Research Projects
1、 Undertake or participate in more than 30 general projects of the National Natural Science Foundation of China, 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、 Joint Research Center for New Generation Industrial Intelligence Technology jointly established by the School of Mechanical and Power Engineering at Shanghai Jiao Tong University and Haierkaos (Project Technical Leader);IDS (International Data Space) China Research Laboratory's industry university research projects, etc.
3、 Participated in the development and formulation of multiple international, national, and industry standards in areas such as the Internet of Things and intelligent manufacturing.
（1） The main projects hosted are as follows:
1 2024.1-2027.12, National Natural Science Foundation of China, General Project, Evolutionary Law of Large scale Personalized Services for "Customer Intelligent Product Interaction Value Network" (National Vertical), Hosted;
2 From March 12, 2023 to October 10, 2024, research on digital transformation (national longitudinal), led by;
3 From December 2023 to November 2024, I will be conducting an open research project at the National Key Laboratory of Large scale Personalized Customization Systems and Technology, focusing on the construction and optimization methods of a collaborative network for large-scale personalized services (longitudinal). I will be in charge of the project;
4 2023.8-2025.7, Open Project of National Key Laboratory of Large scale Personalized Customization System and Technology, Multi subject Efficient Collaboration of Large scale Personalized Customization Services in an Open Dynamic Community Environment (Vertical), Hosted;
5 From January 2022 to December 2023, the Shanghai Special Fund for Promoting High Quality Industrial Development in 2021-2022 will be used to develop a digital terminal production control system (vertical) for automated land ports. The project will be led by the director;
6 2025.01-2027.12, National Ministry of Industry and Information Technology, Industrial Transformation and Upgrading Special Project, Application of Energy saving and New Energy Vehicle Transmission Intelligent Manufacturing New Mode (Vertical), sub project leader;
7 2024.01-2026.12, Shanghai Industrial Internet Innovation and Development Special Project, networked collaboration of integrated circuit substrate production for personalized customization, the head of the cooperative unit;
8 2024.01-2026.12, Shanghai Industrial Internet Innovation and Development Special Project, Huayi Chemical Industry Big Data Platform, head of cooperative unit;
9 2024.1-2026.12, Shanghai Service Guidance Fund Special Project, Customized Digital Comprehensive Technology Service Platform for Automotive Chassis Electronics, responsible person of the cooperating unit;
10 2025.1-2026.12, industry university research cooperation project, research on key technologies of industrial Internet intelligent factory integration based on the Internet of Data and the Internet of Things, hosted;
11 From June 2023 to June 2024, I will be in charge of a collaborative project between industry, academia, and research. I will work on the Ocean Big Data Knowledge Graph Platform at the China Academy of Marine Equipment Engineering Technology Development Strategy;
12 2023.3-2023.12, presided over the technical evaluation of the manufacturing execution system (MES) construction system for the Internet plus+marketing cloud platform, an industry university research cooperation project;
13 From June 2022 to March 2023, I led a collaborative project between industry, academia, and research, focusing on the top-level design of digital transformation for manufacturing equipment enterprises;
14 From August 2020 to December 2023.12, the launch plan of new teachers, the research on the methods and technologies of open collaborative design of personalized products in the industrial Internet environment, hosted by Shanghai Jiaotong University.
（2） The main projects in which core members of the project participate 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 transformation and upgrading of manufacturing enterprises in the Internet environment based on value chain reconstruction, participation
2 2022.01-2025.12, National Natural Science Foundation of China, General Project, 52175476, Joint Optimization of Production Planning and Condition based Maintenance for Discrete Manufacturing Systems Considering Machining Accuracy, Participated in
2) National Intelligent Manufacturing/Green Manufacturing Project:
3 Comprehensive standardization test verification of intelligent manufacturing of marine engineering equipment, 2015 National Ministry of Industry and Information Technology Intelligent Manufacturing Special Project, May 2015 April 2017, participated;
4 A new intelligent manufacturing model for large-scale customized production of air conditioning compressors, participated in the national industrial transformation and upgrading from November 2016 to October 2018;
5 Application of new intelligent manufacturing mode for large-scale offshore lifting equipment, National Industrial Transformation and Upgrading (Made in China 2025) in 2017, participated from January 2017 to December 2019;
6 Research and experimental verification of remote fault mode recognition and predictive maintenance standards for port container cranes, National Intelligent Manufacturing Comprehensive Standardization and New Mode Application in 2018, January 2018 December 2020, participated;
7 Construction and demonstration application of green supply chain standard system for large-scale intelligent port equipment, National Green Manufacturing System Integration Project in 2016, participated from January 2016 to December 2018;
8 Construction of a green design platform for high-tech ship power systems, participated in the National Industrial Transformation and Upgrading (Made in China 2025) from January 2017 to December 2019;
3) Shanghai Industrial Big Data/Industrial Internet/Industrial AI Project:
9 Demonstration application of big data analysis for quality traceability of color filters, 2016 Shanghai Information Technology Development Special Fund (Big Data Development), January 2016-2018.12, participated;
10 Innovative Practice of Big Data Analysis for Tire Product Design Optimization, 2016 Shanghai Special Fund for Information Technology Development (Big Data Development, January 2016-2018.12, participated);
11 Personalized customization of commercial vehicles based on supply and demand docking, 2017 Shanghai Industrial Internet Innovation and Development Project, 2017.01-2019.12, participated;
12 Based on the service-oriented extension of intelligent elevator interconnection, 2017 Shanghai Industrial Internet Innovation and Development Project, 2017.01-2019.12, participated;
13 Networked collaboration and application of energy-saving and new energy vehicle transmission based on enterprise interconnection, 2017 Shanghai Industrial Internet Innovation and Development Project, 2017.01-2020.12, participated;
14 Promotion of integrated solutions for ship power system based on industrial Internet, 2017 Shanghai Industrial Internet Innovation and Development Project, 2017.01-2019.12, participated;
15 Research on the Development Trend and Application Prospects of Blockchain Technology in Shanghai Urban Area, 2018 Shanghai Decision making Advisory Committee Tendering Project (Science and Technology Committee), January to December 2018, participated;
16 Customized comprehensive technology service platform for energy-saving and new energy vehicle transmissions, Shanghai Service Industry Guidance Special Project in 2023, from January 2023 to December 2024, participated.
17 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) Industry university research horizontal project:
18 Research on the technical architecture and basic R&D process of intelligent refrigerator products, from January 2023 to December 2024, participated in the industry university research horizontal project;
19 Industrial big data algorithm development and application, industry university research horizontal project, January 2023.01-2024.12, participated;
20 Deep learning algorithm development and application, industry university research horizontal project, January 2023.01-2024.12, participated.
Selected Publications
[1] Zhang X, Ming X, and Bao Y. Mass Personalization Product Service System (MP-PSS) driven by industrial intelligence: Transformation, implementation, and application [J]. International Journal of Advanced Manufacturing Technology, 2025. Accept. (SCI )
[2] Zhang X, Zheng M, and Ming X. Industrial Intelligent Connected Ecosystem (IICE) oriented towards uncertainty and dynamic demand characteristics [J]. International Journal of Advanced Manufacturing Technology, 2025, 139: 1525–1539. (SCI )
[3] Zhang X, Sheng G, Chen L, Lu X, Ming X, and Qiu S. A smart system of Mass Personalization Product Service System (MP-PSS) driven by industrial modular configuration [J]. Advanced Engineering Informatics. 2024, 62: 102758. (SCI )
[4] Zhang X, Sheng G, Chen L, Lu X, Ming X, and Qiu S. Hybrid order priority confirmation and production batch optimization for mass personalization flexible manufacturing (MPFM) model [J]. Advanced Engineering Informatics. 2024, 62: 102739. (SCI )
[5] Zhang X, Sheng G, Chen L, Lu X, Ming X, and Qiu S. An innovative model of personalized product service system (PPSS) for open community collaborative supply (OCCS): Selection, configuration, and optimization [J]. Journal of Cleaner Production. 2024, 436: 140639. (SCI )
[6] 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 )
[7] Zhang X, Ming X, Bao Y, Liao X. Online merchant resource allocation and matching for open community collaborative manufacturing (OCCM) in mass personalization model [J]. Advanced Engineering Informatics. 2023, 55: 101872. (SCI )
[8] Zhang X, Ming 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 )
[9] 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 )
[10] 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 )
[11] Zhang X, Ming X. Comprehensive understanding of smart product service system from multi-dimension and multi-perspective: An innovative service model for Customer-product Interaction Life Cycle (CILC). Advanced Engineering Informatics. 2022, 52: 101619. (SCI )
[12] 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 )
[13] Zhang X, Ming X. Implementation path and reference framework for Industrial Internet Platform (IIP) in product service system using industrial practice investigation method. Advanced Engineering Informatics. 2022, 51: 101481. (SCI )
[14] Zhang X, Ming X. A Smart system in Manufacturing with Mass Personalization (S-MMP) for blueprint and scenario driven by industrial model transformation [J]. Journal of Intelligent Manufacturing, 2022, DOI: https://doi.org/10.1007/s10845-021-01883-z. (SCI )
[15] 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 )
[16] Zhang X, Ming X. An implementation for Smart Manufacturing Information System (SMIS) from an industrial practice survey. Computers and Industrial Engineering. 2021, 151: 106938. (SCI )
[17] Zhang X, Ming 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 )
[18] Zhang X, Ming 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 )
[19] 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 )
[20] Zhang X, Ming 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 )
[21] 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 )
[22] 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 )
[23] 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 automobile industry [J]. Advances in Mechanical Engineering, 2019, 11(3). (SCI )
[24] Zhang X, Ming X, Liu Z, Yin D, Chen Z, Chang Y. A reference framework and overall planning of industrial artificial intelligence (I-AI) for new application scenarios [J]. International Journal of Advanced Manufacturing Technology, 2019, 101(9-12): 2367-89. (SCI )
[25] 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 )
[26] 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 )
[27] 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 )
[28] Zhang X, Ming X, Liu Z, Qu Y, Yin D. A framework and implementation of Customer Platform-connection manufactory to service (CPMS) model in product service system [J]. Journal of Cleaner Production, 2019, 230(798-819. (SCI )
[29] 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 )
[30] 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; proceedings of the Thirteenth International Tools and Methods of Competitive Engineering Symposium (TMCE 2020), 2020 [C].
[31] Zhang X, Ming X, Chen Z. Integration of AI technologies and logistics robots in unmanned port: A framework and application; proceedings of 2018 4th International Conference on Robotics and Artificial Intelligence, 2018 [C].
[32] Bao Y, Zhang X*, Wang C, Ming X. Further expansion from Smart Manufacturing System (SMS) to Social Smart Manufacturing System (SSMS) based on industrial internet [J]. Computers and Industrial Engineering, 2024, 191: 110119. (SCI )
[33] Bao Y, Ming X , Chen Z, Zhou T, Zhang X*. How to enable Human-centric Collaboration in Social Product Development paradigm: A practical and theoretical exploration [J]. Computers and Industrial Engineering, 2024, 198: 110632. (SCI )
[34] Wang C, Ming X, Gao X, and Zhang X*. Implementation path and reference model for Multilateral Data Circulation System (MDCS) in Datacentric Product Service System (DPSS) from an industrial practice survey [J]. Advanced Engineering Informatics, 2024, 64: 103085. (SCI )
[35] Jiang L, Ming X*, and Zhang X*. DT-DOFL: Digital Twin Empowered Decentralized Online Federated Learning for User-Centered Smart Healthcare Service Systems [J]. IEEE Transactions on Computational Social Systems. 2025: 1-15. (SCI )
[36] Liao X, Wang C, Qiu S*, Zhang X*, Jiang Z, Ming X*, and Xia M. A Neural-Symbolic Model for Fan Interpretable Fault Diagnosis On Steel Production Lines [J]. IEEE Internet of Things Journal. 2024, doi: 10.1109/JIOT.2024.3363654. (SCI )
[37] Bao Y, Zhang X*, Chen Z, Zhou T, and Ming X*. Platform service portfolio management (PSPM) of social digitalization platform for cloud-based collaborative product development ecosystem: A structural approach [J]. Advanced Engineering Informatics, 2024, 62: 102854. (SCI )
[38] 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. (SCI )
[39] 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. (SCI )
[40] Tong Q, Ming X, Zhang X*. The Realization for Automated Warehouse Based on the Integration of ERP and WMS; proceedings of the ICAL 2020: Proceedings of the 2020 the 7th International Conference on Automation and Logistics (ICAL), 2020 [C].
[41] GuoJun Sheng ,Chenggang Qin, LuCheng Chen, XiaoPing Lu, Jiahao Xu, Haoming Luo, Zhang X*. A Timewindow-Based Multi-AGV Path Planning Method Using Improved A Star Algorithm; proceedings of the IEEE 7th Information Technology, Networking, Electronic and Automation Control Conference, 2024 [C].
[42] Wang C, Ming X, Zhang X, Xu J. Data Space and LLM enabled decision-making support system: An application in drug development; proceedings of 2025 2nd International Conference on Electronic Engineering and Information Systems (EEISS 2025), 2025 [C].
[43] Liu R, Zhang X. Research on Optimization of Seaside Handling Plans for Automated Container Information System; proceedings of 2025 13th International Conference on Information Systems and Computing Technology (ISCTech 2025), 2025 [C].
[44] Sun Jinyu, Wu Le, Luo Haoming, Zhang X*. Research on the Framework of Intelligent Production Control Integration System for Automated Ports [J]. Port Navigation and Offshore Engineering, 2025, 62 (01): 12-17 .
[45] Luo Haoming, Leng Songle, Zhang X*. Research on Automated Port Container Allocation Based on Hybrid Genetic Algorithm [J]. Port Navigation and Offshore Engineering, 2025, 62 (01): 6-11.
[46] Tong Qingfei, Ming Xinguo, Zhang X*. Research on Enterprise Digital Transformation and Marketing System [J]. Science and Technology Innovation and Application, 2024, 14 (12): 90-95.
[47] Zhang X, Deep integration of industry and artificial intelligence is the only way [J]. Zhangjiang Science and Technology Review, 2022 (02): 51.
[48] Bao Y, Ming X, Zhang X, Tao Leng J, and Liu Y. F. Platform-based task assignment for social manufacturing (PBTA4SM): State-of-the-art review and future directions [J]. Journal of Manufacturing Systems, 2025, 78: 328-350. (SCI )
[49] 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. (SCI )
[50] 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. (SCI )
[51] 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. (SCI )
[52] Qu Y, Ming X, Qiu S, Liu Z, Zhang X, 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 Manufacture, 2021, 235(3): 568-79. (SCI )
[53] 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. (SCI )
[54] 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. (SCI )
[55] Yin D, Ming X, Zhang X. Sustainable and smart product innovation ecosystem: An integrative status review and future perspectives [J]. Journal of Cleaner Production, 2020, 274.
[56] 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). (SCI )
[57] Liu Z, Ming X, Qiu S, Qu Y, and Zhang X. A framework with hybrid approach to analyse system requirements of smart PSS toward customer needs and co-creative value propositions [J]. Computers and Industrial Engineering, 2020, 139. (SCI )
[58] Chen Z, Lu M, Ming X, Zhang X, et al. Explore and evaluate innovative value propositions for smart product service system: A novel graphics-based rough-fuzzy DEMATEL method [J]. Journal of Cleaner Production, 2020, 243. (SCI )
[59] Qu Y J, Ming X G, Liu Z W, Zhang X, 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. (SCI )
[60] Qu Y, Ming X, Qiu S, Liu Z, Zhang X, et al. Integrating fuzzy Kano model and fuzzy analytic hierarchy process to evaluate requirements of smart manufacturing systems [J]. Concurrent Eng Res Appl, 2019, 27(3): 201-12. (SCI )
[61] 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 Manufacture, 2019, 233(11): 2210-24. (SCI )
[62] Chen Z, Ming X, Zhang X, et al. A rough-fuzzy DEMATEL-ANP method for evaluating sustainable value requirement of product service system [J]. Journal of Cleaner Production, 2019, 228: 485-508. (SCI )
[63] 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. (SCI )
[64] Qu Y, Chu X, Ma Y, Zhang X . Lean Thinking and AI-Driven Smart Manufacturing Information Systems Design Method; proceedings of 2025 2nd International Conference on Electronic Engineering and Information Systems (EEISS 2025), 2025 [C].
[65] Wu H, Wu Z, He L, Zhang X. Knowledge graph-driven knowledge recommendation based on generative adversarial networks; proceedings of 2025 2nd International Conference on Electronic Engineering and Information Systems (EEISS 2025), 2025 [C].
[66] 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 Proceeding Series, 2019 [C].
[67] Qu Y J, Ming X G, Qiu S Q, Zhang X, 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, 2019 [C].
[68] 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, 2017 [C].
[69] Ye Jun, Luo Haoming, Zhang X. Research on Bridge Scheduling Model for Automated Port Berth Entry and Exit Container Modes Based on Improved Genetic Algorithm [J]. China Harbour Construction, 2023, 43 (12): 1-5+35.
[70] Gao Guyue, Wang Ruichang, Zhang X, Ming Xinguo. Research on Integrated Management Framework for Green Design of Complex Products [J]. Mechanical Design and Research, 2022, 38 (3): 152-157.
[71] Zhou Xinjie, Ming Xinguo, Chen Zhihua, Zhang X, etc. Design and Manufacturing Collaborative Framework Based on Models, Data, and Knowledge [J]. Computer Integrated Manufacturing Systems, 2019, 25 (12): 3116-3126. (EI)
[72] Zhou Jun, Wang Ruirui, Ming Xinguo, Zhang X. Analysis of the demand for intelligent manufacturing transformation of marine engineering equipment [J]. Mechanical Design and Research, 2021, 37 (3): 149-160.
[73] Qu Xinhuai, Zhang X, Ding Birong. Research and Implementation of Controllable Embedded Component Framework [J]. Computer Applications and Software, 2014,31 (02): 14-16+85.
Monographs:
[74] Ming Xinguo, Yin Dao, Zhang X. Theory and Method of Building and Operating Innovation Ecosystem for Intelligent Products [M]. Shanghai: Shanghai Science and Technology Press, 2024.
[75] Ming Xinguo, authored by Zheng Maokuan and Zhang X. Analysis, Design, and Delivery of Intelligent Product Service Ecosystem [M]. Shanghai: Shanghai Science and Technology Press, 2024.
[76] Ming Xinguo, Li Xiuzhen, Zhang X. Conceptual Design Method of Intelligent Products for Customer Value [M]. Shanghai: Shanghai Science and Technology Press, 2024.
[77] He Lina, Ming Xinguo, Zhang X. Personalized Product Design Driven by Customer Value [M]. Shanghai: Shanghai Science and Technology Press, 2024.
[78] Ming Xinguo, Zhang X. Industrial Big Data Technology and Demonstration Cases [M]. Wuhan: Huazhong University of Science and Technology Press, 2024.
[79] Yin Zhouping, Tao Bo (compiled). Industrial Internet of Things Technology and Applications [M]. Beijing: Tsinghua University Press, 2022, Chapter 7 (Ming Xinguo, Zhang X).
[80] Ming X, Xiao N, Yin D, …, Zhang X, et al. Improving Innovative Design of Industries in an All-Round Way [M]//LU Y, PAN Y, XU Z. Innovative Design of Manufacturing. Singapore; Springer Singapore. 2020: 61-85.
