姓名：刘迎圆
  • 性别：女
  • 聘任技术职务：副教授
  • 学历：博士研究生毕业
  • 联系电话：021-57122373
  • 电子邮箱：yyliu@shnu.edu.cn
  • 通讯地址：上海市海思路100号
  • 部门：信息与机电工程学院
  • 学位：工学博士学位
  • 毕业院校：浙江大学
  • 办公地址：上海市海思路100号
 
研究方向
学术成果
教学工作
荣誉奖励
社会兼职
(0)
 

研究方向：


1）基于深度学习与强化学习的机翼/叶片智能优化

包括：基于深度学习的叶片降维表征；基于深度学习的代理模型；强化学习在机翼多目标优化中的应用研究

2）信号处理与故障诊断

包括：基于深度学习的故障诊断、信号处理与趋势预测



个人简介：博士，副教授，硕士生导师，机器人与智能制造实验室。2016年于浙江大学获博士学位，2017年入职上海师范大学。主持国家自然科学基金、企业委托项目、校级项目等多项课题的研究工作，在国际或国内学术期刊上发表SCI/EI论文10余篇，授权及公开发明专利4项。并担任国家基金通讯评审专家、相关领域国际国内期刊审稿专家。


承担科研项目：

1. 国家自然科学基金青年科学基金项目，主持

2. 上海市高校青年教师培养资助计划项目，主持

3. 企业委托横向2项：主持


代表性著作：


期刊论文：

1.    Liu YY, Shen JX, Yang PP; Yang XW. A CNN-PINN-DRL driven method for shape optimization of airfoils. Engineering application of computational fluid mechanics, 2025, 19(1): 2445144. (Q1)

2. Liu YY, Wang YZ, An K. A feature extraction method for hydrofoil attached cavitation based on deep learning image semantic segmentation algorithm. Scientific Report, 2025, 14:4415. (Q2)

3.     沈剑雄,刘迎圆,王乐勤. 基于深度学习的翼型参数化建模方法 [J]. 工程设计学报, 2024, 31 (03): 292-300.

4.     刘迪,刘迎圆. 基于深度学习的小样本流体机械故障诊断方法 [J]. 上海师范大学学报(自然科学版), 2023, 52 (02): 264-271.

5.   Liu YY, Gong JG, An K, Wang LQ. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump-Turbine at Pump Mode. Journal of Energy Engineering, 2020, 146(6): 04020066.

6.     Liu Y Y, An K, Liu H, et al. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics, 2019, 13: 1, 1130-1143.

7.   Liu Y Y*, Li Y R, Wang L Q. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2019, 233(3): 987-996.

8.    Liu Y Y*, Wang L Q, Zhu Z C. Experimental and numerical studies on the effect of inlet pressure on cavitating flows in rotor pumps. Journal of Engineering Research, 2016, 4(2): 151-171.

9.  Liu Y Y, Wang L Q*, Zhu Z C, Numerical study on flow characteristics of rotor pumps including cavitation. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2015, 229(14): 2626-2638.


授权发明专利：

1.刘迎圆,沈剑雄,安康. 一种基于深度学习和强化学习的翼型优化设计方法[P]. 上海市: CN202311196497.4, 2023-12-01.

2.刘迎圆,王一之,张益,等. 一种水翼空化实时检测方法及装置[P]. 上海市: CN202310341968.X, 2023-08-08.

3.刘迎圆,刘迪. 一种小样本液压泵气蚀诊断方法及装置[P]. 上海市: CN202310176785.7, 2023-05-16.

（以下信息源于科研管理系统）

学术成果：
论文
  • [1] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [2] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [3] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [4] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [5] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [6] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [7] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [8] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [9] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [10] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [11] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [12] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [13] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [14] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [15] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [16] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [17] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [18] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [19] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [20] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [21] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [22] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [23] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [24] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [25] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [26] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [27] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [28] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [29] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [30] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [31] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [32] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [33] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [34] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [35] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [36] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [37] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [38] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [39] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [40] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [41] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [42] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [43] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [44] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [45] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [46] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [47] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [48] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [49] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [50] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [51] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [52] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [53] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [54] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [55] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [56] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [57] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [58] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [59] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [60] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [61] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [62] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [63] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [64] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [65] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [66] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [67] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [68] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [69] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [70] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [71] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [72] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [73] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [74] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [75] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [76] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [77] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [78] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [79] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [80] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [81] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [82] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [83] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [84] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [85] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [86] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [87] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [88] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [89] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [90] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [91] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [92] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [93] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [94] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [95] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [96] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [97] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [98] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [99] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
  • [100] 刘迎圆. Numerical and experimental studies on flow performances and hydraulic radial forces of an internal gear pump with a high pressure. Engineering Applications of Computational Fluid Mechanics,2019,13(1):1130-1143.
  • [101] 刘迎圆. Intelligent Identification Method of Flow State in Nuclear Main Pump Based on Deep Learning Method. Lecture Notes in Electrical Engineering,2023.
  • [102] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [103] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [104] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [105] 刘迎圆. Experimental and theoretical studies on the pressure fluctuation of an internal gear pump with a high pressure. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2019,233(3):987-996.
  • [106] 刘迎圆. Effect of space diffuser on flow characteristics of a centrifugal pump by computational fluid dynamic analysis. PLoS One,2020,15(2):e0228051.
  • [107] 刘迎圆. Cavitation Characteristics and Hydrodynamic Radial Forces of a Reversible Pump–Turbine at Pump Mode. JOURNAL OF ENERGY ENGINEERING,2020,146(6):04020066.
  • [108] 刘迎圆. 流固耦合作用下空间导叶式离心泵叶轮湿模态分析. 流体机械,2020,48(7):-56.
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