科 研 论 文 及 成 果 |
[1] Liu Zhenzhen, Zuo Hongfu, Bai Fang, et al. An oil wear particle identification method based on Wasserstein generative adversarial network and improved CNN using a custom-built optical imaging sensor [J]. Measurement, 2024(232):114663.(中科院2区TOP) [2] Liu Zhenzhen, Zuo Hongfu, Bai Fang, et al. Intelligent classification of online wear particle in lubricating oil using optical direct imaging method and convolutional neural network for rotating machinery[J]. Tribology International, 2023(189):109015.(中科院1区TOP) [3] Liu Zhenzhen, Zuo Hongfu, Liu Yan, et al. Research on wear particle online monitoring using machine vision for rotating machinery[J]. IEEE Transactions on Instrumentation & Measurement, 2023(72):1-11.(中科院2区TOP) [4] Liu Zhenzhen, Liu Yan, Zuo Hongfu, et al. Oil debris and viscosity monitoring using optical measurement based on Response Surface Methodology[J]. Measurement, 2022(195):111152.(中科院2区TOP) [5] Liu Zhenzhen, Wang Jingrui, Yan Liu, et al. A New MRCAHE method for wear particle image enhancement based on improved Online optical microfluidic Sensor[J]. Tribology Letters, 2025, 73(58). (中科院3区) [6] Liu Zhenzhen, Liu Yan, Zuo Hongfu, et al. An oil wear particles inline optical sensor based on motion characteristics for rotating machines condition monitoring[J]. Machines, 2022, 10(9):727. (中科院3区) [7] Liu Zhenzhen, Liu Yan, Zuo Hongfu, et al. A lubricating oil condition monitoring system based on wear particle kinematic analysis in microfluid for intelligent aeroengine[J]. Micromachines, 2021,12(7),748. (中科院3区) [8] Liu Yan, Liu Zhenzhen*, Bai Fang, et al. The electrostatic induction characteristics of SiC/SiC particles in Aero-engine exhaust gases: A simulated experiment and analysis [J]. Aerospace, 2024, 11, (6): 481.(中科院3区) [9] Liu Yan, Liu Zhenzhen*, Zuo Hongfu, et al. A DLSTM network-based approach for mechanical remaining useful life prediction[J]. Sensors. 2022,22(15),5680.(中科院3区) [10] Hu Xiaolei, Zhang Jiale, Yu Zihan, Liu Zhenzhen*, et al. Numerical study of the combustion process in the vertical heating flue of air staging coke oven [J]. Processes, 2024,12(10): 2294.(中科院3区) |