕导
  • 专业学位研究生导师类型:
  • 从事学科1: 水利工程
  • 从事学科2: 能源动力
  • 从事专业1: 水利水电工程
  • 从事专业2: 能源动力
  • 研究方向1: 抽水蓄能技术;绿色能源利用;CFD
  • 研究方向2: 绿色能源利用
  • 从事专业学位领域名称: 能源动力

工作经历

  • 2020.08.13,中国农业大学
  • 2018.07.13-2020.07.31,清华大学

社会职务

学术兼职:

IAHR-Asia 2021 Co-Chairman

IAHR-Asia 2023 Scientific Commitee Member

Engineering Applications of Computational Fluid Mechanics 期刊审稿专家

Engineering Optimization 期刊审稿专家

Renewable Energy 期刊审稿专家

Journal of the Brazilian Society of Mechanical Sciences and Engineering 期刊审稿专家

JOURNAL OF MECHANICAL ENGINEERING SCIENCE 期刊审稿专家

JOURNAL OF POWER AND ENERGY 期刊审稿专家

Science and Technology of Nuclear Installations期刊审稿专家

《水利水电技术》期刊审稿专家

《Water》客座编委

《大电机技术》青年编委

中国农业工程学会会员

中国农业机械学会会员

教育经历

  • 2014.09.01-2018.06.19,工学博士学位,中国农业大学,水利工程
  • 2012.09.01-2014.07.01,工学硕士学位,中国农业大学,流体机械及工程
  • 2008.09.01-2012.07.01,工学学士学位,中国农业大学,热能与动力工程

个人简介

喜欢唱、跳、科研、篮球,中国农业大学与瑞士洛桑联邦理工学院联合培养博士,清华大学博士后,东京大学访问学者。为了学习知识,我曾游历多国,见识了西方的衰败与祖国的崛起,希望能尽自己的努力,和大家一起,助力祖国科研事业的腾飞!


2014-2018,中国农业大学/瑞士洛桑联邦理工学院(EPFL),聚焦水力机械内部空化两相流动的实验与数值计算研究,开发抗空化空蚀的抽水蓄能机组叶片设计方法,实现抽水蓄能机组无空化运行的智能设计。

2018-2020,清华大学/东京大学,将空化两相流动计算与超级计算机结合,实现水力机械两相流动高精度大涡模拟(LES),解决计算精度-资源平衡问题,解决了抽水蓄能机组叶栅间双子旋涡结构及其空化问题。

2020至今,中国农业大学,结合CFD、模态分解、机器学习、智能优化等策略,深度拓展计算机辅助技术在流动研究中的功能,重点开发水力机械的CFD模拟分析、时-频-空反演与智能化流形学习,服务“碳达峰、碳中和”背景下的清洁能源(水能、潮汐能)高效开发利用。



教学科研概况

最近主要开展抽水蓄能水泵水轮机能量损失机理分析、大型灯泡贯流式水轮机运行稳定性分析、压力脉动时空间特性追踪研究。

社会职务

学术兼职:

IAHR-Asia 2021 Co-Chairman

IAHR-Asia 2023 Scientific Commitee Member

Engineering Applications of Computational Fluid Mechanics 期刊审稿专家

Engineering Optimization 期刊审稿专家

Renewable Energy 期刊审稿专家

Journal of the Brazilian Society of Mechanical Sciences and Engineering 期刊审稿专家

JOURNAL OF MECHANICAL ENGINEERING SCIENCE 期刊审稿专家

JOURNAL OF POWER AND ENERGY 期刊审稿专家

Science and Technology of Nuclear Installations期刊审稿专家

《水利水电技术》期刊审稿专家

《Water》客座编委

《大电机技术》青年编委

中国农业工程学会会员

中国农业机械学会会员

活动动态

研究领域

1、抽水蓄能水泵水轮机高效绿色稳定运行研究;

2、水电与抽水蓄能大数据与智能化研究;

3、计算流体动力学(CFD)辅助智能分析系统开发;

开授课程

本科生课程:近十年课程数据
  • 1、绿色能源及应用,2023-2024,第一学期,星期一星期三,东校区
  • 2、能源科技与人类文明,2023-2024,第一学期,星期二,东校区
  • 3、绿色能源及应用,2022-2023,第一学期,星期一星期三,东校区
  • 4、能源科技与人类文明,2022-2023,第一学期,星期二,东校区
  • 5、绿色能源及应用,2021-2022,第一学期,星期一星期三,东校区
  • 6、能源科技与人类文明,2021-2022,第一学期,星期二,东校区
  • 7、绿色能源及应用,2020-2021,第一学期,星期一星期三,东校区

研究生课程:近十年课程数据
  • 1、水利传感与物联网技术,2023-2024,第一学期,星期二

科研项目

纵向项目
  • 1、2024.01.01-2026.12.31,国家重点研发计划,灌×××备-2023
  • 2、2021.11.14-2026.12.31,国家自然科学基金项目,黄河流域水泵磨蚀与空蚀耦合作用机理及控制
  • 3、2020.10.13-2022.12.31,国家自然科学基金项目,水泵水轮机转抽水过程能量传递与耗散特性研究
横向项目
  • 1、2023.12.04-2024.12.31,企事业单位委托科技项目,微型抽水蓄能机组模型试验技术研究
  • 2、2023.10.24-2024.12.31,企事业单位委托科技项目,双端多级燃油泵水力特性研究
  • 3、2023.10.08-2024.10.31,企事业单位委托科技项目,水电站进水池旋涡引发机组性能下降机理研究科技项目
  • 4、2023.07.26-2024.12.31,企事业单位委托科技项目,导叶式泵动静叶片优化匹配与泵站效率提升研究
  • 5、2023.06.15-2024.12.15,企事业单位委托科技项目,水电站碳减排与耗水特性建模及大数据分析
  • 6、2023.05.25-2025.12.31,企事业单位委托科技项目,国网新源控股技术经济研究院抽水蓄能电站水泵水轮机迷宫环间隙流动特性及其对机组性能的影响研究服务
  • 7、2023.05.23-2024.12.31,企事业单位委托科技项目,水泵水轮机泵工况驼峰特性机理研究
  • 8、2023.05.18-2025.12.31,企事业单位委托科技项目,面向配电网分布式新能源消纳的微型抽水蓄能关键技术研究及装备研制
  • 9、2022.12.10-2024.12.31,企事业单位委托科技项目,基于功率信号分解与学习的风光水储联合运行研究
  • 10、2022.11.15-2023.12.31,企事业单位委托科技项目,基于机器学习的贯流泵转轮自激振动机理研究
  • 11、2022.11.14-2024.09.30,企事业单位委托科技项目,水泵水轮机双列导叶间射流漩涡耦合流动研究
  • 12、2022.11.09-2023.02.27,企事业单位委托科技项目,机组数字孪生建模
  • 13、2022.11.09-2023.02.27,企事业单位委托科技项目,双吸泵水力性能分析及综合优化
  • 14、2022.11.09-2023.02.27,企事业单位委托科技项目,混流式机组空化及压力脉动分析与优化
  • 15、2022.08.30-2022.12.29,无依托项目,蓄能机组综合性能深度优化
  • 16、2021.09.23-2022.12.31,无依托项目,蓄能机组偏工况压力脉动优化设计
  • 17、2021.09.01-2023.08.31,无依托项目,贯流式水轮机转轮偏心自激振动机理研究
  • 18、2021.08.01-2022.12.31,企事业单位委托科技项目,CAP200工程主泵水力模型开发
  • 19、2021.03.29-2022.03.31,企事业单位委托科技项目,蓄能机组偏工况压力脉动计算分析
  • 20、2020.09.30-2021.10.31,企事业单位委托科技项目,灯泡贯流式水轮机净水头与复杂内部流动预测分析
  • 21、2018.03.27-2019.03.28,大唐华银岩泊渡灯泡贯流机组CFD计算及尾水管改进分析
  • 22、2017.03.29-2018.03.31,双吸离心泵叶片交替加载与V形交错技术熟化与应用研究(2017年)
  • 23、2015.06.01-2016.06.30,燃油泵叶轮流固耦合应力计算及指南编制
  • 24、2015.04.06-2016.04.30,西电泵站梯级及单站调度数学模型开发
  • 25、2013.03.01-2014.03.01,基于流固耦合的大功率加油泵叶轮强度分析

论文

论文题目 刊物名称 收录类别 发表年月 第一作者或全部作者 第一作者单位 排名
Comparative Study on the Fractal and Fractal Dimension of the Vortex Structure of Hydrofoil’s Tip Leakage Flow Fractal and Fractional SCI 2023 Hu Z 5 (corresponding)
Comparative Evaluation of the Immersed-Solid Method for Simulating the Flow Field around Hydrofoilc Sustainability SCI 2023 Zhu D 4
Performance improvement of a pump as turbine in storage mode by optimization design based on genetic algorithm and fuzzy logic Journal of Energy Storage SCI 2023 Zhang F 5 (corresponding)
Pressure pulsation reduction in the draft tube of pump turbine in turbine mode based on optimization design of runner blade trailing edge profile Journal of Energy Storage SCI 2023 Zhang F 5 (corresponding)
Analyses of the spatial and temporal features of the blade pressure‐side cavitation in a pump‐turbine runner in the pump mode Energy Science & Engineering SCI 2022 Tao R 1
Temporal–Spatial Analysis of the Flow Energy Loss in the Guide Vane and Circular Volute of Mixed‑Flow Pump Iranian Journal of Science and Technology, Transactions of Mechanical Engineering SCI 2022 Tao R 1
Anti‑cavitation leading‑edge profile design of centrifugal pump impeller blade based on genetic algorithm and decision tree Journal of the Brazilian Society of Mechanical Sciences and Engineering ( SCI 2022 Zhang F 2
Transient simulation of the rapid guide vane adjustment under constant head of pump turbine in pump mode Journal of Energy Storage SCI 2022 Jin F 2 (Correspounding)
Stability of the axial-auto-balanced impeller of centrifugal pump Journal of Hydrodynamics SCI 2022 Jin F 2 (Correspounding)
Temporal and Spatial Analysis on the Fractal Characteristics of the Helical Vortex Rope Fractal and Fractional SCI 2022 Li P 2 (Correspounding)
Optimization design of the internal structural support of marine turbine blade for weight reduction: A preliminary study Ocean Engineering SCI 2022 Zhu D 2
Large eddy simulation of the flow energy dissipation in the blade channels of a stalled pump impeller Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy SCI 2022 Zhu D 2
Effects of guide vane shape on the performances of pump-turbine: A comparative study in energy storage and power generation Renewable Energy SCI 2022 Lu Z 2
Detection of the invisible blade pressure-side cavitation in pump impeller based on acoustic measurement and numerical prediction Annals of Nuclear Energy SCI 2022 Zhang F 3
Improvement of mode selection criterion of dynamic mode decomposition in a hydrofoil cavitation multiphase flow case Ocean Engineering SCI 2022 Wu Y 3 (Correspounding)
Influence of eccentric impeller on pressure pulsation of large-scale vaned-voluted centrifugal pump Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy SCI 2022 Lu Z 3 (Correspounding)
Study of vortex rope based on flow energy dissipation and vortex identification Renewable Energy SCI 2022 Li P 3 (Correspounding)
Analysis of two-phase flow in cavitation condition of pump-turbine based on dynamic mode decomposition method in turbine mode Journal of Energy Storage SCI 2022 Wu Y 3
Quantitative investigation of the head-hump of large-scale vaned-voluted centrifugal pump Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science SCI 2022 Li P 3
Investigation of the self-balance impeller of a canned motor pump for axial force reduction Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science SCI 2022 Jin F 3
Analysis of the Flow Energy Loss and Q-H Stability in Reversible Pump Turbine as Pump with Different Guide Vane Opening Angles Water SCI 2022 Yan W 3
Investigation on Pressure Fluctuation of the Impellers of a Double-Entry Two-Stage Double Suction Centrifugal Pump Water SCI 2022 Yan H 4
The Influence of Different Operating Conditions on the Support Bracket Stress in Pumped Storage Units Energies SCI 2022 Xu B 5
A New Turbulent Viscosity Correction Model With URANS Solver for Unsteady Turbulent Cavitation Flow Computations Journal of Fluids Engineering SCI 2022 Zhang S 5
Dynamic evolution process of rotating stall vortex based on high-frequency PIV system in centrifugal impeller Ocean Engineering SCI 2022 Liu X 5
Influence of tip clearance inclination on the performance of axial flow impeller in storage mode Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy SCI 2022 Zhu D 5
Influence of Weak Compressibility on the Hydrodynamic Performance Evaluation of Pump Turbines in the Pump Mode Science and Technology of Nuclear Installations SCI 2022 Zhang F 6 (Correspounding)
Comparative evaluation of the pump mode and turbine mode performance of a large vaned-voluted centrifugal pump Frontiers in Energy Research SCI 2022 Yang S 7
Influence of runner eccentricity on the hydraulic performance of tubular turbine: A comparative case study Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy SCI 2022 Wang H 8 (Correspounding)
Influence of the hydrofoil trailing-edge shape on the temporal-spatial features of vortex shedding Ocean Engineering SCI 2022 Lu Z 5 (corresponding)
Prediction of the Influence of Runner Tip Clearance on the Performance of Tubular Turbine Journal of Marine Science and Engineering SCI 2022 Wu Y 6 (corresponding)
Influence of guide vane profile on the flow energy dissipation in a reversible pump-turbine at pump mode Journal of Energy Storage SCI 2022 Lu Z 3 (corresponding)
Comparative numerical study of the dynamic motion of OWC impulse turbine in the starting process Ocean Engineering SCI 2022 Luo Y 2
Effects of Lean Mode of Blade Trailing Edge on Pressure Fluctuation Characteristics of a Vertical Centrifugal Pump With Vaned Diffuser Journal of Fluids Engineering SCI 2021 Zeng Y 3
Investigation of the starting-up axial hydraulic force and structure characteristics of pump turbine in pump mode Journal of Marine Science and Engineering SCI 2021 Mao Z 2
Comparative numerical studies for the flow energy dissipation features in a pump-turbine in pump mode and turbine mode Journal of Energy Storage SCI 2021 Tao R 1
Investigation of the flow energy dissipation law in a centrifugal impeller in pump mode Proceedings of The Institution of Mechanical Engineers Part A-Journal of Power and Energy SCI 2021 Tao R 1
A machine-learning approach to predicting the energy conversion performance of centrifugal pump impeller influenced by blade profile Proceedings of The Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science SCI 2021 Wu Y 2(corresponding)
Prediction of the Cavitation over a Twisted Hydrofoil Considering the Nuclei Fraction Sensitivity at 4000 m Altitude Level Water SCI 2021 Luo H 2(corresponding)
Influence of blade leaning on hydraulic excitation and structural response of a reversible pump turbine Proceedings of The Institution of Mechanical Engineers Part A-Journal of Power and Energy SCI 2021 Ouyang J 3
Analysis of the hydrodynamic damping characteristics on a symmetrical hydrofoil Renewable Energy SCI 2021 Wang W 4
Calibration of CFD grid for simulating the impeller clearance flow and axial hydraulic force of centrifugal pump Proceedings of The Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science SCI 2021 Jin F 5(corresponding)
A Spatially Distributed Network for Tracking the Pulsation Signal of Flow Field Based on CFD Simulation: Method and a Case Study Fractal and Fractional SCI 2021 Jin F 2 (Corresponding)
The Temporal-Spatial Features of Pressure Pulsation in the Diffusers of a Large-Scale Vaned-Voluted Centrifugal Pump Machines SCI 2021 Lu Z 2 (Corresponding)
Hydrodynamic improvement by adding inlet baffles on centrifugal pump for reducing cavitation instabilities Journal of Vibration and Control SCI 2021 Wei Z 2
Comparative modeling and analysis of the flow asymmetricity in a centrifugal pump impeller at partial load Proceedings of The Institution of Mechanical Engineers Part A-Journal of Power and Energy SCI 2020 Tao R 1
Solving the runner blade crack problem for a Francis hydro-turbine operating under condition-complexity Renewable Energy SCI 2020 Zhu D 2
Numerical investigation of the flow regime and cavitation in the vanes of reversible pump-turbine during pump mode's starting up Renewable Energy SCI 2019 Tao R 1
Improving the cavitation inception performance of a reversible pump turbine in pump mode by blade profile redesign: Design concept, method and applications Renewable Energy SCI 2019 Tao R 1
Evaluating the transient energy dissipation in a centrifugal impeller under rotor-stator interaction Entropy SCI 2019 Tao R 1
Analysis of the guide vane jet-vortex flow and the induced noise in a prototype pump-turbine Applied Sciences SCI 2019 Tao R 1
Optimization design of hydraulic performance in vaned mixed-flow pump Proceedings of The Institution of Mechanical Engineers Part A-Journal of Power and Energy SCI 2019 Zhu D 2
Anti-cavitation design of the symmetric leading-edge shape of mixed-flow pump impeller blades Symmetry SCI 2019 Zhu D 2
Cavitation behavior study in the pump mode of a reversible pump-turbine Renewable Energy SCI 2018 Tao R 1
Investigations of the unstable Q-H hump characteristic of a nuclear main pump Proceedings of The Institution of Mechanical Engineers Part A-Journal of Power and Energy SCI 2018 Tao R 1
Multi-objective optimization of double suction centrifugal pump Proceedings of The Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science SCI 2018 Tao R 1
Investigation of the flow characteristics in a main nuclear power plant pump with eccentric impeller Nuclear Engineering and Design SCI 2018 Tao R 1
Influence of blade leading-edge shape on cavitation in a centrifugal pump impeller Energies SCI 2018 Tao R 1
Designing incidence-angle-targeted anti-cavitation foil profiles using a combination optimization strategy Energies SCI 2018 Zhu D 3
Impact of guide vane opening angle on the flow stability in a pump-turbine in pump mode Proceedings of The Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science SCI 2017 Zhu D 3
Detached eddy simulations for high speed axial flow fuel pumps with swept and straight blade impellers Engineering Computations SCI 2016 Tao R 1

科技成果

软件著作
  • 1、GV智能生成软件,2023,2023SR0826361,软件著作权登记
  • 2、GEXP精度测量综合实验素材库软件,软件著作权登记
  • 3、TTF贯流式水轮机自激力预测软件,软件著作权登记
  • 4、RB叶片开度调整软件,软件著作权登记
  • 5、TPA贯流泵偏心自激力预测软件,软件著作权登记
  • 6、TTF贯流式水轮机自激力预测软件,软件著作权登记
  • 7、ZHSY精度测量综合实验素材库软件,软件著作权登记
专利
  • 1、一种推迟初生空化的水力机械叶轮叶片前缘的设计方法,2021,202110246982.2
  • 2、一种基于CFD后处理的压力脉动信号的溯源方法,2021,202110196783.5
  • 3、一种用于水泵叶片参数设计的启发式搜索优化算法,2020,202011530393.9
  • 4、一种离心泵轴向力的测试装置及方法,2020,202011121235.8
  • 5、一种单级单吸离心泵的轴向力自平衡设计方法及装置,2020,202011120051.X
  • 6、一种抑制初生空化的水泵叶片三维智能匹配设计方法
  • 7、一种抑制初生空化的水泵叶片三维智能匹配设计方法
  • 8、一种基于半导体制冷的咸水净化装置
  • 9、一种快速预测水力机械叶片空蚀的方法
  • 10、一种降低导叶式混流泵动静干涉强度的叶轮叶片尾缘修型方法
  • 11、一种考虑水动力学的贯流式水轮机仿生叶片裙边
  • 12、一种考虑水动力学的贯流式水轮机仿生叶片裙边

荣誉及奖励

招生信息

希望与有识之士合作,期待活泼、开朗、阳光、向上的你,加入我的研究团队。


课题组招收博士后、博士、硕士(含学硕与专硕)。

方向(关键词):水力机械、叶轮机械、空化、机器学习、信号处理、优化设计。

往期招生
硕士研究生
  • 序号
  • 在籍人数
  • 年份
1
2
2023
2
2
2022
3
1
2021
报考意向