2004.09-2006.02 上海交通大学 机械设计及理论专业 硕博连读
2006.02-2011.05 上海交通大学 机械设计及理论专业 博士
1998.09-2002.07 辽宁工学院（现 辽宁工业大学） 机械电子工程专业 学士

2022-至今  上海交通大学 机械与动力工程学院  教授、博士生导师
2016-2021 上海交通大学 机械与动力工程学院  副教授、博士生导师
2013-2016 上海交通大学 机械与动力工程学院  助理研究员
2011-2013 上海交通大学 机械与动力工程学院  师资博士后

2014.02-08 丹麦技术大学 管理工程系 访问学者

1. 摩擦信息学（Tribo-informatics/Triboinformatics）
基础研究：数据-模型协同驱动的摩擦学研究（AI for tribology）、多尺度模拟、表界面行为机理、摩擦学系统设计方法
应用研究：转子-轴承系统摩擦动力学、机器健康监测与诊断、摩擦学测试技术与仪器、摩擦学性能调控技术

2. 设计理论与方法 （Design Theory and Methodology）
基础研究：设计科学、设计创新思维与方法、智能设计方法、数字孪生增强设计
应用研究：机电系统设计、数字孪生管路设计、新型传感器、医工交叉产品创新设计等

3. 工程教育（Engineering Education）
设计赋能创新人才培养、项目制教学体系、大中贯通教育、青少年科普、科创教育

学术期刊
1. Associate Editor，ASME Journal of Computing and Information Science in Engineering，2023.1-2025.12

2. Associate Editor，ASME Journal of Tribology， 2025.1-2028.1

3. Editorial Board Member，Friction， 2021-
4. Editorial Board Member，npj-Advanced Manufacturing， 2024-
5. Editorial Board Member，Surface Science and Technology， 2023-
6. Editorial Board Member，SDPS-Journal of Integrated Design and Process Science，2019-
7. International Advisory Board Member，Digital Twin， 2021-
8. Guest Editor, Friction, ASME Journal of Tribology, 摩擦学学报，上海交通大学学报

学术组织
1. 上海市现代设计法研究会 常务理事/秘书长
2. 中国机械工程学会摩擦学分会 委员
3. 中国图学学会数字孪生专业委员会 常务委员
4. 中国振动工程学会转子动力学专委会 常务委员
5. 中国机械工业教育协会 理事

学术会议
1. Chair，IEEE International Conference on Design Science
2. International Scientific Committee，CIRP Design Conference
3. International Programme Committee，International Conference on Sustainable Design and Manufacturing (SDM)
4. Organization Committee Members, 7th Asia International Conference on Tribology (ASIATRIB2024) & 9th China International Conference on Tribology (CICT2024)

主持国家自然科学基金项目、国家重点研发计划课题等纵向项目10余项，企业委托科研项目20余项，医工等交叉学科研究项目8项等。

摩擦及设计研究项目
1. 国家自然科学基金面上项目：摩擦动力学、摩擦电效应、微动损伤
2. 国家自然科学基金青年项目：面向集成创新的功能知识综合与行为预测建模
3. 国家自然科学基金-联合基金重点项目：长寿命轴承的润滑行为及摩擦力矩稳定性研究，合作方负责人
4. 国家重点研发计划课题：伺服系统振动噪声抑制技术
5. 预研项目：摩擦磨损测试技术、轴承润滑、耐蚀减摩涂层制备、表面强化技术、装配系统研制
6. 机械系统与振动国家重点实验室自主课题：摩擦信息学的基础理论与方法
7. 固体润滑国家重点实验室开放课题：固体润滑薄膜结构-性能协同的计算设计研究

交叉学科研究项目
1. 上海交通大学“深蓝计划”基金面上项目：基于温控超亲/疏水双开关的船舶抗生物腐蚀和摩擦阻力调控研究，工学负责人
2. 上海交通大学“交大之星”计划医工交叉研究基金：精神分裂症面部表情模仿特点的计算机识别研究. 工学负责人
3. 上海申康医学中心：基于云端大数据的小儿先心病智能专家辅助筛查系统研发和优化，工学负责人

企业委托项目
1. 研究平台：校企合作联合研究中心、联合实验室项目
2. 摩擦磨损：摩擦磨损测试评价、运动副减摩耐磨、长寿命润滑设计、静电防护项目
3. 表面技术：轴承、齿轮等基础件、运动部件表面强化
4. 评估预测：结构/机构服役性能评估与寿命预测、船舶动力系统健康评估与故障诊断
5. 设计优化：船舶管路智能设计、机电系统、导电滑环、电连接件、连接器项目
6. 数字孪生：智能化生产线系统仿真、评估与建设方案、数字孪生工厂规划

在Taylor & Francis出版专著1部，参编英文图书3章；在美国机械工程师学会（ASME）会刊、国际电气电子工程师学会（IEEE）会刊、Friction、Tribology International、《中国科学》和《机械工程学报》等国内外学术期刊发表论文150余篇，其中SCI论文100余篇。

专著及章节
1. Zhinan Zhang, Nian Yin. Tribo-Informatics: The Systematic Fusion of AI and Tribology. CRC Press, 2024.
2. Zhinan Zhang, Yufei Ma, Ke He, Ruiqi Hu, Mingxuan Hu. Digital twin enhanced tribo-test service. Chapter 10 in Digital Twin Driven Service. 2022 Elsevier Inc
3. Zhinan Zhang, Xiang Li, Xin Wang, Hui Cheng. Decentralized cyber-physical systems: A paradigm for cloud-based smart factory of industry 4.0. Chapter 6 in Cybersecurity for Industry 4.0 – Analysis for Design and Manufacturing, Thames, L. and Schaefer, D. (Ed), Springer, 2017.
4. Zhinan Zhang, Xiang Li, Yonghong Liu Youbai Xie. Distributed Resource Environment: A Cloud-based Knowledge Service Paradigm. Chapter 3 in Cloud-Based Design and Manufacturing: A Service-Oriented Product Development Paradigm for the 21st Century, Schaefer, D. (Ed), Springer, 2014.
5. 中国机械工程学会.中国机械工程技术路线图. 北京：中国科学技术出版社,2016. 撰写13.1优质设计
6. 中国机械工程学会. 机械工程学科发展报告（摩擦学）.北京：中国科学技术出版社, 2016. 陆地交通摩擦学
7.  张执南，陈实，李振. 空间角接触球轴承摩擦动力学建模与仿真. 上海: 上海交通大学出版社，2024.

期刊论文
+++组织专刊Special Issues
1. Zhang, Z., Pan, S., Raeymaekers, B. (2024). "Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology" Friction.
2. Zhu, Y., Zhang, Z., and Sadeghi, F. (July 19, 2023). "Special Issue on Tribo-Informatics: Toward High-Efficiency Tribology Research." ASME. J. Tribol. September 2023; 145(9): 090301.

3. 张执南. 摩擦信息学:设计与信息融合”《摩擦学学报（中英文）》专刊，征稿中

+++综述文章Review Articles
1. AI for Tribology: Present and Future. Friction, https://doi.org/10.1007/s40544-024-0879-2
2. Metal matrix nanocomposites in tribology: manufacturing, performance, and mechanisms. Friction, https://doi.org/10.1007/s40544-021-0572-7
3. Tribo-informatics approach in tribology research: A review, Friction, https://doi.org/10.1007/s40544-022-0596-7
4. Fundamental Theories and Basic Principles of Triboelectric Effect: A Review. Friction, https://doi.org/10.1007/s40544-018-0217-7
5. Research methods of contact electrification: Theoretical simulation and experiment, Nano Energy, https://doi.org/10.1016/j.nanoen.2020.105501

+++代表性论文Peer Reviewed Journal Articles
摩擦学 Tribology
1. Zhinan Zhang, Shuaihang Pan, Nian Yin, Bin Shen, Jie Song. Multiscale analysis of friction behavior at fretting interfaces. Friction, 2021, 9(1):119–131.
2. Ke He, Shi Chen, Zhinan Zhang. A sparse matrix-based method for rapid solving the Reynolds equation. Trans. of the ASME, Journal of Tribology, 2022, 144(5): 051803., 0.1115/1.4051862
3. Shi Chen, Ke He, Xiaojiang Cai, Zhinan Zhang. An efficient modeling method for the simulation of ball bearing dynamics. Trans. of the ASME, Journal of Computational and Nonlinear Dynamics, 2022, https://doi.org/10.1115/1.4055314
4. Zhinan Zhang，Zhen Li, Shuaihang Pan, Xianghai Chai. Enhanced strength and high-temperature wear resistance of Ti6Al4V alloy fabricated by laser solid forming. Trans. of the ASME, Journal of Manufacturing Science and Engineering, 2022,141: 111011 https://doi.org/10.1115/1.4054901
5. Wu Zishuai#, Yu Tongtong#, Wu, Wei, Liu, Jianxi, Zhang, Zhinan, Wang, Daoai, Liu, Weimin. Nanotribology of SiP nanosheets: Effect of Thickness and Sliding Velocity. Friction (2022). https://doi.org/10.1007/s40544-021-0570-9
6. Mingxue Shen, Bo Li, Zhinan Zhang, Longzhi Zhao, Guangyao Xiong. Abrasive wear behavior of PTFE for seal applications under abrasive-atmosphere sliding condition. Friction 2020,8: 755–767.
7. Zhinan Zhang, Jun Liu, Tonghai Wu, Youbxie Xie. Effect of carbon nanotubes on friction and wear of a piston ring and cylinder liner system under dry and lubricated conditions. Friction, 2017, 5(2): 147-154.
8. Zhinan Zhang, Jun Liu, Youbai Xie. Design approach for optimization of piston ring profile considering mixed lubrication. Friction, 2016,4 (4):335-346.
9. Mingxue Shen, Bo Li, Dehui Ji, Guangyao Xiong, Longzhi Zhao, Jian Zhang, Zhinan Zhang. Effect of Particle Size on Tribological Properties of Rubber/Steel Seal Pairs Under Contaminated Water Lubrication Conditions. Tribology Letters,2020, 68:40.
10. Nian Yin, Zhinan Zhang, Junyan Zhang. Study on friction at graphene step edges influenced by tip shape by molecular dynamics simulations. Tribology Letters, 2019, 67(3):75.
11. Mingxue Shen, Li Bo, Shengxin Li, Guangyao Xiong, Dehui Ji, and Zhinan Zhang. Effect of particle concentration on the tribological properties of NBR sealing pairs under contaminated water lubrication conditions. Wear,2020, 456: 203381.
12. Shi Chen, Nian Yin, Qin Yu, Zhinan Zhang. A novel tribometer for investigating bushing wear. Wear, 2019, 430-431: 263-271.
13. Bo Zhao, Xinqing Hu; Haifeng Li, Xianci Si, Qingbing Dong, Zhinan Zhang, Baocheng Zhang. A  new approach for modeling and analysis of the lubricated piston skirt-cylinder system with multi-physics coupling. Tribology International, 2022, 167: 107381.
14. Bo Zhao, Xiaotong Yu, Yonghui Liu, Lihua Yang, Zhinan Zhang, Baocheng Zhang, Frictional characteristics of heterostructure film composed of graphene and H-BN with the consideration of defects. Tribology International, 2021, 153:1-13.
15. Bo Zhao, Xudong Dai, Zhinan Zhang, Youbai Xie. A new numerical method for piston dynamics and lubrication analysis. Tribology International, 2016, 94: 395-408.
16. Bo Zhao, Zhinan Zhang, Congcong Fang, Xudong Dai, Youbai Xie. Modeling and analysis of planar multibody system with mixed lubricated revolute joint. Tribology International, 2016, 98: 229-241.
17. Chen Shi, Nian Yin, Xiaojiang Cai, Zhinan Zhang. Iteration framework for solving mixed lubrication computation problems. Frontiers of Mechanical Engineering, 2021, 16(3): 635-648.
18. Shi Chen, Zhinan Zhang. Modification of friction for straightforward implementation of friction law. Multibody System Dynamics, 2020, 48 (2), 239-257.
19. Shuaihang Pan, Zhinan Zhang. Triboelectric effect: A new perspective on electron transfer process, Journal of Applied Physics, 2017, 122(14):14302.

摩擦信息学与机器健康Tribo-informatics
1. Zhinan Zhang, Nian Yin, Shi Chen, Chengliang Liu. Tribo-informatics: Concept, architecture, and case study. Friction, 2021, 9(3): 642–655.
2. Ke He, Yufei Ma, Zhinan Zhang. Tribo-Informatics Approach to Investigate the Friction and Wear of Bushings in the Variable Stator Vane System. Trans. of the ASME, Journal of Tribology,2023, 145 (12)
3. Renaldy Dwi Nugraha, Ke He, Ang Liu, Zhinan Zhang. Short-term cross-sectional time-series wear prediction by deep learning approaches. Trans. of the ASME, Journal of Journal of Computing and Information Science in Engineering，2022, 23 (2): 021007
4. Renaldy Dwi Nugraha, Shi Chen, Nian Yin, Tonghai Wu, Zhinan Zhang. Running-in real-time wear generation under vary working condition based on Gaussian process regression approximation, Measurement, 2021, 109599.
5. N Yin, P Yang, S Liu, S Pan, Z Zhang. AI for tribology: Present and future. Friction, 2024, 12 (6): 1060-1097.
6. Z Cai, C Li, L You, X Chen, L He, Z Cao, Z Zhang. Prediction of contact resistance of electrical contact wear using different machine learning algorithms. Friction, 2024, 12 (6):1250-1271.
7. N Yin, Z Xing, K He, Z Zhang. Tribo-informatics approaches in tribology research: A review. Friction, 2023, 11 (1): 1-22.
8. C Qin, Y Jin, Z Zhang, H Yu, J Tao, H Sun, C Liu. Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module. CAAI Transactions on Intelligence Technology, 2023, 8 (3): 963-986.
9. T Zhong, CJ Qin, G Shi, ZN Zhang, JF Tao, CL Liu. A residual denoising and multiscale attention-based weighted domain adaptation network for tunnel boring machine main bearing fault diagnosis. Science China Technological Sciences, 2024, 67: 2594–2618.
10. S Xu, J Lei, C Qin, Z Zhang, J Tao, C Liu. A domain-adversarial wide-kernel convolutional neural network for noisy domain adaptive diesel engine misfire diagnosis. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 3506819.

智能设计与制造 AI for Design and Manufacturing
1. Zhinan Zhang, Ling Liu, Wei Wei, et al. A systematic function recommendation process for data-driven product and service design. Trans. of the ASME, Journal of Mechanical Design, 2017, 139(11): 111404.
2. Zhinan Zhang，Xun Zhuge，Xiang Li，Richard Evans，Ang Liu. An object-oriented approach to the modular design of complex mechatronic systems. IEEE Transactions on Engineering Management, 2022，https://doi.org/10.1109/TEM.2022.3191438.
3. Zhinan Zhang, Jun Liu, Richard D. Evans, Ang Liu. A Design Communication Framework based on Structured Knowledge Representation, IEEE Transactions on Engineering Management, 2021, 68 (6):1650-1662.
4. X Wang, X Shan, K Cui, Z Zhang. Digital twin enhanced agile design of ship pipeline systems. Digital Twin, 2024, 4, 1
5. Z Zhang, Y Wang, Z Zhang, L Wang, H Huang, Q Cao. A residual reinforcement learning method for robotic assembly using visual and force information. Journal of Manufacturing Systems, 2024, 72: 245-262.
6. Wang, Xin, Nian Yin, Zhinan Zhang. Smart design of intelligent companion toys for preschool children.  AI EDAM 2021, 35(2): 151-164.
7. Zhinan Zhang, Xin Wang, Xiaoxiao Zhu, Qixin Cao, Fei Tao. Cloud Manufacturing Paradigm with Ubiquitous Robotic System for Product Customization. Robotics and Computer Integrated Manufacturing, 2019, 60:12-22.
8. Jun Liu, Zhinan Zhang, Richard Evans, Youbai Xie. Web Services-based knowledge sharing, reuse and integration in the design evaluation of mechanical systems. Robotics and Computer Integrated Manufacturing, 2019, 57:271-281.
9. Zhinan Zhang, Xin Wang, Fan Cui, Xiaohan Wang, Hui Cheng. A simulation-based approach for plant layout design and production planning. Journal of Ambient Intelligence and Humanized Computing, 2019, 10(3):1217-1230.
10. Jingren Xie, Shuai Mao, Zhinan Zhang, Chengliang Liu. Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators, Trans. of the ASME, Journal of Journal of Computing and Information Science in Engineering，https://doi.org/10.1115/1.4054869
11. Zhinan Zhang, Gang Liu, Zhichao Jiang, Yong Chen. A Cloud-Based Framework for Lean Maintenance, Repair, and Overhaul of Complex Equipment. Trans. of the ASME, Journal of Manufacturing Science and Engineering 2015, 137(4): 040908-040908-11.

交叉学科 Interdisciplinary
1. T Wu, P Yang, X Xie, X Cao, Y Deng, X Ding, Z Zhang. Bio-inspired Hierarchical Wearable Patch for Fast Sweat Collection,Biosensors and Bioelectronics, 2024,116430
2. Pufan Yang, Gaofeng Wei, Ang Liu, Fengwei Huo, Zhinan Zhang. A Review of sampling, energy supply and intelligent monitoring for long-term sweat sensors, npj-Flexible Electronics, 2022, 6 (1), 1-13
3. Yilin Cai#, Shiyi Huang#, Zhinan Zhang, Chen Xiaoxiang, Jiazheng Zhang, Xingyue Zhu, Xianting  Ding. Bio-mimic rotation microneedles for accurate transdermal positioning and ultra-minimal-invasive biomarker detection with attenuated skin deformation. spj-Research, 2022，2022: 9869734
4. Aynur Abdulla, Zhianan Zhang, Khan Zara Ahmad, Antony R. Warden, Hengyu Li, Xianting Ding. Rapid and Efficient Capturing of Circulating Tumor Cells from Breast Cancer Patient’s Whole Blood via the Antibody Functionalized Microfluidic (AFM) Chip. Biosensors and Bioelectronics, 2022, 201: 113965.
5. Zhinan Zhang, Nian Yin, Zishuai Wu, Shuaihang Pan, Daoai Wang. Research methods of contact electrification: Theoretical simulation and experiment, Nano Energy，2021,79:105501.
6. Shiwei Xu, Yange Feng, Ying Liu, Zishuai Wu, Zhinan Zhang, Min Feng, Sainan Zhang, Guoyun Sun, Daoai Wang. Gas-Solid Two-Phase Flow-driven Triboelectric Nanogenerator for Wind-sand Energy Harvesting and Self-powered Monitoring Sensor. Nano Energy, 2021,85:106023.
7. Bo Zhao, Zihao Li, Xinqin Liao, Longfei Qiao, Yiran Li, Shulin Dong, Zhinan Zhang, Baocheng Zhang. A heaving point absorber-based ocean wave energy convertor hybridizing a multilayered soft-brush cylindrical triboelectric generator and an electromagnetic generator. Nano Energy, 2021, 89: 106381.
8. Jin Kaiyuan, Shuaihang Pan, Tianlu Wang, Zhinan Zhang. Non-negligible corrosion process in a novel sulfur-based energy storage system. Journal of Power Sources,2021, 490: 229529.

代表性中文期刊论文
1. 潘帅航,尹念,张执南.微动界面连续干摩擦行为的分子动力学模拟[J].机械工程学报,2018,54(03):82-87.
2. 尹念,张执南,张俊彦.导电滑环Au涂层摩擦磨损行为的分子动力学模拟[J].摩擦学学报,2018,38(01):108-114.
3. 柴象海,史同承,王少辉,张执南.航空发动机风扇叶片与机匣刮蹭分析及结构设计[J].航空动力学报,2019,34(09):1879-1887.
4. 柴象海,张执南,阎军,刘传欣.航空发动机风扇叶片冲击加强轻量化设计[J].上海交通大学学报,2020,54(02):186-192.
5. 曾勇,张执南.面向环境的设计——一个创新设计的理论与方法[J].上海交通大学学报,2019,53(07):881-883.
6. 赵洋,华一雄,张执南,柴象海.基于Hertz接触理论的叶片-机匣碰摩模型[J].上海交通大学学报,2019,53(06):660-664.
7. 陈实,张执南,蔡晓江,魏新生.磨削参数对工件表面形貌及其摩擦性能的影响[J].上海交通大学学报,2018,52(05):575-581.
8. 刘郡,张执南,谢友柏.低黏度润滑油与织构对活塞环-缸套摩擦特性的影响[J].上海交通大学学报,2018,52(05):505-510.
9. 张执南.基于模型的复杂机电系统创新设计[J].科技导报,2019,37(07):68-74.
10. 陶飞,刘蔚然,刘检华,刘晓军,刘强,屈挺,胡天亮,张执南,向峰,徐文君,王军强,张映锋,刘振宇,李浩,程江峰,戚庆林,张萌,张贺,隋芳媛,何立荣,易旺民,程辉.数字孪生及其应用探索[J].计算机集成制造系统,2018,24(01):1-18.

授权国家发明专利20余件，公开（实审）国家发明专利20余件，登记软件著作权7项。
软件著作权
1. 摩擦磨损试验机通用控制软件. 登记号：2022SR1511742
2. iKnowledgeMap软件. 登记号：2022SR1443181
3. 润滑油分布计算软件. 登记号：2021SR1689315
4. 虚拟装配调节控制软件. 登记号：2018SR1077937
5. 计算服务连接器. 登记号：2018SR451275

中国发明专利
1. 基于迁移学习与多源信息融合的磨损状态在线监测方法及系统.ZL 202310961094.8
2. 动量轮轴承摩擦力矩试验机及其试验方法.ZL202110259023.4
3. 一种模拟多工况环境的行星齿轮试验台架及工作方法.ZL202011416604.6
4. 一种快速傅里叶变换滤波方法. ZL201910304013.0
5. 真空销盘式磨损试验机单相机双试样原位成像装置. ZL201610207605.7
6. 高真空高速旋转摩擦试验机磁性传动装置. ZL201510993242.X
7. 减重销式滚子轴承保持架. ZL201410505036.5
8. 一种摩擦起电测试装置. ZL201910670855.8
9. 一种适用于发动机的多管路系统. ZL201610635627.3
10. 一种机油滤清、冷却与预热集成系统及方法. ZL201610353094.X