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周培培

发布日期: 2025年04月11日  浏览次数:

研究方向微/纳机械系统集成与控制,医疗辅助机器人,人机交互,深度神经网络

办公邮箱:zhoupp@gpnu.edu.cn

个人简介:周培培博士,广东技术师范大学机电学院副教授,硕士生导师。周培培博士本科和博士均毕业于华南理工大学机械与汽车工程学院,于2014.9-2016.9赴法国南特大学Lingai Luo教授进行联合培养,开展微/纳芯片的设计加工,和微高通量筛选系统研制。并在2018年9月进入中山大学生物医学工程学院医疗器械系蒋乐伦教授进行博士后学习,研究深度神经网络在高通量制备图像的识别及应用,深入研究医疗辅助机器人的设计与制备。已发表SCI/EI论文20余篇,主持项目3项,参与多项,授权多项国外/国内专利。现主讲课程有:微型单片机原理与技术应用、软件工程、机器人创新设计、机器人操作系统等。

代表性科研项目:

1. 国家自然科学基金青年项目,基于微流控液滴技术的自动化高通量材料筛选系统的研制,2020/01-2022/12,主持,25万元。

2. 周培培人才引进项目,基于人工智能与微流控液滴阵列的自动化高通量材料筛选的研究,2021.1-2024.12,主持,35万元。

3.基于AI微机械集成实验教学项目资源开发,2024结题,主持,5万元。

代表性论文:

1. Gang Tang, Haibo Zhang , Yongli Hu andPeipei Zhou*. FPID-RCP: A Control Method for a Swing-Type Wave Compensation Platform System[J]. Mar. Sci. Eng. 2024, 12, 1376.

2. Ri Chen, Jie Qin, Zehan Xu, Siqi Lv, Zhenhao Tao, Jiale He,Peipei Zhou* Zhaoyu Shu,* Zhixin Zhuang,* Wenxia Wang, Yunying Xu, Lanying Xu,aCheng Deng, Igor Zhitomirsky and Kaiyuan Shi. The impact of processing voltage of wire electric discharge machining on the performance of Mo doped V–VO0.2 based Archimedean micro- supercapacitors. RSC Adv., 2024, 14, 28543.

3. Jiehan Wei, Jianye Liang, Jun Song andPeipei Zhou*. YOLO-PBESW: A Lightweight Deep Learning Model for the Efficient Identification of Indomethacin Crystal Morphologies in Microfluidic Droplets. Micromachines 2024, 15, 1136.

4. P.P. Zhou#,Microfluidichigh-throughput platforms for discovery of novel materials. Nanomaterials, 2020,P2514,1-17. (IF=4.10,中科院二区,第一作者)

5. Gang Tang, Tang C, Christophe Claramunt,Xiong Hu,Peipei Zhou*. Geometric A-star Algorithm: An improved A-star Algorithm for AGV Path Planning in a Port Environment[J]. IEEE Access, 2021, PP(99):1-1.

6. Gang Tang, Jianxu Gu, Weidong Zhu , Claramunt C,Peipei Zhou*. HD Camera-Equipped UAV Trajectory Planning for Gantry Crane Inspection [J].Remote Sensing, 2022,14,1658.

7. Gang Tang, Pengfei Liu, Zhipeng Hou,Christophe Claramunt,Peipei Zhou*. Motion Planning of UAV for Port Inspection Based on Extended RRT* Algorithm[J]. Journal of Marine Science and Engineering, 2023, 11(4):702.

8. P.P. Zhou#, M. Wei, D. Tarlet, Y.L. Fan, L.G. Luo, and X.F. Hu*,Water-in-oil emulsification in a bifurcated tree-like network:flow distribution properties and their impact on the emulsion polydispersity. Chemical Engineering Research and Design, 134,420-433, 2018.

9. P.P. Zhou#, M. Wei, D. Tarlet*, Y.L. Fan, and L.G. Luo, Novel multi-scale parallel micro-channel contactor for monodisperse water-in-oil emulsification.Chemical Engineering Research and Design, 121, 233-244, 2017.

10. X.Y. Li, X.R. Yang, L. Liu,P.P. Zhou, J.H. Zhou*, X.T. Shi *, and Yingjun Wang*,A Microarray Platform Designed for High-throughput Screening the Reaction Conditions for the Synthesis of Micro/Nanosized Biomedical Materials. Bioactive Materials, 5(2), 286-296, 2020.(IF=9.80)

11. Z.N. Su, J.X. He,P.P Zhou, L. Huang and J.H. Zhou*,A High-throughput System Combining Microfluidic Hydrogel Droplets with Deep Learning for Screening the Antisolvent-crystallization Conditions of Active Pharmaceutical Ingredient. Lab on a Chip, 2020, 20, 1907-1916.