冷杰武

作者: 时间:2022-03-04 点击数:

1E7C9

冷杰武(Jiewu Leng) 教授/博导

广东省计算机集成制造重点实验室副主任

SME“杰出青年制造工程师

Elsevier中国高被引学者

广东省杰出青年基金获得者

中国博管会香江学者

TEL: 15217687617

电子邮件: jwleng@gdut.edu.cn

联系地址: 广州市番禺大学城外环西路100号工二305-1室

    个人主页

https://teacher.gdut.edu.cn/lengjiewu/zh_CN/index.htm

https://orcid.org/my-orcid?orcid=0000-0003-4068-3910

https://scholar.google.com/citations?user=WygK_ooAAAAJ&hl=zh-CN&oi=ao

https://www.webofscience.com/wos/author/record/2105236

https://www.researchgate.net/profile/Jiewu-Leng?ev=hdr_xprf

 

简介:冷杰武,男,19899月生,湖南常德人,西安交通大学2016届机械工程专业博士、香港城市大学博士后、广东工业大学教授/博导、广东省计算机集成制造重点实验室副主任,省部共建精密电子制造技术与装备国家重点实验室核心成员。选香江学者、Elsevier中国高被引学者(2021),获得广东省杰出青年基金研究产线设计及其数字孪生软件主持国家重点研发课题、国防基础科研课题、国家自然科学面上基金、粤港合作项目等省部级课题10余项,主持科研总经费2000万元。担任IEEE Transactions on Systems, Man, and Cybernetics-Systems(2022 IF=8.7)副主编、Journal of Intelligent Manufacturing(2022 IF=8.3)副主编、Proc. Inst. Mech. Eng., Part B: Journal of Engineering Manufacture (2022 IF=2.6)副主编、IET Collaborative Intelligent Manufacturing(2022 IF=8.2)副主编8JCR期刊编委,担任国家科技部重点专项会评、国家自然科学基金重点项目函评、广东省/浙江省/江苏省/湖南省/上海市科技评审专家。发表SCI论文120篇,其中一作/通讯65,其中入选ESI高被引/热点论文15篇、中国百篇最具影响力国际学术论文1篇,谷歌学术被引1h-index=44;参与制定IEEE国际标准4、国家标准2项、行业标准1授权发明专利50余件,其中第一发明人美国专利6SME“杰出青年制造工程师奖广东省科技进步一等奖1(2完成人)广东省技术发明一等奖1(3完成人)以及河南省技术发明一等奖1(3完成人)

 

 

    教研经历

· 2022.07至今,广东工业大学智能制造与机器人研究所,党支部书记/教授/博导

· 2019.01-2022.07广东工业大学工业工程系,副教授

· 2018.11-2020.10,香港城市大学信息系统系,香江学者博士后(导师:赵建良)

· 2016.12-2018.12,广东工业大学工业工程系,讲师

· 2011.09-2016.12,西安交通大学,机械工程专业,博士(导师:江平宇)

· 2007.09-2011.07,长安大学,机械设计制造及其自动化专业,本科

 

    研究兴趣

高性能芯片封装工艺智能寻优及缺陷可解释性溯源方法

产线计算变型设计方法及数字孪生设计软件内核技术

物理信息神经网络设计与多模态生成式人工智能应用

大规模个性化试制模式、高性能/高韧性/高熵制造系统、工业5.0

 

    科研奖励

· 2025 Outstanding Young Manufacturing Engineer Award, SME

· 2024年广东省科技进步一等奖新能源动力电池生产线定制关键技术及应用”(2完成人)

· 2023年河南省技术发明一等奖--环境共融的高端装备数字孪生关键技术及应用”(3完成人)

· 2020年广东省技术发明一等奖电子制造柔性产线变型设计与优化关键技术及应用”(3完成人)

· 2022机械工业科学技术奖科技进步一等奖多芯片高密度集成的电子基板高精高效制造关键技术与应用”(12/15)

· 2018广东省科技进步一等奖高端电子基板多品种高精高效制造核心装备、关键工艺及系统集成”(11/15)

 

    学术兼职

· Associate Editor, IEEE Transactions on Systems, Man, and Cybernetics-Systems (2023 IF=8.6), since 2022.3 (www.ieeesmc.org/publications/transactions-on-smc-systems/associate-editors-3/)

· Associate Editor, Journal of Intelligent Manufacturing (2023 IF=5.9), since 2024.1 (link.springer.com/journal/10845/editors)

· Associate Editor, IET Collaborative Intelligent Manufacturing (2023 IF=2.5), since 2023.3 (ietresearch.onlinelibrary.wiley.com/hub/journal/25168398/homepage/editorial-board)

· Associate Editor, Proc. Inst. Mech. Eng., Part B: Journal of Engineering Manufacture (2023 IF=1.9), 2024.1-now (journals.sagepub.com/editorial-board/PIB)

· Subject Editor, Energy Ecology and Environment (2023 IF=3.9), since 2023.1 (www.springer.com/journal/40974/editors)

· Associate Editor, Journal of Ambient Intelligence and Humanized Computing (2021 IF=3.6), since 2023.1 (www.springer.com/journal/12652/editors)

· Editorial Board Members, Scientific Reports, Nature (2023 IF=3.8), since 2021.7 (www.nature.com/srep/about/editors)

· Associate Editor, Frontiers in Mechanical Engineering (2023 IF=2.0), since 2021.2 (loop.frontiersin.org/people/1162523/overview)

· Youth Editorial Committee, Complex System Modeling and Simulation (International Journal), 2023.12-now (www.sciopen.com/journal/2096-9929)

· Associate Editor, Blockchain (International Journal), since 2022.3 (www.elspub.com/journals/blockchain)

  • 西安交通大学学报》期刊青年编委

  • 《工业工程》期刊青年领域主编

  • 《自动化与信息工程》编委

 

    专刊客编

· Guest Editor (Yiwei Wang, Christian Gogu, Yang Zhang, Jiewu Leng, Pai Zheng, Nam Ho Kim. Industrial AI Empowered Smart Manufacturing. Computers & Industrial Engineering. 2025.07.

· Guest Editor (Ru Wang, Ying Liu, Renbin Xiao, Jitesh H. Panchal, Jiewu Leng, Zuoxu Wang). Special Issue on “Human-AI Collaboration for Generative Intelligent Design”, Journal of Engineering Design (SCI), 2025.07.

· 客座编辑(丁国富、刘振宇、汤宝平、冷杰武、张海柱、张楷)《西南交通大学学报》数字孪生与AI赋能的设计、制造及运维专栏,20259月。

· Lead Guest Editor (Jiewu Leng, Hui Yang, Min Xia, Chao Liu, Jinhua Xiao, Yongsheng Ma) of Special Issue “Physics-Informed Machine Learning for Smarter Design and Manufacturing” in Journal of Computing and Information Science in Engineering (The Transactions of AMSE) (IF=3.3), 2025.03-2025.11.

· 客座编辑(杨茂林、冷杰武、王柏村、李新宇),《西安交通大学学报》工业互联网与制造服务专辑,2025.01.

· 客座编辑(王昊琪、冷杰武、戚庆林、庄存波、陈剑)《计算机集成制造系统》新一代人工智能驱动的制造业数智化转型专辑,2024.09.

· 客座编辑(杨华勇、王力翚、王柏村、杨庚、刘庭煜、陶永、郑湃、冷杰武、臧冀原)《机械工程学报》人本智造专栏,2024.09.

· Managing Guest Editor (Qiang Liu, Dimitris Mourtzis, Ang Liu, Xi Gu, Jiewu Leng*, Ray Y. Zhong) of Special Issue “Manufacturing system design towards Industry 5.0” in International Journal of Computer-Integrated Manufacturing (2022 IF=4.1), 2024.04-2024.12

· Lead Guest Editor (Jiewu Leng, Dimitris Mourtzis, Lida Xu, Andrew Kusiak, Duc Truong Pham) of Special Issue “Resilient, Human-Centric, and Sustainable Manufacturing Systems towards Industry 5.0” in International Journal of Production Research (2022 IF=9.2), 2024.01-2024.12

· Lead Guest Editor (Jiewu Leng, Dimitris Mourtzis, Baicun Wang, and Thorsten Wuest) of Special Issue “Sustainable smart manufacturing system design configuration, operation, services towards Industry 5.0” in Energy Ecology and Environment (2022 IF=4.4), 2023.08-2024.03

· Guest Editor (Jun Deng, Fangxin Fang, David A. Hormuth, Jiewu Leng, Ang Liu) of Special Collection “Digital twins” in Scientific Report (2021 IF=4.6), 2023.09-2024.03

· Associate Editor of Special Issue “Blockchain Technology and Applications” in Decision Support Systems (2021 IF=6.9), 2022.10-2023.1

· Lead Guest Editor (Jiewu Leng, Wilson W.S. Liu, Xun Xu) of Special Collection “Digital twin technology” in Scientific Report (2021 IF=4.6), 2021.09-2022.03

· Lead Guest Editor (Jiewu Leng, Gang Xiong, Jinsong Bao, Qiang Liu) of Special Issue “Asymmetric and Symmetric Study on Digital Twins and Cyber-Physical-Social Systems” in Symmetry (2021 IF=2.6), 2021.03-2021.12

· Lead Guest Editor (Jiewu Leng, J. Leon Zhao, Shaokun Fan) of Special Issue “Blockchain and smart contracts towards Decentralized Applications in Industry 4.0” in Security and Communication Networks (2021 IF=1.9), 2021.09-2022.01

 

 

    社会服务

  • International Academic Committee, International Conference on Intelligent Factory Technology, Since 2024.

  • 国家科技部科技项目立项会议评审专家

  • 国家自然科学基金重点基金结题通讯评审专家

  • 广东省市场监督管理局知识产权行政保护技术调查官

  • 广东省、浙江省、江苏省科技厅/自然科学基金委项目评审专家

  • 广东省技术经济研究发展中心(含佛山市、中山市、珠海市等)科技项目指南编制/项目立项/项目结题评审专家

  • Member, IEEE Systems, Man, and Cybernetics Society, since 2024

  • Member, Society of Manufacturing Engineers (SME), since 2024

  • 数字孪生青年学者委员会(中国)第一届委员会,常务委员

  • 中国机械工程学会,工业大数据与智能系统分会,委员

  • 中国机械工程学会,成组与智能集成技术分会,委员

  • 中国自动化学会,3D打印与社会制造专业委员会,委员

  • 中国人工智能学会,智能制造专业专委会,委员

  • 中国图学会,数字孪生专业委员会,副秘书长

  • 中国图学会,智能工厂专业委员会,委员

  • 中国图学会,青年工作委员会,委员

  • 广东省机械工程学会副秘书长,2024.12-2029.12

  • 广东省计算机集成制造重点实验室副主任

  • 广州生产力促进中心特聘专家

 

    研究项目

[1] 国家自然科学基金,面上项目,面向高性能芯片扇出封装试制的玻璃基板工艺智能寻优及缺陷溯源方法,2026.1-2029.1250万元,项目负责人

[2] 广东工业大学机电工程学院院级科研团队青年团队项目,高性能智造系统,2024.1—2026.1230万元,项目负责人

[3] 海尔集团大规模个性化定制系统与技术全国重点实验室,开放课题,韧性制造系统技术体系及韧性评估模型,2024.10-2026.1010万元,项目负责人

[4] 广东省基础与应用基础研究基金,海上风电联合基金项目,机理-数据混合驱动的海上风电装备运行初期智能运维方法,2024.11-2027.1030万元,项目负责人

[5] 广东省科技厅重点高端外国专家项目,面向人本智造的人机协作方法(Lihui Wang2024A1313010038)2023.1-2024.1120万元,项目负责人

[6] 广东省科技厅与香港ITF联合资助,粤港联合项目,面向人本智能制造的人机协作装配线换产快速重构方法2024.7-2026.7200万元人民币+298港币,项目负责人

[7] 国家重点研发计划工业软件重点专项青年科学家项目,产品研发过程多层级数字孪生构建理论与应用技术,2023.12-2026.11200万元,任务负责人(60万元)

[8] 2024年度广州市科技菁英领航项目(2024A04J6301),电子产线生成式设计与制造系统运行优化,2024.01-2027.0330万元,项目负责人

[9] 2023年度广东省高价值专利培育布局中心建设项目,高端装备制造产业(HT-2023-CJ-SZ-029)2023.01-2023.1230万元,项目负责人

[10] 国家重点研发计划,国家质量基础设施体系专项,高端装备数字化测评与现场在线认可技术研究,2022.10-2025.09146万元课题负责人

[11] 广东省自然科学基金杰出青年项目,高端电子智能制造系统定制设计与运行优化方法,2022.01-2025.12100万元,项目负责人

[12] 国防科工XXX745万元,2021.01-2023.12课题负责人(130万元)

[13] 国家自然科学基金,面上项目,面向大规模个性化定制的高端PCB样板制造系统双层智能优化运行方法2021.01-2024.1258万元,项目负责人(优秀结题)

[14] 国家自然科学基金,联合基金集成项目,高密度器件智能制造的基础科学问题研究,2021.01-2024.121578万元,参与

[15] 国家科技部,科技创新2030新一代人工智能专项,复杂制造环境下的协同控制与决策理论方法2020.01-2022.12922万元,任务负责人(52.8万元)

[16] 国家重点研发计划,网络协同制造和智能工厂专项,面向3C制造产业集聚区域的网络协同制造集成技术研究与示范,2019.12-2022.11728万元,核心成员

[17] 广东省重点领域研发计划,智能机器人与装备制造专项,面向3C行业的机器人生产线智能化三维设计与仿真优化系统,2019.01-2021.121000万元核心成员

[18] 广州市越秀区知识产权运营服务强区项目,支持重点实验室、研发中心建设项目,2020.06-2021.0650万元,项目负责人

[19] 华中科技大学数字制造装备与技术国家重点实验室,2020年开放课题,区块链使能的制造系统数据追溯与流程优化方法,2020.01-2021.124万元,课题负责人

[20] 佛山市南海区广工大数控装备协同创新研究院科技创新重大平台建设项目,热辅助直写型3D打印的工艺及设备研发,32万元,2021.07-2023.7课题负责人

[21] 成都市重点研发支撑计划项目,基于区块链技术的专利交易机制设计与应用研究,2020.07-2021.0620万元,项目负责人

[22] 广东省科技厅,自然科学基金面上项目,数字孪生驱动的制造信息物理系统融合建模仿真方法,2019.01-2022.1210万元,项目负责人

[23] 广东省科技厅与香港ITF联合资助,粤港联合项目,基于区块链和智能合约的制造供应链管理与金融创新平台,2018.09-2020.08200万人民币+237万港币,项目负责人

[24] 香港学者协会与中国博士后管理委员会,香江学者计划人才项目,2018.12-2020.1230万人民币+30万港币,项目负责人

[25] 国家自然科学基金委,青年项目,去中心化共享区块链驱动的制造社群自组织及其群体决策方法,2018.01-2020.1224万元,项目负责人

[26] 广东工业大学机电工程学院,青年教师培育计划重点课题,2018.01-2019.1215万元,项目负责人

[27] 广东工业大学,青年百人计划项目,2016.12-2021.1210万元,项目负责人

[28] 参与完成国家12-5科技支撑计划课题、973计划课题、科技部创新方法专项项目。

 

    标准制定

· Committee Member, IEEE Computer Society Smart Manufacturing Standard Committee, Since 2022.12.

· IEEE 3147-2024, IEEE Recommended Practice for Variant Design of Electronics Production Line, (Participant, published, 2024-10-08).

· IEEE 3219-2023, IEEE Standard for Blockchain-based Zero-Trust Framework for the Internet of Things, 8th Participant, Representative of Guangdong University of Technology, 2024-4-26.

· IEEE 2986-2023, IEEE Recommended Practice for Privacy and Security for Federated Machine Learning, 11th Participant, Representative of Guangdong University of Technology, 2024-4-26.

· IEEE 3187-2024, IEEE Guide for Framework for Trustworthy Federated Machine Learning, 5th Participant, Representative of Guangdong University of Technology, 2024-12-19.

· IEEE C/S SM Standard P2806, Digital Representation (Participant, Under development)

· 国家标准制定计划,20241471-T-469工业互联网平台 数据字典 2部分:管理要求,正在征求意见,参与制定。

· 国家标准制定计划,20241468-T-469大数据 主数据管理规范,正在征求意见,参与制定。

· 行业标准,中试数字化通用要求,制定中,参与制定。

 

    教学科创

· 2023年度广东工业大学优秀研究生导师

· 2023年第九届中国互联网+”大学生创新创业大赛国赛银奖/省赛金奖,第一老师成员,可定制化的高端芯片系统级测试装备(张浩等)

· 广东工业大学2021-2022学年优秀班主任

· 2022年中国大学生机械工程创新创意大赛智能制造赛二等奖,指导老师

· 2021年第七届中国互联网+”大学生创新创业大赛银奖(省赛金奖),第一指导老师,数字孪生系统——智能工厂设计与优化新利器(张浩等)

· 2021年教育部高等学校工业工程类专业优秀课程设计第一指导老师

· 广东工业大学2018-2019学年优秀班主任

· 广东工业大学课程思政试点课程《工程应用统计学》(广工大教字〔202111)

· 广东省高等教育教学改革项目(粤教高函(2023) 4)(主要成员),《项目驱动与竞教结合的智能制造拔尖人才培养》

 

    论文专利奖励

· Elsevier中国高被引学者(机械工程学科,自2021)

· 2021年中国百篇最具影响国际学术论文(JMS. 58: 52-64.通讯作者)

· 2024年河南省优秀科技论文一等奖,“A safety management approach for Industry5.0's human-centered manufacturing based on digital twin” (5/8)

· 2023 Top Trending Article of International Journal of Production Research (2022 IF 9.2)

· World’s Top 2% Scientists (Elsevier BV, Stanford University), Since 2020

· 2021 Outstanding Reviewers of Journal of Manufacturing Systems (1/2, 2021 IF: 8.6)

· 2020年广东省专利优秀奖一种智能车间平行控制方法及系统

· 2020 ICEPT Best Student Paper Award

· 2020年第五届广东省期刊优秀作品二等奖

· 2019 Top Cited Article of International Journal of Production Research (2022 IF 9.2)

· 西安交通大学优秀博士学位论文大规模个性化需求驱动的社群化制造网络配置与决策方法研究”(2016)

· 2015 The 4th Term NSK Best Paper in Mechanical Engineering

 

    一作/通讯论文

  1. Jiewu Leng, Xiaofeng Zhu, Zhiqiang Huang, Xingyu Li, Pai Zheng, Xueliang Zhou, Dimitris Mourtzis, Baicun Wang, Qinglin Qi, Haidong Shao, Jiafu Wan, Xin Chen, Lihui Wang, and Qiang Liu* 2024. Unlocking the power of industrial artificial intelligence towards Industry 5.0: Insights, pathways, and challenges. Journal of Manufacturing Systems. 73: 349-363. (ESI Top 1% Highly-cited Paper)

  2. Jiewu Leng, Yuanwei Zhong, Zisheng Lin, Kailin Xu*, Dimitris Mourtzis, Xueliang Zhou, Pai Zheng, Qiang Liu*, J. Leon Zhao, and Weiming Shen 2023. Towards resilience in Industry 5.0: A decentralized autonomous manufacturing paradigm. Journal of Manufacturing Systems. 71: 95-114. (ESI Top 1% Highly-cited Paper)

  3. Jiewu Leng, Xiaofeng Zhu, Zhiqiang Huang, Kailin Xu*, Zhihong Liu, Qiang Liu*, and Xin Chen 2023. ManuChain II: blockchained smart contract system as the digital twin of decentralized autonomous manufacturing towards resilience in Industry 5.0. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 53(8): 4715-4728. (ESI Top 1% Highly-cited Paper)

  4. Jiewu Leng, Weinan Sha, Zhisheng Lin, Jianbo Jing, Qiang Liu*, and Xin Chen 2023. Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.0. International Journal of Production Research. 61(13): 4302-4321. (ESI Top 1% Highly-cited Paper, Top Trending Article of IJPR)

  5. Jiewu Leng, Weinan Sha, Baicun Wang, Pai Zheng, Cunbo Zhuang, Qiang Liu*, Thorsten Wuest, Dimitris Mourtzis, and Lihui Wang 2022. Industry 5.0: Prospect and retrospect. Journal of Manufacturing Systems. 65: 279-295. (ESI Top 1 Hot Paper, Top-cited Article of JMS since 2021)

  6. Jiewu Leng, Man Zhou, J. Leon Zhao*, Yongfeng Huang, and Yiyang Bian 2022. Blockchain security: A survey of techniques and research directions. IEEE Transactions on Services Computing. 15(4): 2490-2510. (2022 ESI Top 1 Hot Paper)

  7. Jiewu Leng, Dewen Wang, Weiming Shen, Xinyu Li, Qiang Liu*, and Xin Chen 2021. Digital twins-based smart manufacturing system design in Industry 4.0: a review. Journal of Manufacturing Systems. 60(9):119-137. (2022 ESI Top 1 Hot Paper, Top-cited Article of JMS since 2021)

  8. Qiang Liu, Jiewu Leng*, Douxi Yan, Ding Zhang, Lijun Wei, Ailin Yu, Rongli Zhao, Hao Zhang, and Xin Chen 2021. Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system. Journal of Manufacturing Systems. 58: 52-64. (2022 ESI Top 1 Hot Paper, China's Top 100 Most Influential International Academic Papers in 2021, Top-cited Article of JMS since 2021)

  9. Jiewu Leng, Shide Ye, Man Zhou, J. Leon Zhao, Qiang Liu*, Wei Guo, Wei Cao, and Leijie Fu 2021. Blockchain-secured smart manufacturing in Industry 4.0: A survey. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51(1): 237-252. (ESI Top 1% Highly-cited Paper)

  10. Jiewu Leng, Qiang Liu*, Shide Ye, Jianbo Jing, Yan Wang, Chaoyang Zhang, Ding Zhang, and Xin Chen 2020. Digital twin-driven rapid reconfiguration of the automated manufacturing system via an open architecture model. Robotics and Computer-Integrated Manufacturing. 63: 101895. (ESI Top 1% Highly-cited Paper)

  11. Jiewu Leng, Guolei Ruan, Pingyu Jiang, Kailin Xu*, Qiang Liu, Xueliang Zhou, and Chao Liu 2020. Blockchain-empowered sustainable manufacturing and product lifecycle management in Industry 4.0: A survey. Renewable & Sustainable Energy Reviews. 132: 110112. (2022 ESI Top 1 Hot Paper)

  12. Jiewu Leng, Douxi Yan, Qiang Liu*, Kailin Xu, J. Leon Zhao, Rui Shi, Lijun Wei, Ding Zhang, and Xin Chen 2020. ManuChain: Combining permissioned blockchain with a holistic optimization model as bi-level intelligence for smart manufacturing. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50(1): 182-192. (ESI Top 1% Highly-cited Paper)

  13. Jiewu Leng, Hao Zhang, Douxi Yan, Qiang Liu*, Xin Chen, and Ding Zhang 2019. Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop. Journal of Ambient Intelligence and Humanized Computing. 10: 1155–1166. (ESI Top 1% Highly-cited Paper)

  14. Qiang Liu, Hao Zhang, Jiewu Leng*, and Xin Chen 2019. Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system. International Journal of Production Research. 57(12), 3903-3919. (ESI Top 1% Highly-cited Paper, 2019 Top Cited Article of IJPR)

  15. Jiewu Leng, and Pingyu Jiang* 2019. Dynamic scheduling in RFID-driven discrete manufacturing system by using multi-layer network metrics as heuristic information. Journal of Intelligent Manufacturing. 30(3): 979–994. (2019 ESI Top 1% Highly-cited Paper)

  16. Hao Zhang, Qiang Liu, Xin Chen, Ding Zhang, and Jiewu Leng* 2017. A digital twin-based approach for designing and multi-objective optimization of hollow glass production line. IEEE Access. 5: 26901-26911. (ESI Top 1% Highly-cited Paper)

  17. Jiewu Leng, Pingyu Jiang*, and Mei Zheng 2017. Outsourcer–supplier coordination for parts machining outsourcing under social manufacturing. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 231(6): 1078-1090. (2017 ESI Top 1% Highly-cited Paper)

    ------------------------------------------------------------------------------------------------------------

  18. Lihua Wu, Yuanwei Zhong, Xiaofeng Zhu, Xueliang Zhou, Jiewu Leng* 2025. A review of blockchained product quality management towards smart manufacturing. Processes. 13(8), 2622.

  19. Jiewu Leng, Xuyang Su, Zean Liu, Lianhong Zhou, Chong Chen, Xin Guo, Yiwei Wang, Ru Wang, Chao Zhang, Qiang Liu*, Xin Chen, Weiming Shen, Lihui Wang 2025. Diffusion model-driven smart design and manufacturing: prospects and challenges. Journal of Manufacturing Systems. 82:561-577.

  20. Jiewu Leng, Zisheng Lin, Junxing Xie, Gang Wang, Xueliang Zhou, Zhipeng Ye, and Qiang Liu* 2025. A CNN-integrated Transformer model for defect prediction and anomaly localization of laser powder bed fusion. IEEE Internet of Things Journal. 10.1109/JIOT.2025.3587222

  21. Jiewu Leng, Weinan Sha, Caiyu Xu, Zean Liu, Qinglin Qi, and Qiang Liu* 2025. Tensor algebra-based parameter correlation modeling and analysis for variant design of open architecture production line towards resilience. Journal of Engineering Design. 10.1080/09544828.2025.2532292

  22. Jiahe Yan, Zean Liu, Jiewu Leng*, J. Leon Zhao, Chong Chen, Ding Zhang, Yong Tao, Yiwei Wang, Tingyu Liu, Chao Zhang, Yifei Tong, Dimitris Mourtzis, and Lihui Wang 2025. Human-centric artificial intelligence towards Industry 5.0: retrospect and prospect. Journal of Industrial Information Integration. 47: 100903.

  23. Jiewu Leng, Caiyu Xu, Xueguan Song, Qiang Liu*, Xin Chen, Weiming Shen, and Lihui Wang 2025. High-performance manufacturing systems: concepts, performance metrics, enablers, challenges, and research directions. Advanced Engineering Informatics. 68(A): 103617.

  24. Jiewu Leng, Kaiwen Zuo, Caiyu Xu, Xueliang Zhou, Shuai Zheng, Jiawen Kang, Qiang Liu*, Xin Chen, Weiming Shen, Lihui Wang, and Robert X. Gao 2025. Physics-informed machine learning in intelligent manufacturing: A review. Journal of Intelligent Manufacturing. 10.1007/s10845-025-02641-1

  25. Jiewu Leng, Keyou Zheng, Rongjie Li, Chong Chen, Baicun Wang, Qiang Liu*, Xin Chen, Weiming Shen 2026. AIGC-empowered Smart Manufacturing: Prospects and Challenges. Robotics and Computer-Integrated Manufacturing. 97: 103076.

  26. Fuqiang Zhang, Weichen Liu, Jizhuang Hui, Junyan Bai, Hui Mu, Xueliang Zhou & Jiewu Leng* 2025. Social manufacturing supply-demand service matching design based on knowledge graphs and graph convolutional networks. Journal of Engineering Design. 10.1080/09544828.2025.2500861

  27. Fuqiang Zhang, Haojie Wang, Xueliang Zhou, Hui Mu, Jiewu Leng* 2025. Blockchained on-device federated learning-based delivery capacity prediction in a social manufacturing paradigm. Journal of Intelligent Manufacturing. 10.1007/s10845-025-02607-3

  28. Jiewu Leng, Junxing Xie, Rongjie Li, Xueliang Zhou, Xi Gu, Qiang Liu*, Xin Chen, Wenjun Zhang, and Andrew Kusiak* 2025. Resilient Manufacturing: A Review of Disruptions, Assessment, and Pathways. Journal of Manufacturing Systems. 79: 563-583.

  29. Jiewu Leng, Jiwei Guo, Junxing Xie, Xueliang Zhou, Ang Liu, Xi Gu, Dimitris Mourtzis, Qinglin Qi, Qiang Liu*, Weiming Shen, and Lihui Wang 2025. Review of manufacturing system design in the interplay of Industry 4.0 and Industry 5.0 (Part II): Design processes and enablers. Journal of Manufacturing Systems. 79: 528-562.

  30. Jiewu Leng, Rongjie Li, Junxing Xie, Xueliang Zhou, Xiang Li, Qiang Liu*, Xin Chen, Weiming Shen, and Lihui Wang 2025. Federated learning-empowered smart manufacturing and product lifecycle management: A review. Advanced Engineering Informatics. 65: 103179.

  31. Chong Chen, Kuanhong Zhao, Jiewu Leng*, Chao Liu, Junming Fan, and Pai Zheng 2025. Integrating Large Language Model and Digital Twins in the Context of Industry 5.0: Framework, Challenges and Opportunities. Robotics and Computer-Integrated Manufacturing. 94: 102982.

  32. Jun Lin, Zhiqiang Huang, Tengliang Zhu, Jiewu Leng*, and Kai Huang* 2024. Deep Reinforcement Learning-Based Robotic Puncturing Path Planning of Flexible Needle. Processes. 2024; 12(12): 2852.

  33. Tariku Sinshaw Tamir, Xijin Hua, Jingchao Jiang, Jiewu Leng*, Gang Xiong, Zhen Shen, Qiang Liu 2024. Data-driven and physics-assisted machine learning approach for warpage classification and process parameter optimization in a 3D-printed BeltClip. IEEE Transactions on Computational Social Systems. doi:10.1109/TCSS.2024.3512614.

  34. Rongli Zhao, Mengyang Xie, Guangxin Zou, Yuan Xie, Jiewu Leng*, and Qiang Liu 2024. A digital twin-driven pre-grasp path planning method for robotic deep-frame grasping of disordered workpieces. Proc IMechE Part B: J Engineering Manufacture. DOI: 10.1177/09544054241302663.

  35. Longlong He, Jiani Gao, Jiewu Leng*, Yue Wu, Kai Ding, Lin Ma, Jie Liu, Duc Truong Pham 2024. Disassembly sequence planning of equipment decommissioning for Industry 5.0: Prospects and retrospect. Advanced Engineering Informatics. 62(D): 102939.

  36. Tariku Sinshaw Tamir, Frehiwot Bayelign Teferi, Xijin Hua, Jiewu Leng*, Gang Xiong, Zhen Shen & Qiang Liu 2024. A review of advances in 3D and 4D bioprinting: Toward mass individualization paradigm. Journal of Intelligent Manufacturing. https://doi.org/10.1007/s10845-024-02529-6

  37. Jiewu Leng, Guolei Ruan, Caiyu Xu, Xueliang Zhou, Kailin Xu*, Yan Qiao, Zhihong Liu, and Qiang Liu* 2024. Deep reinforcement learning of graph convolutional neural network for resilient production control of mass individualized prototyping towards Industry 5.0. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54(11): 7092-7105.

  38. Jiewu Leng, Jiwei Guo, Junxing Xie, Xueliang Zhou, Ang Liu, Xi Gu, Dimitris Mourtzis, Qinglin Qi, Qiang Liu*, Weiming Shen, and Lihui Wang 2024. Review of manufacturing system design in the interplay of Industry 4.0 and Industry 5.0 (Part I): Design thinking and modeling methods. Journal of Manufacturing Systems. 76: 158-187.

  39. Junlang Guo, Jiewu Leng*, J. Leon Zhao, Xueliang Zhou, Yu Yuan, Yuqian Lu, Dimitris Mourtzis, Qinglin Qi, Sihan Huang, Xueguan Song, Qiang Liu, and Lihui Wang 2024. Industrial metaverse towards Industry 5.0: Connotation, architecture, enablers, and challenges. Journal of Manufacturing Systems. 76: 25-42.

  40. Tariku Sinshaw Tamir, Gang Xiong, Zhen Shen, Jiewu Leng* 2024. Physics-driven data collection in 3D printing: Traversing the realm of social manufacturing. IEEE Transactions on Computational Social Systems. 11(6): 7909-7928.

  41. Jiewu Leng, Jiwei Guo, Dewen Wang, Yuanwei Zhong, Kailin Xu*, Sihan Huang, Jiajun Liu, Chunyang Yu, Zhipeng Ye, and Qiang Liu 2024. Blockchain-of-things-based edge learning contracts for federated predictive maintenance towards resilient manufacturing. IEEE Transactions on Computational Social Systems. 11(6):7990-8004.

  42. Jiewu Leng, Zisheng Lin, Zhiqiang Huang, Ruijun Ye, Qiang Liu*, and Xin Chen 2024. Rapid simplification of 3D geometry model of mechanisms in the digital twins-driven manufacturing system design. Journal of Intelligent Manufacturing. 35: 2765-2786.

  43. Jiewu Leng, Jiwei Guo, Hu Zhang, Kailin Xu*, Yan Qiao, Pai Zheng, and Weiming Shen 2023. Dual deep reinforcement learning agents-based-integrated order acceptance and scheduling of mass individualized prototyping. Journal of Cleaner Production. 427: 139249.

  44. Tariku Sinshaw Tamira, Gang Xiong, Zhen Shen, Jiewu Leng, Qihang Fang, Yong Yang, Jingchao Jiang, Ehtisham Lodhi, and Fei-Yue Wang 2023. 3D printing in materials manufacturing industry: A realm of Industry 4.0. Heliyon. e19689.

  45. Rongli Zhao, Zeren Bao, Wanyu Xiao, Shangwen Zou, Guangxin Zou, Yuan Xie, and Jiewu Leng* 2023. Fast grasping technique for differentiated mobile phone frame based on visual guidance. Machines. 2023, 11: 689.

  46. Jiewu Leng, Zisheng Lin, Man Zhou, Qiang Liu*, Pai Zheng, Zhihong Liu, and Xin Chen 2023. Multi-layer parallel transformer model for detecting product quality issues and locating anomalies based on multiple time‑series process data in Industry 4.0. Journal of Manufacturing Systems. 70: 501-513.

  47. Jiewu Leng, Ziying Chen, Weinan Sha, Shide Ye, Qiang Liu*, and Xin Chen 2022. Cloud-edge orchestration-based bi-level autonomous process control for mass individualization of rapid printed circuit boards prototyping services. Journal of Manufacturing Systems. 63: 143-161.

  48. Fuqiang Zhang, Lei Wu, Weichen Liu, Kai Ding, Jizhuang Hui, Jiewu Leng*, and Xueliang Zhou 2022. Evolutionary game-based incentive models for sustainable trust enhancement in a blockchained shared manufacturing network. Advanced Engineering Informatics. 54: 101791.

  49. Jiewu Leng, Ziying Chen, Zhiqiang Huang, Xiaofeng Zhu, Hongye Su, Zisheng Lin, and Ding Zhang* 2022. Secure blockchain middleware for decentralized IIoT towards Industry 5.0: A review of architecture, enablers, challenges, and directions. Machines. 10(10): 858.

  50. Jiewu Leng, Ziying Chen, Weinan Sha, Zisheng Lin, Jun Lin*, and Qiang Liu 2022. Digital twins-based flexible operating of open architecture production line for individualized manufacturing. Advanced Engineering Informatics. 53: 101676.

  51. Jiewu Leng, Dewen Wang, Xin Ma, Pengjiu Yu*, Li Wei, and Wenge Chen 2022. Bi-level artificial intelligence model for risk classification of acute respiratory diseases based on Chinese clinical data. Applied Intelligence. 51(11): 13114-13131.

  52. Jiewu Leng, Man Zhou, Yuxuan Xiao, Hu Zhang, Qiang Liu*, Weiming Shen, Qianyi Su, and Longzhang Li 2021. Digital twins-based remote semi-physical commissioning of flow-type smart manufacturing systems. Journal of Cleaner Production. 306C: 127278.

  53. Douxi Yan, Qiang Liu, Jiewu Leng*, Ding Zhang, Rongli Zhao, Hao Zhang, and Lijun Wei 2021. Digital twin-driven rapid customized design of board-type furniture production line. Journal of Computing and Information Science in Engineering (Transactions of the ASME). 21(3): 031011.

  54. Lei Wu, Jiewu Leng*, and Bingfeng Ju 2021. Digital twins-based smart design and control of ultra-precision machining: A review. Symmetry 13(9): 1717.

  55. Jiewu Leng, Guolei Ruan, Yuan Song, Qiang Liu*, Yingbin Fu, Kai Ding, and Xin Chen 2021. A loosely-coupled deep reinforcement learning approach for order acceptance decision of mass-individualized printed circuit board manufacturing in Industry 4.0. Journal of Cleaner Production. 280(2): 124405.

  56. Jiewu Leng, Douxi Yan, Qiang Liu*, Hao Zhang, Gege Zhao, Lijun Wei, Ding Zhang, Ailin Yu, and Xin Chen 2021. Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system. International Journal of Computer Integrated Manufacturing. 34(7-8): 783-800.

  57. Jiewu Leng, Pingyu Jiang*, Chao Liu, and Chuang Wang 2020. Contextual self-organizing of manufacturing process for mass individualization: a cyber-physical-social system approach. Enterprise Information Systems. 14(8):1124-1149.

  58. Jiewu Leng, Pingyu Jiang, Kailin Xu*, Qiang Liu, J. Leon Zhao, Yiyang Bian, and Rui Shi 2019. Makerchain: A blockchain with chemical signature for self-organizing process in social manufacturing. Journal of Cleaner Production. 234: 767-778.

  59. Rongli Zhao, Douxi Yan, Qiang Liu, Jiewu Leng*, Jiafu Wan, Xin Chen, and Xiafeng Zhang 2019. Digital twin-driven cyber-physical system for autonomously controlling of micro punching system. IEEE Access. 7: 9459-9469.

  60. Jiewu Leng, and Pingyu Jiang* 2018. Evaluation across and within collaborative manufacturing networks: a comparison of manufacturers’ interactions and attributes. International Journal of Production Research. 56(15), 5131-5146.

  61. Jiewu Leng, Qingxin Chen, Ning Mao, and Pingyu Jiang* 2018. Combining granular computing technique with deep learning for service planning under social manufacturing contexts. Knowledge-Based Systems. 143: 295-306.

  62. Jiewu Leng, and Pingyu Jiang* 2017. Mining and matching relationships from interaction contexts in a social manufacturing paradigm. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 47(2): 276-288.

  63. Jiewu Leng, and Pingyu Jiang* 2017. Granular computing–based development of service process reference models in social manufacturing contexts. Concurrent Engineering: Research and Applications. 25(2): 95-107.

  64. Jiewu Leng, and Pingyu Jiang* 2016. A deep learning approach for relationship extraction from interaction context in social manufacturing paradigm. Knowledge-Based Systems. 100: 188-199.

  65. Jiewu Leng, Pingyu Jiang*, and Kai Ding 2014. Implementing of a three-phase integrated decision support model for parts machining outsourcing. International Journal of Production Research. 52(12): 3614-3636.

    专著章节

  1. Caiyu Xu, Jiewu Leng*, Weinan Sha, Jiwei Guo, Qiang Liu 2025. Chapter: Design of a Man-machine-Duplex Production Line Towards Human Centricity in Industry 5.0. Human-Centric Smart Manufacturing Towards Industry 5.0 (Springer Book). DOI: 10.1007/978-3-031-82170-7.

  2. 区块链工业应用技术,机械工业出版社,2024,教材,孔宪光、孙雪华、殷磊、冷杰武等编.

  3. Vikas Kumar, Jiewu Leng, Victoria Akberdina, and Evgeny Kuzmin 2022. Digital Transformation in Industry - Digital Twins and New Business Models (Springer Book). Springer Nature Switzerland AG (Series ISSN 2195-4968).

  4. Jiewu Leng, and Pingyu Jiang. 2019. Chapter 3 Socialized Manufacturing Resources and Interconnections. In: Social Manufacturing: Fundamentals and Applications (Editor: Pingyu Jiang), pp: 50-65. Springer Series in Advanced Manufacturing (Edtior: Duc Truong Pham). Springer, Cham. doi.org/10.1007/978-3-319-72986-2_3

  5. Jiewu Leng, Wei Guo, and Pingyu Jiang. 2019. Chapter 4 Social Business Relationship and Organizational Network. In: Social Manufacturing: Fundamentals and Applications, pp: 67-92. Springer Series in Advanced Manufacturing. Springer, Cham. doi.org/10.1007/978-3-319-72986-2_4

  6. Jiewu Leng, Jiajun Liu, and Pingyu Jiang. 2019. Chapter 9 Blockchain Models for Cyber-Credits of Social Manufacturing. In: Social Manufacturing: Fundamentals and Applications, pp: 197-217. Springer Series in Advanced Manufacturing. Springer, Cham. doi.org/10.1007/978-3-319-72986-2_9

  7. Jiewu Leng, and Pingyu Jiang. 2019. Chapter 10 Configuration of Social Manufacturing System. In: Social Manufacturing: Fundamentals and Applications, pp: 219-243. Springer Series in Advanced Manufacturing. Springer, Cham. doi.org/10.1007/978-3-319-72986-2_10

     

    发明专利

  1. Jiewu Leng, Weinan Sha, Zisheng Lin, Dewen Wang, Man Zhou, Guolei Ruan, Qiang Liu, Hu Zhang, Qianyi Su. Method for Constructing and Training Decentralized Migration Diagram Neural Network Model for Production Process. US11367002B1. 2021-11-18.2022-6-21. [授权]

  2. Jiewu Leng, Man Zhou, Qiang Liu, Guolei Ruan, Shide Ye, Jianbo Jing, Hu Zhang. Blockchain-enabled edge computing method for production scheduling. US17060148B2. 2020-10-1.2022-6-14. [授权]

  3. Jiewu Leng, Qiang Liu, Guolei Ruan, Ding Zhang, Douxi Yan. Inhomogeneous sample equalization method and system for product assembly process. US11429070B2. 2020-12-26.2022-8-30. [授权]

  4. Jiewu Leng, Man Zhou, Wenshun Deng, Qiang Liu, Lijun Wei, Douxi Yan, Yuxuan Xiao, Jiongyu Chen, Caiyu Xu, Yougui Yang. Approximate physical simulation integrated debugging method and system based on digital twinning. US11176290B1. 2021-05-05.2021-11-16.[授权]

  5. Jiewu Leng, Wenshun Deng, Qiang Liu, Guolei Ruan, Hu Zhang, Jianbo Jing, Shide Ye. Automatic bargaining method and related device based on smart contract and secure multi-party computation. US17060168. 2020-10-1. 2022-11-18. [授权]

  6. Jiewu Leng, Xiaofeng Zhu, Caiyu Xu, Hongye Su, Qiang Liu. System and method for monitoring failure of assembly tooling for mass-individualized production line. 2023-03-22, US18187698. [授权]

  7. 冷杰武,阮国磊,刘强,张虎,苏倩怡,周满,王德文. CN202110010986.0 一种面向生产过程的分布式迁移图学习方法.授权公告日 20211008. [授权]

  8. 冷杰武,张虎,刘强,阮国磊,苏倩怡,王德文,周满. CN202110010968.2 一种接单辅助决策的联邦强化学习方法. 公开日 20210514. [授权]

  9. 冷杰武,李子晗,肖雨轩,朱晓峰,李龙章,梁雨菁,林大钦,李卓然. CN202110138317.1 一种基于数字孪生的自动化立体仓库构建方法. 公开日 20210611. [授权]

  10. 冷杰武,王德文,苏倩怡,周满,阮国磊,张虎. CN202110282338.0 一种工业智能合约系统及其运行的多数字孪生体同步互操作方法. 公开日 20210723. [授权]

  11. 冷杰武,阮国磊,刘强,张定,严都喜. ZL 202010175032.0一种面向产品装配工艺的非均匀样本均衡化方法及系统. 授权公告日:2020-12-08. [授权]

  12. 冷杰武,阮国磊,刘强,张虎,苏倩怡. ZL201911303431.4一种基于迁移学习的手机装配工艺知识框架模型构建方法. 授权公告日:2020-07-28. [授权]

  13. 冷杰武,叶锐军,刘强,宋源,苏倩怡. ZL201911241029.8 一种基于深度强化学习的订单信息处理方法. 授权公告日:2020-07-21. [授权]

  14. 冷杰武,宋源,刘强,赵荣丽,严都喜. 基于多周期差分采样的在位检测方法及高速点运动设备. CN201910285294.X,授权公告日:2020-01-14. [授权]

  15. 冷杰武,罗健伟,李子晗,方基杰,朱晓峰,肖雨轩,CN202010976348.X 一种基于智能合约的生产交易管理方法及其系统.公开日 20210105 [授权]

  16. 冷杰武,叶仕德,刘强,景建波,张虎,阮国磊. 202010098365.8一种区块链使能的生产调度边缘计算方法. [授权]

  17. 冷杰武,李龙章,张虎. 202010152089.9一种供应链加密议价方法及系统. [授权]

  18. 冷杰武,叶仕德,刘强,景建波,张虎,阮国磊. 201911274540.08一种基于联盟链的跨链数据协同方法. [授权]

  19. 冷杰武,蔡静仪,李龙章,王彰仪,卢桦茵. CN202010554961.2 一种基于智能合约的货物仓储系统和方法. 公开日 20201030.[授权]

  20. 冷杰武,景建波,刘强,叶仕德,张虎. 201911280283.9基于区块链保障的生产数据追溯及防篡改方法. [授权]

  21. 冷杰武,景建波,刘强,叶仕德,张虎. 201911280619.1一种区块链使能的车间动态协调运行方法. [授权]

  22. 冷杰武,叶仕德,刘强,景建波,张虎,阮国磊.202010020534.6一种基于智能合约的制造资源建模与调用方法. [授权]

  23. 冷杰武,张虎,阮国磊,叶仕德,景建波,李龙章. ZL 2019 1 1251667.8. 融合区块链与联邦学习的共享医疗数据智能辅助诊断系统.申请日20191209. [授权]

  24. 冷杰武,张虎,景建波,叶仕德,阮国磊. 202010129417.3基于智能合约及多方安全计算的自动议价方法和相关装置. [授权]

  25. 冷杰武;叶仕德;刘强;景建波;张虎;阮国磊. 一种基于区块链的AED设备位置共享方法.ZL 2020 1 0218769.6. 申请日:20200325日,授权公告日:20231010[授权]

  26. 冷杰武,景建波,刘强,叶仕德,张虎. 201911367009.5,一种基于智能合约的分布式协同制造方法. 2024-02-02. [授权]

  27. 陈炫宇,冷杰武,李沐,张纯通,刘瀚点,林泽楷,CN202210789338.4 一种立体仓库的快速逼近迭代寻优路径规划方法及系统 [发明] 申请日:2022.07.06[授权]

  28. 冷杰武,徐才宇,朱晓峰,郭继蔚,刘强.一种产线配置与控制快速变型方法2021.02.22[授权]

  29. 一种基于数据与知识混合驱动的装配线变型路径规划方法,202411272362.620240818[授权]

  30. 冷杰武,郭继蔚,朱晓峰,徐才宇,苏泓晔,刘强.一种产线拓扑结构参考架构的构建方法,2023.03.032023101983926 [授权]

  31. Jiewu Leng, Rongjie Li, Caiyu Xu, Yuanwei Zhong, Junxing Xie, Keyou Zheng, Qiang Liu. Method and system for predicting product assembly quality based on longitudinal unified learning. 2024-10-15. US18916505.

  32. Jiewu Leng, Junxing Xie, Keyou Zheng, Zisheng Lin, Yuanwei Zhong, Rongjie Li, Caiyu Xu, Kailin Xu, Qiang Liu. Defect prediction method based on multi-feature parallel multi-stage Neural network. 2024-05-29, US18662981.

  33. Jiewu Leng, Junxing Xie, Yuanwei Zhong, Zisheng Lin, Keyou Zheng, Rongjie Li, Caiyu Xu, Kailin Xu, Qiang Liu. Multimodal fusion-based precise registration method for additive manufacturing. 2024-05-20, US18669183.

  34. Jiewu Leng, Jiwei Guo, Xiaofeng Zhu, Caiyu Xu, Hongye Su,  Qiang Liu. Method for Constructing Topology reference architecture for a production line. 2023-07-04, U18346845.

  35. Jiewu Leng, Yuxuan Xiao, Longzhang Li, Qiang Liu, Haochi Pan, Zhangyi Wang, Jinyi Cai, Shuer Lin. Blockchain-based outsourcing processing method and platform. US 17134366. 2020-12-26.

  36. Jiewu Leng, Man Zhou, Qiang Liu, Longzhang Li, Jianbo Jing, Shide Ye, Zhangyi Wang. Product anti-counterfeiting method and system based on material signature blockchain. US17037630. 2020-10-8.

  37. Qiang Liu, Jiewu Leng, Douxi Yan, Ding Zhang, Hao Zhang. Self-Adaptive Configuration Method and System for Linkage Response of Construction Type, Motion Type, Control Type and Optimization Type. US11340562B2. 2022-5-24. [授权]

  38. Qiang Liu, Jiewu Leng, Qianyi Su, Ding Zhang, Ailin Yu. Optimization Method and System based on Screwdriving Technology in Mobile Phone Manufacturing. US17072668. 2020-10-16.

  39. Qiang Liu, Yuan Song, Jiewu Leng, Guixiang Lin, Hao Zhang, Parallel control method based on multi-period differential sampling and digital twinning technologies, 2021-2-16, US10921794B2. [授权]

  40. Qiang Liu, Jiewu Leng, Ding Zhang, Xin Chen, Lijun Wei. Method and system for quick customized-design of intelligent workshop. US10915096B2. 2021-2-9.[授权]

  41. Qiang Liu, Hao Zhang, Xin Chen, Kuanyuan Li, Jiewu Leng, Verfahren und System zur parallelen Steuerung einer intelligenten Werkstatt, 2020-2-20, DE112018002433T.

  42. Qiang Liu, Ding Zhang, Xin Chen, Jiewu Leng, Hao Zhang, Verfahren zur cirtuellen Umstellung einer Produktionslinie fur elcktronische Produkte, 2020-2-20, DE112018002434T.

  43. 冷杰武,周连弘,朱腾良,苏栩洋,刘泽安. 基于元迁移学习的风电机组故障智能预测方法. 2025107317877. 202563

  44. 冷杰武,吕浩,王刚,周连弘,李嘉和,张钱威. 一种人机协作装配站及其设计和人机协作方法. 2025107317896. 202563

  45. 周连弘,李嘉和,王钢,钟元蔚,郑恪悠,冷杰武. 去噪自编码器与多熵融合的发动机运行状态评估方法. 2025102107340. 2025225

  46. 周连弘,张钱威,吕浩,徐才宇,谢俊星,冷杰武 . 基于MSCNN的多熵融合发动机故障诊断方法. 2025102107285. 2025225

  47. 冷杰武,朱腾良,周连弘,苏栩洋,张钱威. 一种基于视觉推理的人机协作装配自适应任务规划方法. 2025108170600. 2025618

  48. 冷杰武,熊昌明,李享,李新惠. 一种基于MIMO非线性动态系统的海上风机叶片频域疲劳评估方法及系统. 2025105904015. 202558

  49. 冷杰武,周满,王德文,苏倩怡,阮国磊,张虎. CN202110121111.8 一种支持设备即插即用的开放式架构流水生产线设计方法. 公开日 20210615.

  50. 王彰仪,冷杰武,蔡静仪,卢桦茵. CN202110138440.3 基于数字孪生的共享式仓储方法、装置、系统. 公开日 20210608.

  51. 冷杰武,王彰仪,蔡静仪,卢桦茵. CN202110271618.1 一种基于数字孪生的仓储管理系统. 公开日 20210618

  52. 冷杰武,王彰仪,蔡静仪,卢桦茵. CN202010507386.0 一种产品入库存储方法、系统、存储介质及计算机设备. 公开日 20201027

  53. 冷杰武,王德文,苏倩怡,周满,张虎,阮国磊. CN202110282344.6 一种工业调度智能合约系统及其可适应性配置方法. 公开日 20210723.

  54. 冷杰武,黄国桥,李龙章,关圆,周平林,林泽鑫,陈美霞. CN202010902582.8 一种基于区块链的货物仓库管理方法及系统. 公开日 20210101

  55. 冷杰武,朱晓峰,肖雨轩,李子晗,罗建伟,方基杰. CN202010875157.4 一种基于区块链的工业装备产品管理系统和方法. 公开日 20201215

  56. 冷杰武,朱晓峰,肖雨轩,李子晗,罗建伟,方基杰. CN202010784944.8 一种用于工业装备产品的交易管理方法和系统.公开日 20201211

  57. 冷杰武,肖雨轩,李子晗,朱晓峰,方基杰,罗建伟. CN202010749072.1 一种智能合约使能的制造服务交易系统、存储介质及计算机设备. 公开日 20201113

  58. 冷杰武,林栩,李龙章,李春泽,黄康敏,林升言,黄国桥,林舒儿,黄伟,李梦玲,梁雨菁,招永烨,杨景博. CN202010543652.5 一种基于区块链的自动交易服务系统和方法. 公开日 20201027

  59. 冷杰武,景建波,刘强,叶仕德,张虎. 201911303392.8 一种基于材料标记区块链的产品防伪方法及系统.

  60. 朱晓峰,冷杰武,徐才宇,苏泓晔,刘强.一种大规模定制产线装配工装失效监测系统及方法,2023.02.16,受理.

  61. 林伊铭,邓钧陶,蓝伟濠,林泽楷,冷杰武,李沐,刘佳旦 CN202310653357.9基于三级通信与正反拓展搜索策略的新型路径规划方法 申请日:2023.06.05

  62. 冷杰武,朱晓峰,徐才宇,苏泓晔,刘强,CN202310276211.7 一种工装更换策略动态搜索方法 [发明] 申请日:2023.03.20

  63. 冷杰武,徐才宇,朱晓峰,张浩,严都喜,刘强,CN202310874638.7 一种可快速重构的产线的设计方法 申请日:2023.07.17

  64. 郭继蔚,冷杰武,朱晓峰,徐才宇,苏泓晔,刘强,CN202310413638.7一种产线配置结构图的识别匹配方法 [发明] 申请日:2023.04.18

  65. 李沐,冷杰武,陈炫宇,李龙章,林泽楷,刘瀚点,张纯通 CN202210439552.7 一种面向自动化运输设备的路径规划方法及系统 [发明] 申请日:2022.04.25

    会议举办与组织

  1. 分论坛主席,第九届数字孪生与智能制造服务学术会议,数字孪生与工业软件分论坛,2025627-29日,中国成都。

  2. 大会组委会委员&分会主席2025-NSFC-RGC智能制造与智慧城市数字孪生前沿会议,工程系统分会20254.25~27,中国香港。

  3. 大会组委会委员&分会召集人基于GenAI agent的智能工厂分会,2025年中国图学学会智能工厂技术发展论坛暨未来智造技术研讨会,2025314-16日,中国福州。

  4. 组织委员会委员,精密电子制造工艺力学面临的机遇和挑战研讨会,20241220-22日,中国广州。

  5. 分会主席,第二届人本智造学术会议,20241220-22日,中国南京。

  6. 程序委员会副主席2024年全国先进生产系统理论与应用研讨会暨海上丝绸之路国际产学研用合作会议-智能制造论坛,20241213-15日,中国广州。

  7. 大会主持人2023年广东省机械工程学会制造业信息化分会换届大会暨制造业信息化学术研讨会,20231217日,中国广州。

  8. 大会主持人2023年海上丝绸之路国际产学研用合作会议-智能制造专题研讨会,20231118日,中国广州。

  9. Chair of Invited Speeches, The 20th International Manufacturing Conference in China (IMCC), November 23-26, 2023, Chongqing, China.

  10. Session Chair, 2023 NSFC-RGC Conference on Frontiers of Industrial Big Data and Intelligent Systems, April 28th - May 1st, 2023, Hong Kong, China.

  11. 组织委员会委员2023华人学者工业工程国际年会暨第十三届全球华人工业工程与物流管理院长系主任联席会,广州,2023.8.10-12.

  12. Program committee, 14th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2023), Naples, 4-6 December 2023.

  13. Program committee, 2023 26th IEEE International Conference on Computer Supported Cooperative Work in Design, May 24-26, 2023, Rio de Janeiro, Brazil.

  14. Host, 2022 Maritime Silk Road International Conference on the Cooperation and Integration of Industry, Education, Research, and Application – Symposium on Smart Manufacturing. 2022.11.30, Guangzhou, China.

  15. Scientific Advisory Committee, International Scientific Conference on Digital Transformation of Industry, 2021~2023, Ekaterinburg (Russian Federation).

  16. 分会场特邀报告主席, 第六届数字孪生与智能制造服务学术会议,202207月,中国南京,系统与应用分会场。

  17. Program committee, European Interdisciplinary Cybersecurity Conference 2022, Jun 15, 2022 - Jun 16, 2022, Barcelona, Spain.

  18. Program committee, 2022 25th IEEE International Conference on Computer Supported Cooperative Work in Design, May 4-6, 2022, Hangzhou, China.

  19. Organization Committee of Special Session, IEEE CASE 2019, Vancouver BC, Canada, 2019.8.22-26.

  20. 会务总负责人, 第三届数字孪生与智能制造服务学术会议,201907月,中国广州。

  21. Session Chair, CIRP iPS2 2019, Hong Kong & Zhuhai, China, 2019.5.29-31.

  22. Program Co-Chair, Symposium on Blockchain Technology and Application, Hong Kong, China, 2019.1.12-13.

  23. Session Chair, IEEE ICNSC 2018, Zhuhai, China, 2018.3.27-29.

  24. Session Chair, IEEE ICMA 2015, Beijing, China, 2015.8.2-5.

     

    学术报告

  1. 第十届中国图学大会,20259月,中国武汉,产线变型设计方法及其数字孪生软件工具BYTwin”,数字孪生分论坛报告。

  2. 2025-NSFC-RGC智能制造与智慧城市数字孪生前沿会议,20254.25~27,中国香港,“High Performance Manufacturing Systems”,工程系统分会主席及报告。

  3. 第五届中国航天先进制造技术与装备论坛暨第十三届航天先进制造技术研讨会,2025.4.11~12,中国重庆,产线变型设计方法及其数字孪生软件工具,分论坛报告。

  4. 中国图学学会图创未来科普讲座2024年度第五期(总第18)2024124日,线上,生产车间怎么设计?数字孪生是一个好工具!讲座报告人,冷杰武。

  5. 2024年全国工业设计青年学术会议,20241218-20日,中国杭州,生产系统数字孪生设计分会报告,冷杰武。

  6. 全国高等学校制造自动化研究会第二十一届学术年会2024824日,中国佛山,数字孪生驱动的开放式架构产线变型设计及优化大会报告,冷杰武。

  7. 中国图学学会第七届奋发图强青年科学家论坛2024720日,中国大连,数字孪生驱动的开放式架构产线变型设计及优化大会论坛报告,冷杰武。

  8. The First International Conference on Intelligent Factory Technology, Nanjing, China, April 20-22, 2024, “Digital twins-based variant design of open architecture production line”, Invited Speech, Jiewu Leng.

  9. 2023年郑州大学管理科学与工程博士后论坛,20231220日,中国郑州,面向大规模个性化定制的电子制造系统设计与运行优化大会主题报告,冷杰武。

  10. 20th International Manufacturing Conference in China (IMCC), Chongqing, China, November 23-26, 2023. “Smart design and optimization of electronics manufacturing systems toward mass individualization”, Invited Speaker, Jiewu Leng.

  11. 2023年海上丝绸之路国际产学研用合作会议-智能制造专题研讨会20231118日,中国广州,电子制造系统设计与运行优化大会主题报告,冷杰武。

  12. 第七届数字孪生与智能制造服务学术会议,数字孪生人与人本智造专题,2023-7-29,中国济南,面向人本智造的电子制造人机双工产线开放式架构设计及优化大会主题报告,冷杰武。

  13. 2022中国自动化大会工业智能驱动的调度优化与协同决策论坛,2022-11-27,中国厦门,面向大规模个性化定制的电子制造系统设计与运行优化分论坛报告,冷杰武。

  14. The 2nd DT International Conference (DigiTwin2022)2022-9-28Online (Sydney)“Smart design and optimization of electronics manufacturing systems toward mass individualization”. Invited Speaker, Jiewu Leng.

  15. The 7th International Conference on Smart Finance2022-08-19Online,基于区块链和智能合约的制造供应链管理,分会报告,冷杰武。

  16. 中国机械工程学会 成组与智能集成技术分会 2021年度学术会议2022-1-22,线上,面向大规模个性化定制的电子制造系统定制设计与运行优化,会议主题报告,冷杰武。

  17. 第五届数字孪生与智能制造服务学术会议,20210717日,中国上海,高端电子智能制造系统定制设计与运行优化方法,分会报告,冷杰武。

  18. 2019年第五届大数据产学研高峰论坛,2019127-9日,中国广州,融合数字孪生与区块链的大规模个性化制造,分论坛邀请报告,冷杰武。

  19. 第二届数字孪生与智能制造服务学术会议,201807月,中国郑州,融合数字孪生与区块链的大规模个性化制造,分会报告,冷杰武。

     

    毕业及在校学生 (每年招生指标:博士生≤2名、全日制硕士生≤7人、非全日制MEM ≤4)

  1. 李宽元,2016级硕士(联合指导)《基于开放式架构的手机装配线快速虚拟换线平台》,深圳市海柔创新科技,运筹优化算法工程师

  2. 张磊,2016级硕士(联合指导)《大规模个性化PCB定制生产的订单归并与合拼排版方法》,中望龙腾软件,产品经理

  3. 赵阁阁,2016级硕士(联合指导)《基于数字孪生的烟包立体仓库半实物仿真调试与运行优化平台》,中移在线服务,数据分析工程师

  4. 严都喜,2016级硕士/2023届博士(联合指导)(2次获国家奖学金)《板构产品切割下料与分架集成优化方法研究》广东工业大学博士后(广东省青年优秀人才国际培养计划)

  5. 宋源,2017级硕士(联合指导)《基于深度学习和强化学习的定制PCB订单接单决策方法》,松灵机器人,视觉工程师

  6. 叶仕德,2018级硕士(联合指导)《基于云边融合计算架构的PCB生产车间动态调度决策方法》,美的,后端开发工程师

  7. 叶锐军,2018级硕士(联合指导)《面向数字孪生的三维模型轻量化方法研究》,广汽乘用车,车间管理

  8. 苏倩怡,2018级硕士(联合指导),顺德农商银行,技术开发工程师

  9. 景建波,2018级硕士,《多层级智能合约驱动的大规模个性化PCB样板定制多代理动态调度方法》,中国工商银行,研发工程师

  10. 张虎,2019级硕士,《基于双深度强化学习智能体的PCB样板接单决策和生产调度集成决策方法》,广汽研究院,需求开发工程师

  11. 邓文顺,2019级硕士(联合指导)(本校推免获国家奖学金),华为软件开发工程师

  12. 阮国磊,2019级硕士(获国家奖学金 )《大规模个性化定制PCB快板的离散作业车间动态调度方法》,汇川技术数字化事业部,后端开发工程师

  13. 周满,2020级硕士生(获国家奖学金 )《多设备变时间序列数据驱动的质量问题检测与异常定位方法》,广西贵港汇诚木业,总经理

  14. 王德文,2020级硕士生(获国家奖学金 )《集成物联区块链与边缘学习合约的装备运行状态预测技术》,肇庆金利高新技术产业开发区管理委员会

  15. 沙伟男,2021级硕士生(获国家奖学金 )《柔性产线变型设计中参数关联建模及案例研究》,上海交通大学,博士生

  16. 陈梓颖,2021级硕士生(获国家奖学金 )《基于纵向联邦学习的火工品装配质量一致性检测方法》,深圳英威腾电气,大数据分析软件工程师

  17. 黄志强,2021级硕士生,《基于深度强化学习的柔性针穿刺路径规划方法》,科华数据,结构岗

  18. 林梓生,2021级硕士生(获国家奖学金 )《基于深度学习的激光粉末床熔融孔隙 缺陷检测与异常定位方法 》,安克创新,结构工程师

  19. 王伟顷,2021级非全日制工业工程硕士生

  20. 朱晓峰,2022级硕士生(获国家奖学金、拔尖计划、阿达奖学金)《一种多元时间序列特征融合的火工品装配质量预测与溯源方法》,深圳市新凯来技术中国版阿斯麦),系统集成工程师

  21. 郭继蔚,2022级硕士生(获国家奖学金、卓越人才计划、阿达奖学金)《知识图谱驱动的产线配置规划深度强化学习方法》,同济大学,博士生

  22. 徐才宇,2023级硕士生(本校推免、拔尖人才计划)

  23. 钟元蔚,2023级硕士生(获国家奖学金、拔尖人才计划、阿达奖学金、米亚奖学金)

  24. 郑恪悠,2023级硕士生

  25. 李荣杰,2023级硕士生

  26. 谢俊星,2023级硕士生卓越人才计划、阿达奖学金

  27. 欧楚暄,2023级非全日制工业工程硕士生

  28. 邵楚培,2023级非全日制工业工程硕士生

  29. 程麟添,2023级非全日制工业工程硕士生

  30. 周连弘,2024级学术型博士生米亚奖学金

  31. 朱熔熔,2024级工程型博士生

  32. 刘泽安,2024级硕士生

  33. 李嘉和,2024级硕士生

  34. 苏栩洋,2024级硕士生

  35. 张钱威,2024级硕士生

  36. 吕浩,2024级硕士生

  37. 王钢,2024级硕士生

  38. 朱腾良,2024级硕士

  39. 林大琪,2024级非全日制工业工程硕士生

  40. 严允明,2024级非全日制工业工程硕士生

  41. 吴蔚岚,2024级非全日制工业工程硕士生

  42. 库得来提,2024级非全日制工业工程硕士生

  43. 张晟剑,2025级工程型博士生

  44. 郑剑鑫,2025级学术型博士生

  45. 魏天成,2025级硕士生

  46. 张嘉铭,2025级硕士生

  47. 吴嘉源,2025级硕士生

  48. 武宇轩,2025级硕士生

  49. 陈家豪2025级硕士生

  50. 李淑曼,2025级硕士生

  51. 张瀚,2025级硕士生

  52. 刘涛,2025级硕士生(联合指导)

  53. 刘付玉俊,2025级非全日制工业工程硕士生

  54. 卓诗悦2025级非全日制工业工程硕士生

  55. 吴雅莹,2025级非全日制工业工程硕士生

     

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