2004.09-2006.02 上海交通大學(xué) 機(jī)械設(shè)計(jì)及理論專業(yè) 碩博連讀
2006.02-2011.05 上海交通大學(xué) 機(jī)械設(shè)計(jì)及理論專業(yè) 博士
1998.09-2002.07 遼寧工業(yè)大學(xué)（原 遼寧工學(xué)院） 機(jī)械電子工程專業(yè) 學(xué)士

2025.06 -----至今  上海交通大學(xué) 機(jī)械與動(dòng)力工程學(xué)院  長(zhǎng)聘教授、博士生導(dǎo)師

2021.12 -----至今  上海交通大學(xué) 機(jī)械與動(dòng)力工程學(xué)院  教授、博士生導(dǎo)師
2021.11------至今  上海交通大學(xué) 機(jī)械與動(dòng)力工程學(xué)院  黨委副書記

2016.12-2021.12  上海交通大學(xué) 機(jī)械與動(dòng)力工程學(xué)院  副教授、博士生導(dǎo)師

2013.06-2016.12  上海交通大學(xué) 機(jī)械與動(dòng)力工程學(xué)院  助理研究員
2011.05-2013.05  上海交通大學(xué) 機(jī)械與動(dòng)力工程學(xué)院  師資博士后

2014.02-2014.08   丹麥技術(shù)大學(xué) 管理工程系 訪問學(xué)者

1. 摩擦信息學(xué)（Tribo-informatics/Triboinformatics）
   基礎(chǔ)研究：數(shù)據(jù)-模型協(xié)同驅(qū)動(dòng)的摩擦學(xué)研究（AI for tribology）、多尺度模擬、表界面行為機(jī)理、摩擦學(xué)系統(tǒng)設(shè)計(jì)方法
   應(yīng)用研究：機(jī)器健康監(jiān)測(cè)與診斷、潤(rùn)滑性能控制技術(shù)、轉(zhuǎn)子-軸承系統(tǒng)摩擦動(dòng)力學(xué)、多模態(tài)摩擦過(guò)程信息融合等

   
   

2. 創(chuàng)新設(shè)計(jì)理論與方法 （Design Theory and Methodology）
   基礎(chǔ)研究：設(shè)計(jì)創(chuàng)新思維與方法、智能設(shè)計(jì)方法、EBD+MBSE/TRIZ融合設(shè)計(jì)方法

   應(yīng)用研究：機(jī)電系統(tǒng)設(shè)計(jì)、管路智能設(shè)計(jì)、新型傳感器、產(chǎn)品創(chuàng)新設(shè)計(jì)等

   
   

3. 數(shù)字孿生增強(qiáng)測(cè)試技術(shù)（Digital Twin Enhanced Testing Technology）

   基礎(chǔ)研究：數(shù)字孿生增強(qiáng)設(shè)計(jì)方法、機(jī)構(gòu)-界面等效設(shè)計(jì)

   應(yīng)用研究：摩擦學(xué)測(cè)試技術(shù)與儀器、裝備服役性能測(cè)試與評(píng)估

學(xué)術(shù)期刊
1. Associate Editor，ASME Journal of Computing and Information Science in Engineering，2023-2025

2. Associate Editor，ASME Journal of Tribology， 2025-

3. Associate Editor，Research in Engineering Design, 2026-

4. Editorial Board Member，F(xiàn)riction， 2021-

5. 摩擦學(xué)學(xué)報(bào)，編委，2026-
6. Editorial Board Member，npj-Advanced Manufacturing， 2024-
7. Editorial Board Member，Surface Science and Technology， 2023-
8. Editorial Board Member，SDPS-Journal of Integrated Design and Process Science，2019-
9. International Advisory Board Member，Digital Twin， 2021-
客座主編/Guest Editor

1. Friction, SI: Artificial Intelligence and Emerging Computational Approaches for Tribology

2. ASME Journal of Tribology, SI:  Tribo-Informatics: Toward High-Efficiency Tribology Research

3. Tribology International, SI：Tribology for Energy Saving and Energy Conversion

4. Wear, SI：Informatics of Wear

5. 摩擦學(xué)學(xué)報(bào)，專刊：摩擦信息學(xué)：設(shè)計(jì)與信息融合

6.上海交通大學(xué)學(xué)報(bào)，專刊：數(shù)字孿生與智能設(shè)計(jì)

學(xué)術(shù)組織
1. 中國(guó)機(jī)械工業(yè)教育協(xié)會(huì) 常務(wù)理事
2. 中國(guó)機(jī)械工程學(xué)會(huì)摩擦學(xué)分會(huì) 委員
3. 中國(guó)圖學(xué)學(xué)會(huì)數(shù)字孿生專業(yè)委員會(huì) 常務(wù)委員
4. 中國(guó)振動(dòng)工程學(xué)會(huì)轉(zhuǎn)子動(dòng)力學(xué)專委會(huì) 常務(wù)委員
5. 上海市現(xiàn)代設(shè)計(jì)法研究會(huì) 常務(wù)理事/秘書長(zhǎng)

學(xué)術(shù)會(huì)議
1. Chair，IEEE International Conference on Design Science（2023、2024、2025）
2. International Scientific Committee，CIRP Design Conference（2023、2024、2026）
3. International Programme Committee，International Conference on Sustainable Design and Manufacturing (SDM) （2017- ）
4. Organization Committee Members, 7th Asia International Conference on Tribology (ASIATRIB2024) & 9th China International Conference on Tribology (CICT2024)

摩擦信息學(xué) Tribo-informatics/Triboinformatics

發(fā)表Tribo-informatics/摩擦信息學(xué)系列論文、出版學(xué)術(shù)專著，受邀在國(guó)內(nèi)外學(xué)術(shù)會(huì)議做主旨/特邀報(bào)告，以Guest Editor在《Friction》《ASME Journal of Tribology》《Wear》《摩擦學(xué)學(xué)報(bào)（中英文版）》上組織專刊。

【專著】

1. Zhinan Zhang, Nian Yin. Tribo-Informatics: The Systematic Fusion of AI and Tribology. CRC Press, 2024.

【代表性論文】

1. Zhinan Zhang, Nian Yin, Shi Chen, et al. Tribo-informatics: Concept, architecture, and case study. Friction, 2021, 9(3): 642–655. 

2. 侯張儷, 尹念, 張執(zhí)南. 摩擦信息學(xué)：系統(tǒng)表達(dá)與應(yīng)用策略. 摩擦學(xué)學(xué)報(bào)，2025, 45(12): 1914-1924.

3. Nian Yin, Zhangli Hou, Xin Wang, Shumin Zhang, Zhinan Zhang. Tribo-informatics empowered research on triboelectrification. Friction, 2025,13(2): 9441045.

4. Zishuai Wu, Nian Yin, Wanyu Wang, Fangfang Zhou, Ziheng Xu, Zhinan Zhang. Tribo-informatics approach for monitoring the coefficient of friction and its fluctuation in sliding contact base d on sound and vibration multi-signals. Tribology International, 2026, 214: 111130.

5. Ke He, Yufei Ma, Zhinan Zhang. Tribo-informatics approach to investigate the friction and wear of bushings in the variable stator vane system. ASME, Journal of Tribology,2023, 145 (12)

6. Nian Yin, Zishuai Wu, Zhangli Hou, Yiwei Zhang, Zhinan Zhang. Enhancing forecasting of current-carrying performance through spatial frequency analysis of interface morphology. Science China Technological Sciences，2025, 68(2): 1220304.

7. Renaldy Dwi Nugraha, Ke He, Ang Liu, Zhinan Zhang. Short-term cross-sectional time-series wear prediction by deep learning approaches. ASME, Journal of Journal of Computing and Information Science in Engineering，2022, 23 (2): 021007

8. 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.

9. Zhenbing Cai, Chunlin Li, Lei You, Xudong Chen, Liping He, Zhongqing Cao, Zhinan Zhang. Prediction of contact resistance of electrical contact wear using different machine learning algorithms. Friction, 2024, 12 (6):1250-1271.

10. Zhangli Hou, Zishuai Wu, Zhen Li, Zhinan Zhang. Bridging Physics-Informed Neural Networks and the Stribeck Curve: A Tribo-informatics Approach to Multi-Regime Lubrication Analysis. Tribology International, 2026 Accepted.

【綜述論文】

1. N Yin, P Yang, S Liu, S Pan, Z Zhang. AI for tribology: Present and future. Friction, 2024, 12 (6): 1060-1097. 【Friction最佳論文獎(jiǎng)】

2. N Yin, Z Xing, K He, Z Zhang. Tribo-informatics approaches in tribology research: A review. Friction, 2023, 11 (1): 1-22.

【期刊專刊】

1. Zhang, Z., Pan, S., Raeymaekers, B. (2024). Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology. Friction, 2024, 12(6).

2. Zhu, Y., Zhang, Z., and Sadeghi, F. (July 19, 2023). "Special Issue on Tribo-Informatics: Toward High-Efficiency Tribology Research. ASME. J. Tribology, 2023, 145(9).

3. 張執(zhí)南. 摩擦信息學(xué):設(shè)計(jì)與信息融合. 摩擦學(xué)學(xué)報(bào)（中英文）, 2025, 12.

4. Zhang, Z., Wu, T., Yu, M., Sasaki, S., Woydt, M., Khosla, T. Special Issue on Informatics of Wear. WEAR, 2025-2026 邀稿中

【專利軟著】

1. 基于多源摩擦信息回歸的摩擦系數(shù)預(yù)測(cè)方法及系統(tǒng)

2. Wear state online monitoring method and system based on transfer learning and multi-source information fusion

3. 基于多源摩擦信息融合的磨損形貌重構(gòu)方法及系統(tǒng)

4. 基于遷移學(xué)習(xí)與多源信息融合的磨損狀態(tài)在線監(jiān)測(cè)方法及系統(tǒng)

5. 融合機(jī)器學(xué)習(xí)與空間頻率分析的表面形貌重構(gòu)方法和系統(tǒng)

6. 真空鍍膜智能逆向設(shè)計(jì)方法和系統(tǒng)

7. iKnowledge Map 軟件

8.SF-Analyst粗糙表面形貌分析軟件

【學(xué)術(shù)報(bào)告】

1. 摩擦信息學(xué)的架構(gòu)與案例分析. 全國(guó)青年摩擦學(xué)大會(huì)，2020.

2. 數(shù)字孿生增強(qiáng)摩擦信息學(xué)研究的探索. 第五屆數(shù)字孿生與智能制造服務(wù)學(xué)術(shù)會(huì)議，2021.

3. Digital twin enhanced tribo-informatics Research. 2nd Digital Twin International Conference (DigiTwin 2022), 2022.

4. Tribo-informatics: Data and model co-driven methodology for tribology research. the 13th International Conference on Systematics Innovation, 2022.

5. 數(shù)字孿生賦能摩擦信息學(xué)的研究探索. 第十五屆全國(guó)摩擦學(xué)大會(huì)暨全國(guó)青年摩擦學(xué)學(xué)術(shù)會(huì)議，2023.

6. 摩擦信息學(xué)及其磨損應(yīng)用研究. 全國(guó)摩擦學(xué)大會(huì)暨青年摩擦學(xué)學(xué)術(shù)會(huì)議，2024.

7. Tribo-Informatics approach for condition monitoring of tribological system. The 3rd World Congress on Condition Monitoring, October, 2024

8. Tribo-informatics: tribology research with enabling technologies in the AI era. the 7th Asia International Conference on Tribology (ASIATRIB2024) and the 9th China International Conference on Tribology (CICT2024), 2024.

9. 人工智能在摩擦學(xué)中的應(yīng)用現(xiàn)狀及未來(lái)發(fā)展. 第十四屆全國(guó)青年表面工程學(xué)術(shù)會(huì)議, 寧波，2024.

10. Tribo-informatics: the systematic fusion of AI and Tribology. The 11th Advanced Forum on Tribology 2024, Himeji, Japan, 2024.

11. 基于摩擦信息學(xué)的電接觸界面形貌數(shù)字化表征. 中國(guó)材料大會(huì)2025潤(rùn)滑密封與耐磨材料分會(huì)，廈門，2025.

12. Tribo-informatics: The systematic fusion of AI and Tribology. 79th STLE Annual Meeting & Exhibition (Society of Tribologists and Lubrication Engineers) , 2025

13. Tribo-informatics and its applications. 2025 International Conference on Frontiers of Bearings and Tribology, Xi'an, 2025.

14. Tribo-informatic assessment of friction coefficient dynamics via multimodal signals. Friction Forum 2025, Beijing, 2025.
15. Tribo-informatics.  66th German Tribology Conference 2025, Wernigerode

設(shè)計(jì)科學(xué) Design Science

發(fā)起International Conference on Design Science國(guó)際學(xué)術(shù)會(huì)議，在《Nature Communications》《ASME Journal of Mechanical Design》等期刊發(fā)表學(xué)術(shù)論文。

【期刊論文】

1. Songkai Liu, ..., Zhinan Zhang. iDesignGPT Enhances Conceptual Engineering System Design via Large Language Model Agentic Workflows, Nature Communications, 2026, Accepted.

2. Zhinan Zhang, Zelin Liu, Yong Chen, Youbai Xie. Knowledge flow in engineering design: An ontological framework. IMechE Part C Journal of 

   Mechanical Engineering Science, 2013, 227(4): 222-232.

3. Zhinan Zhang, Gang Liu, Zhichao Jiang, Yong Chen. A cloud-based framework for lean maintenance, repair, and overhaul of complex equipment. ASME, Journal of Manufacturing Science and Engineering, 2015, 137(4): 040908.

4. Zhinan Zhang, Ling Liu, Wei Wei, Fei Tao, Ang Liu. A systematic function recommendation process for data-driven product and service design. ASME, 

   Journal of Mechanical Design, 2017, 139(11): 111404.

5. Zhinan Zhang, Jun Liu, Richard David Evans, Ang Liu. A design communication framework based on structured knowledge representation. IEEE 

   Transactions on Engineering Management, 2021, 68(6): 1650-1662.

6. Zhinan Zhang, Xun Zhuge, Xiang Li, Ricard Evans. An object-oriented approach to the modular design of mechanical systems. IEEE Transactions on Engineering Management, 2024, 71:2623-2639.

【圖書】

1. George E. Dieter, Linda C. Schimidt. 工程設(shè)計(jì)（原書第六版）. 張執(zhí)南等譯.北京: 機(jī)械工業(yè)出版社，2024.

2. George E. Dieter, Linda C. Schimidt. 工程設(shè)計(jì)（原書第五版）. 于隨然, 張執(zhí)南等譯. 北京: 機(jī)械工業(yè)出版社，2017.

3. 于隨然, 張執(zhí)南, 林艷萍等. 工程設(shè)計(jì). 北京: 高等教育出版社，2024. 

主持國(guó)家自然科學(xué)基金項(xiàng)目、國(guó)家重點(diǎn)研發(fā)計(jì)劃課題等縱向項(xiàng)目10余項(xiàng)，企業(yè)委托科研項(xiàng)目20余項(xiàng)，醫(yī)工等交叉學(xué)科研究項(xiàng)目8項(xiàng)等。

摩擦及設(shè)計(jì)研究項(xiàng)目
1. 國(guó)家自然科學(xué)基金面上項(xiàng)目：2026-2029，多界面復(fù)合摩擦學(xué)系統(tǒng)失效機(jī)制與防護(hù)

2. 國(guó)家自然科學(xué)基金面上項(xiàng)目：2021-2024，可調(diào)靜葉調(diào)節(jié)機(jī)構(gòu)摩擦動(dòng)力學(xué)耦合作用機(jī)制

3. 國(guó)家自然科學(xué)基金面上項(xiàng)目：2019-2022，基于電荷轉(zhuǎn)移的跨尺度固-固界面摩擦電效應(yīng)機(jī)理

4. 國(guó)家自然科學(xué)基金面上項(xiàng)目：2016-2019，關(guān)鍵連接件微動(dòng)損傷機(jī)理與防護(hù)
5. 國(guó)家自然科學(xué)基金青年項(xiàng)目：2013-2015，面向集成創(chuàng)新的功能知識(shí)綜合與行為預(yù)測(cè)建模
6. 國(guó)家自然科學(xué)基金-聯(lián)系基金重點(diǎn)項(xiàng)目：2017-2020，長(zhǎng)壽命軸承的潤(rùn)滑行為及摩擦力矩穩(wěn)定性研究 (合作方負(fù)責(zé)人)
7. 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題：2023-2025，伺服系統(tǒng)振動(dòng)噪聲抑制技術(shù)

8. 上海市市級(jí)科技重大專項(xiàng)子課題：2024-2027，結(jié)構(gòu)疲勞損傷與壽命預(yù)測(cè)；復(fù)用結(jié)構(gòu)快速檢測(cè)與修復(fù)技術(shù)

9. 預(yù)研項(xiàng)目：滑環(huán)自動(dòng)化裝配關(guān)鍵技術(shù)、調(diào)節(jié)機(jī)構(gòu)摩擦磨損測(cè)試技術(shù)、長(zhǎng)壽命軸承主動(dòng)補(bǔ)油技術(shù)、耐蝕減摩涂層制備、表面強(qiáng)化技術(shù)
10. 上海市科技創(chuàng)新行動(dòng)計(jì)劃項(xiàng)目：青少年科學(xué)創(chuàng)新實(shí)踐工作站項(xiàng)目；無(wú)形之力--摩擦起電的科學(xué)與奧秘；Cocube桌面級(jí)AI教育機(jī)器人

11. 機(jī)械系統(tǒng)與振動(dòng)國(guó)家重點(diǎn)實(shí)驗(yàn)室自主課題：摩擦信息學(xué)的基礎(chǔ)理論與方法
12. 固體潤(rùn)滑國(guó)家重點(diǎn)實(shí)驗(yàn)室開放課題：固體潤(rùn)滑薄膜結(jié)構(gòu)-性能協(xié)同的計(jì)算設(shè)計(jì)研究

交叉學(xué)科研究項(xiàng)目
1. 上海交通大學(xué)“深藍(lán)計(jì)劃”基金面上項(xiàng)目：基于溫控超親/疏水雙開關(guān)的船舶抗生物腐蝕和摩擦阻力調(diào)控研究，工學(xué)負(fù)責(zé)人
2. 上海交通大學(xué)“交大之星”計(jì)劃醫(yī)工交叉研究基金：精神分裂癥面部表情模仿特點(diǎn)的計(jì)算機(jī)識(shí)別研究. 工學(xué)負(fù)責(zé)人
3. 上海申康醫(yī)學(xué)中心：基于云端大數(shù)據(jù)的小兒先心病智能專家輔助篩查系統(tǒng)研發(fā)和優(yōu)化，工學(xué)負(fù)責(zé)人

企業(yè)委托項(xiàng)目
1. 研究平臺(tái)：校企合作聯(lián)合研究中心項(xiàng)目、校企合作聯(lián)合實(shí)驗(yàn)室項(xiàng)目
2. 摩擦磨損：摩擦磨損測(cè)試評(píng)價(jià)、運(yùn)動(dòng)副減摩耐磨、長(zhǎng)壽命潤(rùn)滑設(shè)計(jì)、靜電防護(hù)項(xiàng)目、故障歸零分析、滑環(huán)
3. 表面技術(shù)：滑環(huán)、軸承、齒輪等基礎(chǔ)件、運(yùn)動(dòng)部件表面強(qiáng)化
4. 評(píng)估預(yù)測(cè)：結(jié)構(gòu)/機(jī)構(gòu)服役性能評(píng)估與壽命預(yù)測(cè)、船舶動(dòng)力系統(tǒng)健康評(píng)估與故障診斷
5. 設(shè)計(jì)優(yōu)化：管路智能設(shè)計(jì)、機(jī)電系統(tǒng)、導(dǎo)電滑環(huán)、電連接件、連接器項(xiàng)目；仿真分析
6. 數(shù)字孿生：智能化生產(chǎn)線系統(tǒng)仿真、評(píng)估與建設(shè)方案、數(shù)字孿生工廠規(guī)劃

在Taylor & Francis出版專著1部，參編英文圖書3章；在Matter, Nature Communications，Device，Research等綜合期刊,  美國(guó)機(jī)械工程師學(xué)會(huì)（ASME）會(huì)刊、國(guó)際電氣電子工程師學(xué)會(huì)（IEEE）會(huì)刊，F(xiàn)riction、Tribology International、Wear、《中國(guó)科學(xué)：技術(shù)科學(xué)》和《機(jī)械工程學(xué)報(bào)》等國(guó)內(nèi)外學(xué)術(shù)期刊發(fā)表論文150余篇，其中SCI論文100余篇，多篇論文入選ESI高被引/封面文章，3篇論文入選Friction最佳論文獎(jiǎng)，2篇論文分別入選中國(guó)科學(xué)、機(jī)械工程學(xué)報(bào)（英文版）高影響力論文，2篇論文入選Design Studies最佳論文獎(jiǎng)提名。

專著及章節(jié)
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. 中國(guó)機(jī)械工程學(xué)會(huì).中國(guó)機(jī)械工程技術(shù)路線圖. 北京：中國(guó)科學(xué)技術(shù)出版社,2016. 撰寫13.1優(yōu)質(zhì)設(shè)計(jì)
6. 中國(guó)機(jī)械工程學(xué)會(huì). 機(jī)械工程學(xué)科發(fā)展報(bào)告（摩擦學(xué)）.北京：中國(guó)科學(xué)技術(shù)出版社, 2016. 陸地交通摩擦學(xué)
7.  張執(zhí)南，陳實(shí)，李振. 空間角接觸球軸承摩擦動(dòng)力學(xué)建模與仿真. 上海: 上海交通大學(xué)出版社，2024.

期刊論文
+++組織專刊Special Issues
1. Zhang, Z., Pan, S., Raeymaekers, B. (2024). "Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology" Friction，2024,12(6)

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).

3. Zhou F., Wang D., Zhang Z., Cheng G. Special Issue on "Tribology and Energy". Tribology International, 2025, 征稿中 

4. 張執(zhí)南. 摩擦信息學(xué):設(shè)計(jì)與信息融合”《摩擦學(xué)學(xué)報(bào)（中英文）》專刊，待出版

5. Zhang, Z., Wu, T., Yu, M., Sasaki, S., Woydt,. M., Khosla, T. Special Issue on "Informatics of Wear".  Wear, 2026, Invited only

+++綜述文章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

+++代表性論文Peer Reviewed Journal Articles
摩擦學(xué) 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.

摩擦信息學(xué)與機(jī)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.

智能設(shè)計(jì)與制造 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.

交叉學(xué)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.

代表性中文期刊論文
1. 潘帥航,尹念,張執(zhí)南.微動(dòng)界面連續(xù)干摩擦行為的分子動(dòng)力學(xué)模擬[J].機(jī)械工程學(xué)報(bào),2018,54(03):82-87.
2. 尹念,張執(zhí)南,張俊彥.導(dǎo)電滑環(huán)Au涂層摩擦磨損行為的分子動(dòng)力學(xué)模擬[J].摩擦學(xué)學(xué)報(bào),2018,38(01):108-114.
3. 柴象海,史同承,王少輝,張執(zhí)南.航空發(fā)動(dòng)機(jī)風(fēng)扇葉片與機(jī)匣刮蹭分析及結(jié)構(gòu)設(shè)計(jì)[J].航空動(dòng)力學(xué)報(bào),2019,34(09):1879-1887.
4. 柴象海,張執(zhí)南,閻軍,劉傳欣.航空發(fā)動(dòng)機(jī)風(fēng)扇葉片沖擊加強(qiáng)輕量化設(shè)計(jì)[J].上海交通大學(xué)學(xué)報(bào),2020,54(02):186-192.
5. 曾勇,張執(zhí)南.面向環(huán)境的設(shè)計(jì)——一個(gè)創(chuàng)新設(shè)計(jì)的理論與方法[J].上海交通大學(xué)學(xué)報(bào),2019,53(07):881-883.
6. 趙洋,華一雄,張執(zhí)南,柴象海.基于Hertz接觸理論的葉片-機(jī)匣碰摩模型[J].上海交通大學(xué)學(xué)報(bào),2019,53(06):660-664.
7. 陳實(shí),張執(zhí)南,蔡曉江,魏新生.磨削參數(shù)對(duì)工件表面形貌及其摩擦性能的影響[J].上海交通大學(xué)學(xué)報(bào),2018,52(05):575-581.
8. 劉郡,張執(zhí)南,謝友柏.低黏度潤(rùn)滑油與織構(gòu)對(duì)活塞環(huán)-缸套摩擦特性的影響[J].上海交通大學(xué)學(xué)報(bào),2018,52(05):505-510.
9. 張執(zhí)南.基于模型的復(fù)雜機(jī)電系統(tǒng)創(chuàng)新設(shè)計(jì)[J].科技導(dǎo)報(bào),2019,37(07):68-74.
10. 陶飛,劉蔚然,劉檢華,劉曉軍,劉強(qiáng),屈挺,胡天亮,張執(zhí)南,向峰,徐文君,王軍強(qiáng),張映鋒,劉振宇,李浩,程江峰,戚慶林,張萌,張賀,隋芳媛,何立榮,易旺民,程輝.數(shù)字孿生及其應(yīng)用探索[J].計(jì)算機(jī)集成制造系統(tǒng),2018,24(01):1-18.

授權(quán)國(guó)家發(fā)明專利20余件，公開（實(shí)審）國(guó)家發(fā)明專利20余件，登記軟件著作權(quán)7項(xiàng)。
軟件著作權(quán)
1. 摩擦磨損試驗(yàn)機(jī)通用控制軟件. 登記號(hào)：2022SR1511742
2. iKnowledgeMap軟件. 登記號(hào)：2022SR1443181
3. 潤(rùn)滑油分布計(jì)算軟件. 登記號(hào)：2021SR1689315
4. 虛擬裝配調(diào)節(jié)控制軟件. 登記號(hào)：2018SR1077937
5. 計(jì)算服務(wù)連接器. 登記號(hào)：2018SR451275

中國(guó)發(fā)明專利
1. 基于遷移學(xué)習(xí)與多源信息融合的磨損狀態(tài)在線監(jiān)測(cè)方法及系統(tǒng).ZL 202310961094.8
2. 動(dòng)量輪軸承摩擦力矩試驗(yàn)機(jī)及其試驗(yàn)方法.ZL202110259023.4
3. 一種模擬多工況環(huán)境的行星齒輪試驗(yàn)臺(tái)架及工作方法.ZL202011416604.6
4. 一種快速傅里葉變換濾波方法. ZL201910304013.0
5. 真空銷盤式磨損試驗(yàn)機(jī)單相機(jī)雙試樣原位成像裝置. ZL201610207605.7
6. 高真空高速旋轉(zhuǎn)摩擦試驗(yàn)機(jī)磁性傳動(dòng)裝置. ZL201510993242.X
7. 減重銷式滾子軸承保持架. ZL201410505036.5
8. 一種摩擦起電測(cè)試裝置. ZL201910670855.8
9. 一種適用于發(fā)動(dòng)機(jī)的多管路系統(tǒng). ZL201610635627.3
10. 一種機(jī)油濾清、冷卻與預(yù)熱集成系統(tǒng)及方法. ZL201610353094.X