教育背景：

2014 – 2017，西安交通大学机械工程学院博士学位
2014 – 2015，澳大利亚新南威尔士大学机械与制造工程学院联合培养博士
2011 – 2014，西安交通大学机械工程学院硕士学位
2007 – 2011，哈尔滨工程大学机电工程学院学士学位

工作履历：

2022.7-至今，副教授
2019.10-2022.6，副研究员

主持项目：

国家级：
[1] 国家自然科学基金青年基金项目：人工关节微纳磨粒的多视图空间形态表征与磨损机理研究，2020.01-2022.12，结题，主持

省部级：
[2] 广东省自然科学基金-青年提升项目：人工关节界面磨损与磨屑诱发假体松动失效的耦合机理及其演变研究，2024.01-2026.12，在研，主持
[1] 广东省自然科学基金博士启动-纵向协同项目：融合多元磨粒特征信息的风电变速器磨损状态在线辨识方法，2018.01-2020.12，结题，主持

市级：
[3] 深圳市协同创新科技计划-国际科技合作项目：人工关节全寿命周期微纳磨屑的形成机制演变与生物反应规律研究，2023.08.25-2025.08.31，在研，主持
[2] 深圳市科技计划基础研究面上项目：微纳尺度下人工关节高分子材料的磨屑形态与磨损机理映射关系研究，2020.05.26-2023.01.31，结题，主持
[1] 深圳市科技计划基础研究(自由探索)项目：面向航空发动机健康评估的轴承磨损状态演变规律研究，2018.01-2020.03，结题，主持

企业项目：
[2] 产品3D轮廓检测系统开发，2024.04-2024.06，在研，主持
[1] 基于全景视觉的移动机器人SLAM系统研发，2018.09-2019.05，结题，主持

代表期刊论文 ：

SCI检索论文：
[35] Yeping Peng, Youyi Zhou, Song Wang, Guang-Zhong Cao*, Chaozong Liu. Three-dimensional reconstruction of wear particle surfaces using multi-focus image sequence. Measurement, 2024, 235: 114925.(JCR二区/Top, IF: 5.6)
[34] Yeping Peng, Shengdong Lin, Hongkun Wu, Guangzhong Cao*. Point cloud registration based on fast point feature histogram descriptors for 3D reconstruction of trees. Remote Sensing, 15(15): 3775. (JCR二区/TOP, IF: 5.6)
[33] Yeping Peng, Hongtao Yue, Song Wang, Guangzhong Cao*, Hongkun Wu*, Chaozong Liu. Probability-weighted ensemble support vector machine for intelligent recognition of moving wear debris from joint implant. Tribology International, 2023, 186: 108583. (JCR一区/TOP, IF: 5.62)
[32] Yeping Peng, Shucong Qin, Tao Wang*, Yixi Hu, Shiping Nie. Volume monitoring of the milling tool tip wear and breakage based on multi-focus image three-dimensional reconstruction. International Journal of Advanced Manufacturing Technology, 2023, 126: 3383-3400. (JCR三区, IF: 3.563)
[31] Genping Zhao, Junhao Qiu, Yeping Peng*, Xiaowei Zhang. Development of RGB-D simultaneous localization and mapping in dynamic environments based on motion removal and dense map reconstruction. Journal of Applied Remote Sensing, 2022, 16(4): 044526. (JCR四区, IF: 1.568)
[30] Yeping Peng, Weijiang Wang, Zhen Tang, Guangzhong Cao*, Shengxi Zhou*. Non-uniform illumination image enhancement for surface damage detection of wind turbine blades. Mechanical Systems and Signal Processing, 2022, 170: 108797. (JCR一区, IF: 8.934)
[29] Yeping Peng, Zhen Tang, Genping Zhao, Guangzhong Cao*, Chao Wu. Motion blur removal for UAV-based wind turbine blade images using synthetic datasets. Remote Sensing, 2022, 14(1): 87. (JCR二区TOP, IF: 5.349)
[28] Yeping Peng, Mingbin Yang, Guangzhong Cao, Genping Zhao*. Binocular-vision-based structure from motion for 3D reconstruction of plants. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 8019505. (JCR二区, IF: 5.343)
[27] Weijiang Wang, Yeping Peng*, Guangzhong Cao, Xiaoqin Guo, Ngaiming Kwok. Low-illumination image enhancement for night-time UAV pedestrian detection. IEEE Transactions on Industrial Informatics, 2021, 17(8): 5208-5217. (JCR一区, IF10.215)
[26] Yeping Peng*, Zhengbin Wu, Guangzhong Cao*, Song Wang*, Hongkun Wu, Chaozong Liu, Zhongxiao Peng. Three-dimensional reconstruction of wear particles by multi-view contour fitting and dense point-cloud interpolation. Measurement, 2021, 181: 109638. (JCR二区)
[25] Yeping Peng, Milad Boroumand Ghahnaviyeh, Mohammad Nazir Ahmad, Ali Abdollahi, Seyed Amin Bagherzadeh, Hamidreza Azimy, Amirhosein Mosavi, Aliakbar Karimipour*. Analysis of the effect of roughness and concentration of Fe3O4/water nanofluid on the boiling heat transfer using the artificial neural network: An experimental and numerical study. International Journal of Thermal Sciences, 2021, 163: 106863. (JCR二区)
[24] Yeping Peng, M. Barzegar Gerdroodbary, M. Sheikholeslami, Ahmad Shafee, Houman Babazadeh*, R. Moradi. Mixing enhancement of the multi hydrogen fuel jets by the backward step. Energy, 2020, 203: 117859.  (ESI热点/高被引论文, JCR一区)
[23] Yeping Peng, Amir Parsian, Hossein Khodadadi, Mohammad Akbari, Kamal Ghani, Marjan Goodarzi*, Quang-Vu Bach. Develop optimal network topology of artificial neural network (AONN) to predict the hybrid nanofluids thermal conductivity according to the empirical data of Al2O3 – Cu nanoparticles dispersed in ethylene glycol. Physica A: Statistical Mechanics and its Applications, 2020, 549: 124015. (ESI热点/高被引论文, JCR二区)
[22] Yeping Peng, Ali Zahedidastjerdi, Ali Abdollahi, Atefeh Amindoust, Mehrdad Bahrami, Arash Karimipour, Marjan Goodarzi*. Investigation of energy performance in a U-shaped evacuated solar tube collector using oxide added nanoparticles through the emitter, absorber and transmittal environments via discrete ordinates radiation method. Journal of Thermal Analysis and Calorimetry, 2020, 139: 2623-2631. (ESI高被引论文, JCR三区)
[21] Ying Du, Shengxi Zhou*, Xingjian Jing, Yeping Peng, Hongkun Wu, Ngaiming Kwok. Damage detection techniques for wind turbine blades: A review. Mechanical Systems and Signal Processing, 2020, 141: 106445. (ESI高被引论文, JCR一区)
[20] Yeping Peng, Tonghai Wu, Guangzhong Cao*, Ngaiming Kwok, Zhongxiao Peng. WP-DRnet: A novel wear particle detection and recognition network for automatic ferrograph image analysis. Tribology International, 2020, 151: 106379. (JCR一区)
[19] Yeping Peng, Hamed Moradi Mahyari, Abouzar Moshfegh, Ashkan Javadzadegan, Davood Toghraie, Mehrzad Shams, Sara Rostami*. A transient heat and mass transfer CFD simulation for proton exchange membrane fuel cells (PEMFC) with a dead-ended anode channel. International Communications in Heat and Mass Transfer, 2020, 115: 104638. (JCR二区)
[18] Yeping Peng, Usama Khaled, Abdullah A.A.A. Al-Rashed, Rashid Meer, Marjan Goodarzi*, M.M. Sarafraz. Potential application of Response Surface Methodology (RSM) for the prediction and optimization of thermal conductivity of aqueous CuO (II) nanofluid: A statistical approach and experimental validation. Physica A: Statistical Mechanics and its Applications, 2020, 554: 124353. (JCR二区)
[17] Yeping Peng, Majid Zarringhalam, Azeez A. Barzinjy, Davood Toghraie, Masoud Afrand*. Effects of surface roughness with the spherical shape on the fluid flow of Argon atoms flowing into the microchannel, under boiling condition using molecular dynamic simulation. Journal of Molecular Liquids, 2020, 297: 111650. (JCR二区)
[16] Yeping Peng, Tonghai Wu, Guangzhong Cao*, Ngaiming Kwok, Shengxi Zhou, Zhongxiao Peng. A hybrid convolutional neural network for intelligent wear particle classification. Tribology International, 2019, 138: 166-173. (JCR一区)
[15] Yeping Peng, Tonghai Wu, Guangzhong Cao*, Ngaiming Kwok, Shengxi Zhou, Zhongxiao Peng. Online wear characterisation of rolling element bearing using wear particle morphological features. Wear, 2019, 430-431: 369-375. (JCR一区)
[14] Yeping Peng, Azeez A. Barzinjy, Abdullah A.A.A. Al-Rashed, Afshin Panjehpour, Mehdi Mehrjou, Masoud Afrand*. Investigation the effect of pulsed laser parameters on the temperature distribution and joint interface properties in dissimilar laser joining of austenitic stainless steel 304 and Acrylonitrile Butadiene Styrene. Journal of Manufacturing Processes, 2019, 48: 199-209. (JCR二区)
[13] Yeping Peng, Majid Zarringhalam, Mehdi Hajian, Davood Toghraie, Shahrzad Jafari Tadi, Masoud Afrand*. Empowering the boiling condition of Argon flow inside a rectangular microchannel with suspending Silver nanoparticles by using of molecular dynamics simulation. Journal of Molecular Liquids, 2019, 295: 111721. (JCR二区)
[12] Yeping Peng, Ghasem Bahrami, Hossein Khodadadi, Alireza Karimi, Ahmad Soleimani, Arash Karimipour, Sara Rostami*. Three dimensional numerical simulation of polymer electrolyte membrane fuel cell. International Journal of Numerical Methods for Heat & Fluid Flow, 2019, 30(1): 427-451. (JCR三区)
[11] Yeping Peng, Ali Sulaiman Alsagri, Masoud Afrand, R. Moradi*. A numerical simulation for magnetohydrodynamic nanofluid flow and heat transfer in rotating horizontal annulus with thermal radiation. RSC Advances, 2019, 9(39): 22185-22197. (JCR三区)
[10] Ruowei Li, Yeping Peng*, Haiyan Shi, Hongkun Wu, Shilong Liu, Ngaiming Kwok. First-order difference bare bones particle swarm optimizer. IEEE Access, 2019, 7: 132472-132491. (JCR三区)
[9] Yeping Peng, Songbo Ruan, Guangzhong Cao*, Sudan Huang, Ngaiming Kwok, Shengxi Zhou. Automated product boundary defect detection based on image moment feature anomaly. IEEE Access, 2019, 7: 52731-52742. (JCR三区)
[8] Yeping Peng*, Haiyan Shi, Hongkun Wu, Ruowei Li, Ngaiming Kwok, San Chi Liu, Shilong Liu, Md Arifur Rahnam. An optimum shift-and-weighted brightness mapping for low-illumination image restoration. Imaging Science Journal, 2019, 67(4): 187-201. (JCR四区)
[7] Haiyan Shi, Shilong Liu, Hongkun Wu, Ruowei Li, Sanchi Liu, Ngaiming Kwok, Yeping Peng*. Oscillatory particle swarm optimizer. Applied Soft Computing, 2018, 73: 316-327. (JCR一区)
[6] Guangzhong Cao, Songbo Ruan, Yeping Peng*, Sudan Huang, Ngaiming Kwok. Large-complex-surface defect detection by hybrid gradient threshold segmentation and image registration. IEEE Access, 2018, 6: 36235-36246. (JCR三区)
[5] Yeping Peng, Tonghai Wu, Guangzhong Cao*, Sudan Huang, Hongkun Wu, Ngaiming Kwok, Zhongxiao Peng. A hybrid search-tree discriminant technique for multivariate wear debris classification. Wear, 2017, 392-393: 152-158. (JCR一区)
[4] Yeping Peng, Tonghai Wu*, Shuo Wang, Zhongxiao Peng. Wear state identification using dynamic features of wear debris for online purpose. Wear, 2017, 376-377: 1885-1891. (JCR一区)
[3] Yeping Peng, Tonghai Wu*, Shuo Wang, Ying Du, Ngaiming Kwok, Zhongxiao Peng. A microfluidic device for three-dimensional wear debris imaging in on-line condition monitoring. Proceedings of the Institution of Mechanical Engineers, Part J-Journal of Engineering Tribology, 2017, 231(8): 965-974. (JCR四区)
[2] Yeping Peng, Tonghai Wu*, Wang Shuo, Zhongixiao Peng. Oxidation wear monitoring based on the color extraction of on-line wear debris. Wear, 2015, 332-333: 1151-1157.  (JCR一区)  
[1] Yeping Peng, Tonghai Wu*, Wang Shuo, Ngaiming Kwok, Zhongxiao Peng. Motion-blurred particle image restoration for on-line wear monitoring. Sensors, 2015, 15(4): 8173-8191. (JCR三区)

中文核心期刊论文：
[9] 孔德宇, 彭业萍*, 庄溶润, 王松, 曹广忠. 镍钛编织支架的磨屑特征与细胞毒性关系研究[J]. 摩擦学学报, 2024.
[8] 彭业萍, 孔德宇, 庄溶润, 王松*, 曹广忠. 人工关节组合界面的磨损行为研究进展[J]. 清华大学学报(自然科学版), 2024, 64(03): 409-420.
[7] 吴昌松, 彭业萍*, 曹广忠, 闫妍. 面向三维重建的无人机航拍路径规划技术研究综述[J]. 测绘通报, 2022, (08): 98-103+122.
[6] 伍锐斌, 彭业萍*, 曹广忠, 曹树鹏. 人工关节磨屑的显微单视图深度估计方法研究[J]. 润滑与密封, 2022, 47(07): 40-48.
[5] 唐震, 彭业萍*, 王伟江, 曹广忠, 吴超. 融合Hough直线检测和Grab-cut的风机叶片自适应分割方法[J]. 电子测量与仪器学报, 2021, 35(4): 161-168.  2021.4
[4] 吴正斌, 彭业萍*, 曹广忠, 曹树鹏. 基于KLT多视图特征跟踪的物体三维重建[J]. 合肥工业大学学报(自然科学版), 2020, 43(7): 901-906.
[3] 王伟江, 彭业萍*, 曹广忠, 郭小勤. 面向机柜表面缺陷检测的不均匀光照和低亮度图像增强方法[J]. 仪器仪表学报, 2019, 40(8): 131-139.
[2] 钱秋阳, 曹广忠, 彭业萍*, 钟祥永. EtherCAT无线网关设计与实现[J]. 自动化仪表, 2018, 39(12): 48-51+59.
[1] 李世雄, 曹广忠, 李庆, 彭业萍*, 吕洁印. 基于锚点的边缘检测优化算法研究[J]. 电子测量与仪器学报, 2018, 32(11): 9-16.

代表会议论文：

[3] Shengdong Lin, Yeping Peng*, Guangzhong Cao. Low overlapping plant point cloud registration and splicing method based on FPFH. Image and Graphics Technologies and Applications, IGTA 2022, Communications in Computer and Information Science, Springer, Singapore, 2022, 1611: 103-117. (2022 17th Chinese Conference on Image and Graphics Technologies (IGTA 2022), April 23, 2022, pp. 103-117, Beijing, China, 2022.)
[2] Hongtao Yue, Yeping Peng*, Song Wang, Guangzhong Cao, Huapeng Li. Intelligent recognition of artificial joint wear particles from lubrication fluid based on multi-view image features. 2022 6th International Conference on Biomedical Engineering and Applications (ICBEA 2022), May 13-15, 2022, pp. 32-39, Hangzhou, China.
[1] Xiaowei Zhang, Yeping Peng*, Mingbin Yang, Guangzhong Cao, Chao Wu. Moving object detection for camera pose estimation in dynamic environments. 2020 10th IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (IEEE-CYBER 2020), Xian, China, OCT 10-13, 2020: 93-98.

代表专利：

发明专利：
[15] 彭业萍, 伍嘉昊, 周友逸, 范雪, 曹广忠. 一种四自由度膝关节假体摩擦磨损试验机[P]. 发明专利, 申请号: 202410632866.8.
[14] 彭业萍, 周友逸, 徐星宇, 曹广忠. 一种膝关节磨损状态的监测方法及相关装置[P]. 发明专利, 申请号: 202311435418.0.
[13] 彭业萍, 岳红涛, 曹广忠. 一种基于多视角特征的运动磨粒识别方法及相关装置[P]. 发明专利, 申请号: 202310033908.1.
[12] 彭业萍, 周友逸, 徐星宇, 曹广忠. 一种膝关节摩擦试验机构及其试验方法[P]. 发明专利, 申请号: 202211743058.6.
[11] 王涛, 覃树聪, 彭业萍, 陈伟, 罗显博, 王浩贤, 胡翊浠, 林德权, 罗沚晴. 基于刀尖三维重建的磨损检测方法、装置、终端及介质[P]. 发明专利, 申请号: 202210096485.3.
[10] 王涛, 覃树聪, 聂世平, 彭业萍, 陈伟, 罗显博, 王浩贤, 胡翊浠, 林德权, 罗沚晴. 刀尖三维重建的检测装置及在线检测方法[P]. 发明专利, 专利号: ZL202210096531.X. （授权）
[9] 彭业萍, 许啸寅, 杨明斌. 一种植株三维重建方法、终端及存储介质[P]. 发明专利, 申请号: 202210997343.4.  
[8] 彭业萍, 陈炜彬, 曹广忠. 一种基于多聚焦图像的磨损颗粒表面重构方法及相关装置[P]. 发明专利, 申请号: 202111397466.6.
[7] 彭业萍, 张晓伟, 曹广忠, 吴超. 一种动态环境移动机器人的定位方法[P]. 发明专利, 专利号: ZL202110388370.7. （授权）
[6] 彭业萍, 张晓伟, 曹广忠, 吴超. 一种动态环境移动机器人的环境地图构建方法[P]. 发明专利, 专利号: ZL202110389497.0. （授权）
[5] 彭业萍, 张晓伟, 曹广忠, 吴超. 一种动态环境移动机器人的定位方法[P]. PCT专利, 国内案号: 211313-PI-053.
[4] 彭业萍, 王伟江, 曹广忠, 郭小勤. 一种基于机器视觉的风机叶片缺陷检测方法及系统[P]. 发明专利, 申请号: 202010847852.X.
[3] 彭业萍, 王伟江, 曹广忠. 一种夜晚低亮度图像增强系统[P]. 发明专利, 申请号: 201911106602.4.  
[2] 彭业萍, 等. 润滑油磨粒在线监测方法、终端及存储介质[P]. 发明专利, 专利号: ZL201810771554.X. （授权）
[1] 彭业萍, 吴敏, 曹广忠, 阮松波. 棱边缺陷检测方法、装置、电子设备及存储介质[P]. 发明专利, 专利号: ZL201811478391.2. (授权，开放许可)

实用新型专利：
[3] 彭业萍, 岳红涛, 吴昌松, 曹广忠. 一种磨粒动态视频采集机构[P]. 实用新型专利, 申请号: 202320075297.2. (申请日：2023-01-10，授权：2023年08月15日)
[2] 彭业萍, 王伟江, 曹广忠, 郭小勤. 一种图像获取装置[P]. 实用新型专利, 专利号: ZL202021775757.5. （授权，开放许可）
[1] 彭业萍, 陈炜彬, 曹广忠, 曹树鹏. 一种三维重建装置[P]. 实用新型专利, 专利号: ZL202021525098.X. （授权）

代表著作：

获得荣誉：

科研荣誉/奖励：
[6] 彭业萍. 入选“全球前2%科学家榜单”, 2022, 2023.
[5] 彭业萍. 深圳市海外高层次人才, 深圳市孔雀计划C类, 深圳市人力资源和社会保障局, 2019.
[4] 彭业萍. 人工关节材料磨屑形态表征及磨损机理研究, 中国振动工程学会动态测试专业委员会2021年代表大会暨学术年会“大会主题报告”, 2021.
[3] 王伟江，彭业萍，曹广忠，郭小勤. 面向机柜表面缺陷检测的不均匀光照和低亮度图像增强方法，全国第30届计算机技术与应用学术会议优秀学生论文一等奖，中国仪器仪表学会微型计算机应用学会，2019.
[2] 武通海，陈渭，彭业萍，段志和，王硕. 重大机械设备磨损状态在线监测系统，第十七届中国国际工业博览会高校展区优秀展品一等奖，教育部科技发展中心，2015.
[1] 彭业萍. 2015年全国青年摩擦学学术会议优秀论文奖，中国机械工程学会摩擦学分会，2015.

指导学生竞赛：
[7] 周友逸, 徐星宇, 陈朝烽, 彭业萍(指导老师). 面向磨损在线监测的人工膝关节仿生运动平台设计, 2023年第八届全国大学生生物医学工程创新设计竞赛“二等奖”, 中国生物医学工程学会, 2023.
[6] 周友逸, 孔德宇, 徐星宇, 彭业萍(指导老师). 膝关节仿生运动摩擦磨损试验机, 2023年第二届广东省大学生生物医学工程创新设计竞赛“二等奖”, 广东省生物医学工程学会, 2023.
[5] 梁家鸣, 许戈, 郭高原, 邱洪(指导老师), 彭业萍(指导老师). 朝气棚勃, 第六届（2023）全国大学生嵌入式芯片与系统设计竞赛应用赛道全国总决赛“三等奖”，中国电子学会, 2023.8.
[4] 梁家鸣, 许戈, 郭高原, 邱洪(指导老师), 彭业萍(指导老师). 朝气棚勃, 第六届（2023）全国大学生嵌入式芯片与系统设计竞赛应用赛道南部赛区“一等奖”，中国电子学会, 2023.8.
[3] 龙檐标, 陈冠豪,杨佩雯,张继宸, 谭杰文,黄苏丹(指导老师), 彭业萍(指导老师). 基于华为云IoT的公共场所分流系统, 2022-2023年度国家级大学生创新创业训练项目，结题"良好".
[2] 孔德宇, 周洵乐, 岳红涛, 彭业萍（指导老师）. 基于多聚焦成像的人工关节磨屑三维重建装置, 2022年第七届全国大学生生物医学工程创新设计竞赛“三等奖”, 全国生物医学工程学会, 2022.
[1] 彭家明，潘梓勇，彭业萍（指导老师）. 基于目标跟踪的无人机自动运动控制，2019年度深圳大学学生创新发展基金基础实验项目结题“优秀”，深圳大学实验室与国有资产管理部，2020.

主要学术兼职：

[9] 深圳物联网产业服务平台副主任
[8] 深圳大学自动化研究所副所长
[7] 中国振动工程学会动态测试专业委员会委员
[6] 中国机械工程学会高级会员
[5] 美国电子与电气工程师协会会员(IEEE Member)
[4] 中国图象图形学学会会员
[3] 广东省生物医学工程学会植入器械与先进制造分会委员
[2] 广东省机械工程学会摩擦学分会理事
[1] 担任IEEETransactions on Industrial Electronics、IEEE Transactions on Industrial Informatics、TribologyInternational等多个期刊审稿人