Research Projects
（1） Undertake or participate in more than 30 national natural science foundation projects, national intelligent manufacturing projects, national green manufacturing projects, Shanghai industrial internet projects, Shanghai industrial big data projects, Shanghai industrial artificial intelligence projects and other industry university research cooperation projects.
（2） Project of the Joint Research Center for New Generation Industrial Intelligence Technology (Project Technical Leader) jointly established by the School of Mechanical and Power Engineering at Shanghai Jiao Tong University and Helkaos; IDS (International Data Space) China Research Laboratory Industry University Research Project, etc.
（3） Participated in the development and formulation of multiple international, national, and industry related standards in the fields of the Internet of Things and intelligent manufacturing.
The main projects led are as follows:
1. From April 2021 to December 2027, National Natural Science Foundation of China, General Project 72371160, Evolutionary Laws of Large scale Personalized Services for "Customer and Intelligent Product Interaction Value Network", Under Research, Hosted;
2. From January 2021 to December 2023, Shanghai Municipal Commission of Economy and Information Technology, Shanghai 2021-2022 Special Fund for Promoting High Quality Industrial Development, 212102, Digital Terminal Production Control System for Automated Land Ports, under research and led;
3. From January 2023 to December 2024, an open project of the National Key Laboratory of Mass Personalization Customization Systems and Technology, H&C-MPC-2023-03-01, efficient collaboration among multiple parties for mass customization services in an open dynamic community environment, under research, and led by;
4. From March 2021 to December 2023, a collaborative project between industry, academia, and research, a top-level design project for digital transformation of manufacturing equipment enterprises, under the leadership of Shanghai Sensong Pharmaceutical Equipment Engineering Co., Ltd;
5. 2023.1-2023.12, industry university research cooperation project, technical evaluation of manufacturing execution system (MES) construction system for Internet+marketing cloud platform, Shanghai Tobacco Group, under research, presided over;
6. From August 2028 to December 2023, the New Teacher Initiation Plan, Research on Open Collaborative Design Methods and Technologies for Personalized Products in the Industrial Internet Environment, Shanghai Jiao Tong University, currently under research, and in charge;
The main projects that involve core project members are as follows:
(1) National Natural Science Foundation of China:
[1] 2017.1-2021.12, National Natural Science Foundation of China, Key Project, 71632008, Research on the Transformation and Upgrading of Manufacturing Enterprises in the Internet Environment Based on Value Chain Reconstruction, Participated in
[2] 2022.01-2025.12, National Natural Science Foundation of China, General Project, 52175476, Joint Optimization of Production Planning and Conditional Maintenance for Discrete Manufacturing Systems Considering Processing Accuracy, Participated in
(2) National Intelligent Manufacturing/Green Manufacturing Project:
[3] Comprehensive standardized testing and verification of intelligent manufacturing for marine engineering equipment, participated in the 2015 National Ministry of Industry and Information Technology Intelligent Manufacturing Special Project from May 2015 to April 2017;
[4] A new intelligent manufacturing model for large-scale customized production of air conditioning compressors, participated in the national industrial transformation and upgrading in 2016, from November 2016 to October 2018;
[5] Application of new intelligent manufacturing models for hybrid electric transmissions in new energy vehicles, National Industrial Transformation and Upgrading in 2017, January 2017 to December 2020, participated;
[6] Application of new intelligent manufacturing models for large-scale offshore lifting equipment, National Industrial Transformation and Upgrading in 2017 (Made in China 2025), from January 2017 to December 2019, participated;
[7] Research and experimental verification of remote fault pattern recognition and predictive maintenance standards for port container cranes, 2018 National Intelligent Manufacturing Comprehensive Standardization and New Mode Application, January 2018- December 2020, participated;
[8] Construction and demonstration application of green supply chain standard system for large-scale intelligent port equipment, participated in the 2016 National Green Manufacturing System Integration Project from January 2016 to December 2018;
[9] Construction of a green design platform for high-tech ship power systems, participated in the national industrial transformation and upgrading in 2017 (Made in China 2025), from January 2017 to December 2019;
(3) Shanghai Industrial Big Data/Industrial Internet/Industrial Artificial Intelligence Project:
[10] Demonstration application of color filter quality traceability big data analysis, 2016 Shanghai Information Technology Development Special Fund (Big Data Development), January 2016- December 2018, participated;
[11] Innovative Practice of Big Data Analysis for Tire Product Design Optimization, 2016 Shanghai Information Technology Development Special Fund (Big Data Development, 2016.01-2018.12, participated;
[12] Personalized customization of commercial vehicles based on supply and demand docking, participated in the 2017 Shanghai Industrial Internet Innovation and Development Project from January 2017 to December 2019;
[13] Based on the service-oriented extension of intelligent elevator interconnection, participated in the 2017 Shanghai Industrial Internet Innovation and Development Special Project from January 2017 to December 2019;
[14] Based on enterprise interconnection, energy-saving and networked collaboration and application of new energy vehicle transmissions, participated in the 2017 Shanghai Industrial Internet Innovation and Development Special Project from January 2017 to December 2020;
[15] Promotion of integrated solutions for ship power systems based on industrial internet, participated in the 2017 Shanghai Industrial Internet Innovation and Development Project from January 2017 to December 2019;
[16] Research on the Development Trends and Application Prospects of Blockchain Technology in the Urban Area of Shanghai, 2018 Shanghai Decision Advisory Committee Bidding Project (Science and Technology Commission), January 2018- December 2018, participated in;
[17] Customized digital comprehensive technology service platform for automotive chassis electronics, 2022 Shanghai Service Industry Guidance Special Project, January 2022- December 2023, participated;
[18] Customized Comprehensive Technical Service Platform for Energy Conservation and New Energy Vehicle Transmission, 2023 Shanghai Service Industry Guidance Special Project, January 2023- December 2024, participated.
[19] The main industrial Internet platform of automated port chain for digital integration and innovation, the Industrial Internet plus Project of Shanghai Municipal Commission of Economy and Information Technology in 2023, 2023.01-2024.12, participated;
(4) Horizontal project of industry university research:
[20] Research on the Technical Architecture and Basic R&D Process of Intelligent Refrigerator Products, January 2023 to December 2024, a horizontal project involving industry, academia, and research, participated in;
[21] Industrial big data algorithm development and application, industry university research horizontal project, from January 2023 to December 2024, participated in;
[22] Development and application of deep learning algorithms, industry university research horizontal project, January 2023- December 2024, participated in.
Selected Publications
More than 50 papers have been published in the research field, with more than 30 papers published as first author or corresponding author, and 6 monographs published:
(1) First author's published paper:
[1] Zhang X, Chen L, Sheng G, Lu X, and Ming X. An innovation service system and personalized recommendation for Customer product Interaction Life Cycle in smart product service system [J] Journal of Cleaner Production, 2023, 398: 136470. (SCI, Chinese Academy of Sciences Zone 1- TOP Journal)
[2] Zhang X, Ming X, Bao Y, Liao X. Online merchant resource allocation and matching for open community collaborative manufacturing (OCCM) in mass personality model [J] Advanced Engineering Informatics 2023, 55: 101872. (SCI, Chinese Academy of Sciences Zone 1- TOP Journal, Jiaotong University A/B)
[3] Zhang X. A smart system of Customer Interaction Life Cycle (CILC) in industrial Internet era for mass personalization from industrial practice survey: identification, definition, acquisition, and parsing [J] Journal of Intelligent Manufacturing, 2023, DOI: https://doi.org/10.1007/s10845-022-02070-4. (SCI, Chinese Academy of Sciences Zone 1- TOP Journal)
[4] Zhang X, Ming X, Bao Y. A flexible smart manufacturing system in mass personalization manufacturing model based on multi module platform, multi virtual unit, and multi production line [J] Computers and Industrial Engineering 2022, 171:108379. (SCI, Chinese Academy of Sciences Zone 2)
[5] Zhang X, Ming X, Bao Y, Liao X. Industrial Internet Platform (IIP) enabled Smart Product Lifecycle Service System (SPLSS) for manufacturing model transformation: from an industrial practice survey [J] Advanced Engineering Informatics 2022, 52: 101633. (SCI, Chinese Academy of Sciences Zone 1- TOP Journal, Jiaotong University A/B)
[6] Zhang X. Comprehensive understanding of smart product service system from multiple dimensions and perspectives: An innovative service model for Customer Product Interaction Life Cycle (CILC) Advanced Engineering Informatics 2022, 52: 101619 (SCI, Chinese Academy of Sciences Zone 1- TOP Journal, Jiaotong University A/B)
[7] Zhang X, Ming X, Bao Y, Liao X. System construction for comprehensive industrial ecosystem oriented networked collaborative manufacturing platform (NCMP) based on three chains [J] Advanced Engineering Informatics, 2022, 52:101538 (SCI, Chinese Academy of Sciences Zone 1- TOP Journal, Jiaotong University A/B)
[8] Zhang X. Implementation path and reference framework for Industrial Internet Platform (IIP) in product service system using industrial practice investment method Advanced Engineering Informatics 2022, 51: 101481 (SCI, Chinese Academy of Sciences Zone 1- TOP Journal, Jiaotong University A/B)
[9] Zhang X. A Smart system in Manufacturing with Mass Personalization (S-MMP) for blueprint&scenario driven by industrial model transformation [J] Journal of Intelligent Manufacturing, 2022, DOI: https://doi.org/10.1007/s10845-021-01883-z. (SCI, Chinese Academy of Sciences Zone 1- TOP Journal)
[10] Zhang X, Ming X, Bao Y, Liao X, Miao R. Networking enabled product service system (N-PSS) in collaborative manufacturing platform for mass personalization model Computers and Industrial Engineering 2022, 163: 107805. (SCI, Chinese Academy of Sciences Zone 2)
[11] Zhang X. An implementation for Smart Manufacturing Information System (SMIS) from an industrial practice survey Computers and Industrial Engineering 2021, 151: 106938 (SCI, Chinese Academy of Sciences Zone 2)
[12] Zhang X. Further expansion from Smart Manufacturing System (SMS) to Smart Manufacturing Implementation System (SMIS): Industrial application scenarios and evaluation International Journal of Advanced Manufacturing Technology 2021; 115 (11-12): 3791-3809. (SCI, Chinese Academy of Sciences Zone 3)
[13] Zhang X. A comprehensive industrial practice for Industrial Internet Platform (IIP): General model, reference architecture, and industrial verification Computers and Industrial Engineering 2021, 158:107426. (SCI, Chinese Academy of Sciences Zone 2)
[14] Zhang X, Ming X, Yin D. Application of industrial big data for smart manufacturing in product service system based on system engineering using fuzzy DEMATEL [J] Journal of Cleaner Production, 2020, 265: 121863 (SCI, Chinese Academy of Sciences Zone 1- TOP Journal)
[15] Zhang X, Ming X, Qiu S. Top level planning of smart system in manufacturing with mass personalization (MMP): System model, application blueprint, application scenarios, and implementation path; Procedures of the TMCE 2020, F, 2020 [C] (EI International Conference)
[16] Zhang X. Reference subsystems for Smart Manufacturing Collaborative System (SMCS) from multi processes, multi intersections, and multi operators [J] Enterprise Information Systems, 2020, 14 (3): 282-307. (SCI, Chinese Academy of Sciences, Zone 2)
[17] Zhang X, Ming X, Yin D. Reference Architecture of Common Service Platform for Industrial Big Data (I-BD) based on multi-party co construction [J] International Journal of Advanced Manufacturing Technology, 2019, 105 (5-6): 1949-65. (SCI, Chinese Academy of Sciences, Zone 3)
[18] Zhang X, Ming X, Qu Y. Top level scenario planning and overall framework of smart manufacturing implementation system (SMIS) for enterprise [J] International Journal of Advanced Manufacturing Technology, 2019, 104 (9-12): 3835-48. (SCI, Chinese Academy of Sciences, Zone 3)
[19] Zhang X, Ming X, Liu Z, Zheng M, Qu Y. A new customization model for enterprises based on improved framework of customer to business: A case study in automotive industry [J] Advancements in Mechanical Engineering, 2019, 11 (3) (SCI, Chinese Academy of Sciences Zone 4)
[20] Zhang X, Ming X, Liu Z, Yin D, Chen Z, Chang Y. A reference framework and overall planning of industrial artistic intelligence (I-AI) for new application scenarios [J] International Journal of Advanced Manufacturing Technology, 2019, 101 (9-12): 2367-89 (SCI, Chinese Academy of Sciences Zone 3)
[21] Zhang X, Ming X, Liu Z, Yin D, Chen Z. A reference system of smart manufacturing talent education (SMTE) in China [J] International Journal of Advanced Manufacturing Technology, 2019, 100 (9-12): 2701-14 (SCI, Chinese Academy of Sciences Zone 3)
[22] Zhang X, Ming X, Liu Z, Qu Y, Yin D. State of the art review of customer to business (C2B) model [J] Computers and Industrial Engineering, 2019, 132 (207-22. (SCI, Chinese Academy of Sciences, Zone 2)
[23] Zhang X, Ming X, Liu Z, Qu Y, Yin D. An overall framework and subsystems for smart manufacturing integrated system (SMIS) from multi layers based on multi perspectives [J] International Journal of Advanced Manufacturing Technology, 2019, 103 (1-4): 703-22 (SCI, Chinese Academy of Sciences Zone 3)
[24] Zhang X, Ming X, Liu Z, Qu Y, Yin D. A framework and implementation of Customer Platform connection factory to service (CPMS) model in product service system [J] Journal of Cleaner Production, 2019, 230 (798-819 (SCI, Chinese Academy of Sciences Zone 1- TOP Journal)
[25] Zhang X, Ming X, Liu Z, Qu Y, Yin D. General reference model and overall frameworks for green manufacturing [J] Journal of Cleaner Production, 2019, 237 (SCI, Chinese Academy of Sciences Zone 1- TOP Journal)
[26] Zhang X, Ming X, Chen Z. Integration of AI technologies and logistics robots in unmanned port: A framework and application; Proceedings of the ACM International Conference Processing Series, F, 2018 [C] (EI International Conference)
(2) Co authored papers:
[27] Chang Y, Ming X, Zhang X, and Bao Y. Modularization Design for Smart Industrial Service Ecosystem: A Framework Based on the Smart Industrial Service Identification Blueprint and Hypergraph Clustering [J] Sustainability, 2023, 15 (11), 8858
[28] Tong Q, Ming X, Zhang X * Construction of Sustainable Digital Factory for Automated Warehouse Based on Integration of ERP and WMS [J] Sustainability, 2023, 15 (2), 1022. (Corresponding author)
[29] Bao Y, Zhang X, Zhou T, et al. Application of Industrial Internet for Equipment Asset Management in Social Digitalization Platform Based on System Engineering Using Fuzzy DEMATEL-TOPSIS [J] Machines, 2022, 10 (12), 1137
[30] Tong Q, Ming X, Zheng M, Zhang X *, et al. An Innovative Model of Smart Product Service Ecosystem (SPSE) on Sustainability: Survival System Model, Value Emerges, and a Case Study [J] Sustainability, 2022, 14 (19), 12361. (Corresponding author)
[31] Chen Z, Zhou T, Ming X, Zhang X, et al. Configuration optimization of service solution for smart product service system under hybrid uncertain environments [J] Advanced Engineering Informatics, 2022, 52
[32] Qu Y, Ming X, Qiu S, Liu Z, Zhang X (Zhang Xianqian), et al. Process optimization through closed loop Kaizen with discrete event simulation: A case study in China [J] Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacturing, 2021, 235 (3): 568-79
[33] Chang Y, Ming X, Zhang X, et al. Servitization and Sustainable Value Creation Strategy for China's Manufacturing Industry: A Multiple Case Study in the Belt and Road Initiative [J] Sustainability, 2021, 13 (20), 11334
[34] Tong Q, Ming X, Zhang X * The Reality for Automated Warehouse Based on the Integration of ERP and WMS; Proceedings of the ACM International Conference Processing Series, F, 2020 [C] (Corresponding author)
[35] Yin D, Ming X, Zhang X Understanding data driven cyber physical social system (D-CPSS) using a 7c framework in social manufacturing context [J] Sensors (Switzerland), 2020, 20 (18): 1-19
[36] Yin D, Ming X, Zhang X Sustainable and smart product innovation ecosystem: An integrated status review and future perspectives [J] Journal of Cleaner Production, 2020, 274
[37] Yin D, Ming X, Liu Z, and Zhang X A fuzzy ANP-QFD methodology for determining stakeholders in product service systems development from ecosystem perspective [J] Sustainability, 2020, 12 (8)
[38] Tong Q, Ming X, Zhang X The Reality for Automated Warehouse Based on the Integration of ERP and WMS; Proceedings of the ACM International Conference Processing Series, F, 2020 [C]
[39] Liu Z, Ming X, Qiu S, Qu Y, and Zhang X A framework with hybrid approach to analyze system requirements of smart PSS towards customer needs and co creative value proposals [J] Computers and Industrial Engineering, 2020, 139
[40] Chen Z, Lu M, Ming X, Zhang X, et al. Explore and evaluate innovative value proposals for smart product service system: A novel graphics based rough fuzzy DEMATEL method [J] Journal of Cleaner Production, 2020, 243
[41] Qu Y J, Ming X G, Qiu S Q, Zhang X (Zhang Xianqian), et al. A framework for smart manufacturing systems based on the stakeholders' value; Proceedings of the Proceedings of the 2018 IEEE International Conference on Advanced Manufacturing, ICAM 2018, F, 2019 [C]
[42] Qu Y J, Ming X G, Liu Z W, Zhang X (Zhang Xianqian), et al. Smart manufacturing systems: state of the art and future trends [J] International Journal of Advanced Manufacturing Technology, 2019, 103 (9-12): 3751-68.
[43] Qu Y, Ming X, Qiu S, Liu Z, Zhang X (Zhang Xianqian), et al. Integrating fuzzy Kano model and fuzzy analytical hierarchy process to evaluate requirements of smart manufacturing systems [J] Current Eng Res Appl, 2019, 27 (3): 201-12
[44] Qu Y, Ming X, Ni Y, Li X, Liu Z, Zhang X, and Xie L. An integrated framework of enterprise information systems in smart manufacturing system via business process reengineering [J] Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacturing, 2019, 233 (11): 2210-24
[45] Liu Z, Ming X, Zhang X A perspective on methodological framework integrating revised rough DEMATEL to co generate and analyze requirements for smart product service system; Proceedings of the ACM International Conference Processing Series, F, 2019 [C]
[46] Chen Z, Ming X, Zhang X, et al. A rough fuzzy DEMATEL-ANP method for evaluating sustainable value requirements of product service system [J] Journal of Cleaner Production, 2019, 228: 485-508
[47] Zheng M K, Ming X G, Zhang X Y, et al. MapReduce Based Parallel Bayesian Network for Manufacturing Quality Control [J] Chinese Journal of Mechanical Engineering (English Edition), 2017, 30 (5): 1216-26
[48] Zheng M, Ming X, Wang L, Yin D, and Zhang X Status Review and Future Perspectives on the Framework of Smart Product Service Ecosystem; Proceedings of the Procedia CIRP, F, 2017 [C]
[49] Zhou Xinjie, Ming Xinguo, Chen Zhihua, Zhang Xiangui et al. Collaborative Framework for Design and Manufacturing Based on Models, Data, and Knowledge [J]. Computer Integrated Manufacturing Systems, 2019,25 (12): 3116-3126. (EI)
Gao Guyue, Wang Ruichang, Zhang Xiangui, Ming Xinguo Research on Integrated Management Framework for Green Design of Complex Products [J] Mechanical Design and Research, 2022, 38 (3): 152-157
[51] Zhou Jun, Wang Ruirui, Ming Xinguo, Zhang Xiangui Analysis of the Transformation Requirements for Intelligent Manufacturing of Marine Engineering Equipment [J]. Mechanical Design and Research, 2021, 37 (3): 149-160
[52] Ye Jun, Luo Haoming, Zhang Xianqian * Research on Field Bridge Scheduling Model for Automated Port Bayside Container Entry and Exit Mode Based on Improved Genetic Algorithm [J]. China Harbour Construction, 2023 (Accepted) (Corresponding Author)
[53] Tong Qingfei, Ming Xinguo, Zhang Xiangui *. Research on Enterprise Digital Transformation and Marketing System: Implementation Path and Industrial Implementation [J] Technological Innovation and Application, 2023 (Employed) (Corresponding author)
(3) Monograph:
1. Ming Xin Guo, Zhang Xiangui The Theory and Methods of Constructing and Operating an Innovation Ecosystem for Intelligent Products [M] Shanghai: Shanghai Science and Technology Press, 2024;
2. Ming Xin Guo, Zhang Xiangui Analysis, Design, and Delivery of Intelligent Product Service Ecosystem [M] Shanghai: Shanghai Science and Technology Press, 2024;
3. Ming Xin Guo, Zhang Xiangui Customer value oriented intelligent product conceptual design method [M] Shanghai: Shanghai Science and Technology Press, 2024;
4. Ming Xin Guo, Zhang Xiangui Personalized product design driven by customer value [M] Shanghai: Shanghai Science and Technology Press, 2024;
5. Ming Xin Guo, Zhang Xiangui Industrial big data technology and demonstration case: Digital production line fault location technology [M] Wuhan: Huazhong University of Science and Technology Press, 2023 (Frontier Industrial Internet Technology Series);
6. Intelligent Manufacturing Series - Industrial Internet of Things Technology and Applications [M] Beijing: Tsinghua University Press, 2022, Chapter 7 Compiled.
