Fangzhong Qi

PERSONAL PROFILE

Prof. Dr. Fangzhong Qi is Director of the Institute of Information Intelligence and Decision Optimization and Director of the Business Intelligence and Big Data Analysis Laboratory at Zhejiang University of Technology, where he also serves as Program Director of the Master's Program in Logistics Engineering and Management.

Academic Background & Professional Experience

• Ph.D. in Mechanical Engineering, Zhejiang University (1999–2003)

• Postdoctoral Researcher, School of Management, Zhejiang University (2006–2009)
  Participated in multiple national-level projects including the 863 Program, 973 Program, and National Innovation Fund

• Visiting Researcher, Fraunhofer Institute for Software and Systems Technology (ISST), Germany (2009–2010)

Honors & Recognitions

• Young and Middle-Aged Academic Leader, Higher Education Institutions of Zhejiang Province (2013)

• Young Scientist Training Program, Zhejiang Province (2013)

• Third-Level Talent, 151 Talent Project of Zhejiang Province (2005)

Research Focus

His research centers on Business Intelligence & Analytics, Supply Chain Management, and Collaborative Production Management, with emphasis on digital transformation and intelligent decision-making systems.

Academic Contributions

• Publications: 90+ peer-reviewed academic papers; 8 monographs and textbooks

• Intellectual Property: 10+ invention patents and software copyrights

• Research Projects: Core member in 30+ national, provincial, and ministerial-level research initiatives

Industry Impact & Applications

Successfully designed, implemented, and deployed 50+ digital and intelligent application systems for enterprises and government agencies across Zhejiang Province and beyond, delivering significant social and economic benefits through innovative system development and project management expertise.

Leadership & Service

• Vice President, Hangzhou Guoxin Institute of Big Data Application Research (2018–Present)

• Member, Zhejiang Provincial Professional Standardization Technical Committee

• Independent Director / Director, Multiple private and publicly-listed companies

• Member, China National Democratic Construction Association

TEACHING & CURRICULUM

Undergraduate Courses

• Business Intelligence

• Enterprise Resource Planning (ERP)

• Customer Relationship Management (CRM)

• Management Information Systems (MIS)

• Principles of Database Systems

Postgraduate Courses

• Management and Decision-Making in the Intelligent Era

• Business Intelligence and Big Data Analysis

• Logistics and Transportation Management

  International Logistics

  Logistics and Supply Chain Management

• Digital Economy and Finance

• Intelligent Manufacturing

• Logistics Management Practice

• Systems Engineering

• Advanced Logistics

Textbooks Authored/Co-authored

Monographs & Primary Authorship

1. Qi Fangzhong et al. Marine Logistics Management (2nd Edition). Beijing: Economic Science Press, June 2025.

2. Qi Fangzhong. Agricultural Product Logistics and Supply Chain Management. Beijing: Economic Science Press, December 2022.

3. Qi Fangzhong et al. Principles and Technologies of Customer Relationship Management (2nd Edition). Hangzhou: Zhejiang University Press, June 2011.
   📌 National Planning Textbook for the 11th Five-Year Plan of General Higher Education

Co-authored Textbooks

1. Zhou Gengui, Qi Fangzhong et al. Marine Logistics Management. Beijing: Economic Science Press, October 2016.

2. Management Information Systems. Beijing: China Machine Press, March 2012.
   📌 Key Textbook of Zhejiang Province Planning Textbook for the 12th Five-Year Plan of General Higher Education

3. Experimental Guide for Simulation Training of Economics and Management Majors. Hangzhou: Zhejiang University Press, March 2014.

TEACHING AND MENTORSHIP ACHIEVEMENTS

Student Development

• Supervised 140+ graduate students across multiple disciplines including Management Science and Engineering, Business Administration, Logistics Engineering and Management, Project Management, and Industrial Economics

• Mentored student teams to numerous national and provincial awards, including:

• National Business Case Competition (Belt and Road Initiative)

• National College E-Commerce Challenge

• National College Student E-Commerce Competition

• Provincial College Student Economic Management Case Competition

• University-Level Canal Cup Competition

Teaching Excellence

• Recognized as Excellent in Zhejiang University of Technology Teacher Teaching Performance Assessment (2020)

• Awarded Outstanding Instructor at Provincial College Student Economic Management Case Competition (2020)

Academic Leadership

• Founded the Big Data and Artificial Intelligence Application Association at Zhejiang University of Technology (2019), serving as faculty advisor to foster student research and innovation in emerging technologies

PI PROJECTS

I. NATIONAL-LEVEL PROJECTS

National Social Science Fund Key Project
 Digital Technology-Driven Development Mechanism and Path of Agricultural Product Processing Industry
 2024.09 - 2027.06

National Social Science Fund General Project
 Big Data-Based Traceable Quality and Safety Model and Operating Mechanism for China's Agricultural Products
 2018.07 - 2021.06

National Social Science Fund General Project
 Quality and Safety-Oriented Agricultural Products Logistics Service System Research
 2012.06 - 2015.06

II. PROVINCIAL-LEVEL PROJECTS

Provincial Academic Climbing Project for Young/Middle-aged Leaders
 PLM-Based Agricultural Products and Food Safety Management Strategies
 2013.07 - 2015.12

Provincial Science and Technology Plan Project
 Multi-Project Collaboration and Optimization Platform Design for Project-Based Manufacturing Environment
 2009.01 - 2011.12

Provincial Natural Science Foundation Project
 Multi-Project Collaboration and Optimization Methods in Project-Based Manufacturing Environment
 2008.01 - 2009.12

Key Project of Provincial Department of Education
 PLM-Based Multi-Project Collaboration Method and Architecture Research
 2008.01 - 2009.12

Provincial Social Science Federation Project
 Quality Traceability-Based Agricultural Products Logistics System Construction Strategies
 2008.07 - 2009.08

China Postdoctoral Science Fund Project
 Multi-Project Collaboration and Optimization Methods for Project-Based Manufacturing Enterprises
 2007.01 - 2008.06

Provincial Federation of Social Sciences Project
 Supply Chain Risk Management Strategies for Regional Alliance Enterprises
 2005.07 - 2006.06

Provincial Department of Education Research Project
 Collaborative Decision-Making System of Agile Supply Chain for Regional Alliances
 2004.09 - 2005.12

III. UNIVERSITY-LEVEL PROJECTS

University-Level Scientific Research Fund
 Marine Logistics Implementation Strategies for Regional Economic Development in Zhoushan
 2011.06 - 2011.11

Humanities and Social Sciences Pre-Research Fund Key Project
 Logistics Service Implementation and Process Management in Cloud Computing Environment
 2011.12 - 2013.12

IV. GOVERNMENT-COMMISSIONED PROJECTS

Intelligent Assessment and Risk Analysis of Import/Export Commodity Industry Chain
 2024.09 - 2024.12

Exploration and Research on Innovative Application of RWA Asset Digitalization in Hangzhou
 2025.06 - 2025.11

Evaluation of Business Environment and Night Economy in Hangzhou City (Phase I)
 2023.11 - 2024.01

Research on Implementing Xi Jinping's Thoughts on Ecological Civilization and Building Circular Economy Industrial System
 2023.05 - 2023.07

Reshaping Policy System for High-Quality Development of Manufacturing Industry
 2022.07 - 2022.12

Information Consulting Service Plan for Civic Center Digital Staff Canteen Project
 2021.09 - 2021.11

Consultation on Construction and Implementation of Smart Property Management Service Platform in Hangzhou
 2021.05 - 2021.10

Preparation of 14th Five-Year Plan Service Industry Development Plan in Wengan County
 2021.04 - 2021.08

Research on Promoting Digitalization and Intelligence of Traditional Industries and Cultivating Industrial Clusters in Hangzhou
 2020.07 - 2020.12

Research on Qiannan Prefecture's New Economy Development Plan
 2020.07 - 2020.09

Research on Qiannan Prefecture's Promotion of New Infrastructure Construction and Development
 2020.06 - 2020.09

Research on Decision Generation, Effect Evaluation and Self-Optimization Technology of Core Value Stream for Power Grid Enterprises
 2019.05 - 2020.12

Design and Implementation of Hangzhou's New Economy Evaluation Indicator System
 2018.09 - 2018.12

V. ENTERPRISE-COMMISSIONED PROJECTS

Research and Application of Digital and Intelligent Decision-Making System for Dynamic Sales Management
 2023.01 - 2025.04

Research on Marketing Strategies and Market Cultivation Based on Product Life Cycle Management
 2023.01 - 2024.10

Xiulu Cross-Border E-Commerce Big Data Application System (Phase I)
 2018.03 - 2018.12

Blue Intelligent Motor Vehicle Exhaust Gas Control Big Data Application System
 2017.11 - 2018.01

Brother Technology Commercial Big Data Analysis System Development and Implementation
 2016.07 - 2016.09

Weijian Pharmaceutical Business Analysis System Application and Implementation
 2016.05 - 2016.07

......

Co-I PROJECTS

I. NATIONAL-LEVEL PROJECTS

National Social Science Fund Key Project
 Theoretical System, Policy Framework and Practical Path of Low-Carbon Development for China's Manufacturing Industry
 2022.09 - 2027.12 | Contributor: 3/6

National Social Science Fund Key Project
 New Dilemmas, New Paths and Policy Optimization of Digital Transformation of Manufacturing Industry under Triple Pressures
 2022.09 - 2025.06 | Contributor: 3/9

National Natural Science Foundation of China General Project
 Collaborative Management and Evolutionary Game Mechanism of Agricultural Product Supply Chain Services and Quality Safety
 2014.01 - 2017.12 | Contributor: 2/8

National Natural Science Foundation of China General Project
 Closed-Loop Supply Chain Coordination and Network Optimization in Competitive Environment
 2010.01 - 2012.12 | Contributor: 3/8

National Natural Science Foundation of China General Project
 Intelligent Mobile Feature Management Strategies for Mobile Ad Hoc Networks and Mobile IP Integrated Networks
 2007.01 - 2009.12 | Contributor: 2/10

National Natural Science Foundation of China General Project
 Design and Optimization of Supply Chain Network Models with Reverse Logistics
 2007.01 - 2009.12 | Contributor: 3/8

National Natural Science Foundation of China General Project
 Intelligent Tracking Strategies and Routing Optimization for Mobile Stations in Mobile Networks
 2005.01 - 2007.12 | Contributor: 7/10

II. PROVINCIAL-LEVEL PROJECTS

Zhejiang Provincial Natural Science Foundation Project
 Reduction of Internet Users' Perceptions of Uncertainty: Theoretical Models and Empirical Research
 2015.01 - 2017.12 | Contributor: 2/5

Zhejiang Provincial Natural Science Foundation Project
 Policy Research on Modern Port Logistics Service System in Zhejiang Province
 2011.01 - 2012.12 | Contributor: 2/5

Zhejiang Provincial Department of Education Project
 Evolutionary Dynamics Analysis of Complex Economic Management Systems
 2012.01 - 2014.10 | Contributor: 2/4

Zhejiang Provincial Department of Education Project
 Influence Mechanism of Leadership Behavior in Informatization Implementation of SMEs in Zhejiang Province
 2008.01 - 2009.12 | Contributor: 3/5

Zhejiang Provincial Department of Education Project
 Planning and Optimization of Supply Chain Contract Models Based on Game Theory and MAS Technology
 2004.09 - 2005.12 | Contributor: 4/6

Zhejiang Provincial Social Science Planning Project
 Strategic Research on Supply Chain Reverse Logistics System for Regional Alliances
 2005.07 - 2007.09 | Contributor: 2/7

Zhejiang Provincial Social Science Planning Project
 Risk Measurement and Control of Financial and Real Estate Portfolio Investment Based on CVaR Model
 2005.07 - 2007.06 | Contributor: 3/7

Zhejiang Provincial Association for Science and Technology Annual Soft Science Research Project
 Quality and Safety System of Agricultural Products in Zhejiang Province
 2010.03 - 2010.12 | Contributor: 3/5

Zhejiang Provincial Science and Technology Department Project
 Logistics Implementation Strategy for Promoting Regional Economic Development
 2006.04 - 2007.12 | Contributor: 2/5

III. UNIVERSITY-LEVEL PROJECTS

University Foundation Project
 Inventory Decision Models of Two-Level Supply Chain for Seasonal Commodities
 2007.01 - 2008.12 | Contributor: 2/6

IV. ENTERPRISE-COMMISSIONED PROJECTS

Technical Services for Intelligent Management Research on Power Transmission and Transformation Project Construction Site
 2020.12 - 2021.06 | Contributor: 3/5

Pinzibiao Brand Talent Training Project
 2019.07 - 2020.10 | Contributor: 7/11

ERP Project of Fuyang City Power Supply Bureau, Zhejiang Province (Phase II)
 2004.09 - 2005.05 | Contributor: 2/3

ERP Project of Fuyang City Power Supply Bureau, Zhejiang Province (Phase I)
 2003.10 - 2004.05 | Contributor: 2/5

......

PUBLICATIONS

Monographs

1. Qi Fangzhong, Sun Yongjun, Zhong Zhigang. Agile Supply Chain Management: Strategy, Operation, and Implementation. Beijing: Science Press, September 2014. (In Chinese)

2. Qi Fangzhong, Zhou Gengui. Coordination Theory, Methods and Applications of Agricultural Product Supply Chain. Beijing: Economic Science Press, November 2022. (In Chinese)

Journal Articles

International Journals

1. Fangzhong Qi, Jingya Zhang, Yina Chen, Cong Cao*. Cultivating loyalty through logistics: the role of functional, emotional and social experiences in fresh agri-food E-commerce. British Food Journal, 2026, 128(1): 40-57.

2. Fang-Zhong Qi, Ruan-Hao Cai, Jian Cao. Early-warning system for wind turbine faults: improving its real-time performance using cyclic DBSMOTE and deep-learning algorithms. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2025, 47(2): 2557623.

3. Fangzhong Qi, Leilei Zhang, Kexiang Zhuo, Xiuyan Ma. Early Warning for Manufacturing Supply Chain Resilience Based on Improved Grey Prediction Model. Sustainability, 2022, 14(20): 13125.

4. QI Fangzhong, SHEN Chao, ZHOU Gengui. A hybrid solution for privacy protection and data security issues in E-Health. Acta Technica, 2017, 62(5B): 509-522.

5. Fangzhong QI, Dan HU, Leihong YE. A Resource Allocation Method for Multi-Project Management Based on Time Window and Critical Chain. Journal of Residuals Science and Technology, 2016, 13(6): 51.1-51.6.

6. Gengui Zhou, Zhenyu Cao, Fangzhong Qi, Jian Cao. A genetic algorithm approach on a logistics distribution system with uncertain demand and product return. World Journal of Modelling and Simulation, 2006, 2(2): 99-108.

Chinese Core Journals

7. Qi Fangzhong, Ruanhao Cai, Jian Cao*. Fault Warning System for Wind Turbines Based on Cyclic DBSMOTE and Multi-head Attention Mechanism. Acta Energiae Solaris Sinica, 2025, 46(11): 772-782. (In Chinese)

8. Zhang Jingya, Jia Mei, Qi Fangzhong, Deng Zihao, He Yuelai. Research on the Influence Mechanism of Agricultural Product Supply Chain Resilience. Science & Technology and Economy, 2025, 38(5): 41-45. (In Chinese)

9. Qi Fangzhong, Zhuo Kexiang, Zhang Jingya, Cao Jian. Short-term Wind Power Prediction System and Method Based on Multi-feature Fusion and Variational Mode Decomposition Optimization Algorithm. Systems Engineering-Theory & Practice, 2025, 45(3): 1047-1064. (In Chinese)

10. Zhang Huayao, Ni Yueyu, Qi Fangzhong. Research on the Impact of US Decoupling Policy on China's Intelligent Manufacturing. Studies in Science of Science, 2024, 42(7): 1409-1418. (In Chinese)

11. Qi Fangzhong, Tian Yuyang. Text Mining of Hotel Reviews Based on BERT and LDA Models. Computer Applications  and Software, 2023, 40(7): 71-76+90. (In Chinese)

12. Wang Jiacheng, Zhou Gengui, Qi Fangzhong. Evolutionary Game Analysis of Rural Illegal Land Occupation and Grassroots Cadres' Rent-seeking. Mathematics in Practice and Theory, 2023, 53(3): 106-116. (In Chinese)

13. Qi Fangzhong, Zhang Leilei. Research on Supply Chain Resilience Evaluation and Early Warning Based on Improved Grey Prediction Model. Industrial Technology & Economy, 2022, 41(12): 100-107. (In Chinese)

14. Qi Fangzhong, Zhuo Kexiang, Cao Jian. Short-term Wind Power Probability Density Prediction Method Based on Multi-layer Semantic Fusion Attention Mechanism. Acta Energiae Solaris Sinica, 2022, 43(11): 140-147. (In Chinese)

15. Zhou Jiakai, Qi Fangzhong. Simulation of Identification Method for Network Traffic Delay Characteristic Data. Computer Simulation, 2022, 39(5): 398-401, 460. (In Chinese)

16. Qi Fangzhong, Chen Yina, Chen Xinyi. Research on Customer Loyalty Influenced by Online and Offline Customer Experience in Fresh E-commerce. Modern Business, 2021, (18): 1-5. (In Chinese)

17. Tang Yini, Zhou Gengui, Qi Fangzhong. Research on External Financing Risk Avoidance in Supply Chain Based on Contract Farming. Jiangsu Agricultural Sciences, 2021, 49(3): 20-29. (In Chinese)

18. Xu Ronghua, Hu Renjie, Qi Fangzhong, Ma Qingguo. Construction of Enterprise Electricity Consumption Network and Analysis of Central Enterprises Based on Power-law Characteristics. Complex Systems and Complexity Science, 2021, 18(1): 38-47. (In Chinese)

19. Qi Fangzhong, Chen Xinyi, Wang Jiayi. Research on Consumer Behavior and Preferences for Traceable Information of Fresh Agricultural Products. Science & Technology and Economy, 2021, 34(1): 46-50. (In Chinese)

20. Qi Fangzhong, Yu Tingting, Zhu Guorong. PSO-SVR Electricity Demand Prediction Model Based on RFE  Feature Selection. Application Research of Computers, 2020,  S1: 105-107. (In Chinese)

21. Qi Fangzhong, Lin Shaoqian, Yu Tingting. Stock Price Prediction Model Based on PCA and IFOA-BP Neural Network. Computer Applications and Software, 2020, 37(1): 116-121, 156. (In Chinese)

22. Zhou Linan, Zhou Gengui, Qi Fangzhong et al. Research on Supply Chain Equilibrium of Fresh Agricultural Products Considering Consumer Preferences for Organic Products. Systems Engineering-Theory & Practice, 2019, 39(2): 360-371. (In Chinese)

23. Qi Fangzhong, Wang Junfeng, Hu Dan et al. Multi-project Network Model for Agile Software Development Based on Critical Chain. Mathematics in Practice and Theory, 2017, 47(7): 11-20. (In Chinese)

24. Qi Fangzhong, Wang Junfeng. Construction of Cloud Platform for Logistics Service and Analysis of Key Issues. Logistics Technology, 2015, 34(7): 259-261, 268. (In Chinese)

25. Qi Fangzhong, Weng Xiaobin, Wu Xiangming. Research on Talent Training Mode for Information Management Majors Focusing on Application Ability. Higher Education and Economy, 2015, 28(2): 19-24. (In Chinese)

26. Qi Fangzhong, Zhou Lili, Jiang Baozhen. Research on Benefit Distribution in Port and Shipping Logistics Service Supply Chain. China Water Transport, 2015, 15(3): 30-32, 22. (In Chinese)

27. Wang Junfeng, Zhao Wenbo, Qi Fangzhong. Regulatory Strategy for Quality and Safety of Agricultural Products in China: Based on Extended Supervision Game Model. Management & Administration, 2015, (2): 73-76. (In Chinese)

28. Bao Yafei, Xu Hutao, Qi Fangzhong, Zhou Qun. Research on Benefit Distribution in Farm-to-Supermarket Model. Management & Administration, 2015, (3): 113-115. (In Chinese)

29. Cui Houqing, Zhou Gengui, Qi Fangzhong, He Jinyin. Risk Control in Agricultural Product Supply Chain with Information Asymmetry Based on Options. Hubei Agricultural Sciences, 2014, 53(8): 1917-1921. (In Chinese)

30. Qi Fangzhong, Hu Dan, Ye Leihong. Research on Resource Allocation for Multi-project Management Based on Time Window and Critical Chain. Science and Technology Management Research, 2013, 7(13): 229-232. (In Chinese)

31. Li Bo, Pan Fengchai, Qi Fangzhong. Research on Incentive Mechanism of Engineering Project Supply Chain Based on Joint Procurement. Modern Marketing, 2013, (2): 24. (In Chinese)

32. Yuan Li, Qi Fangzhong. Analysis of Driving Factors of Consumer Cross-channel Free-riding Willingness. Enterprise Vitality, 2012, (12): 31-35. (In Chinese)

33. Yuan Li, Qi Fangzhong. Impact of Cross-channel Free-riding Behavior on Retailers' Price Competition. Management & Administration, 2012, (11): 117-120. (In Chinese)

34. Qi Fangzhong, Zheng Tingting, Pan Fengchai. Analysis of Agricultural Product Logistics Mode Based on Third-party E-commerce Platform. Agricultural Economy, 2012, (11): 106-108. (In Chinese)

35. Pan Fengchai, Qi Fangzhong, Zhou Lili. Research on County Cluster Economic Development Strategy Based on TOWS Matrix. Geography (Renmin University Reproduction), 2012, (5): 65-68. (In Chinese)

36. Qi Fangzhong, Zhang Nan. Research on Current Development Status of Logistics Industry in Zhejiang Province. Northern Economy, 2012, 6: 56-58. (In Chinese)

37. Shao Xiaqing, Qi Fangzhong. Research on SLA-based Monitoring Mechanism in Third-party Logistics Business Process. Industrial Technology & Economy, 2011, (10): 126-130. (In Chinese)

38. Ye Leihong, Qi Fangzhong. Research on Multi-project Resource Allocation Model Based on Critical Chain. Modern Economy, 2011, (8): 92-95. (In Chinese)

39. Ding Meiling, Qi Fangzhong. Research on Industrial Agglomeration of China's Textile Industry. Modern Economy, 2010, (2): 145-148, 133. (In Chinese)

40. Yu Da, Qi Fangzhong. Logistics Demand Forecasting Model Based on Grey Neural Network. Soft Science, 2009, 23(11): 132-135. (In Chinese)

41. Qi Fangzhong, Zhao Wenbo, Zhou Gengui. Research on Agricultural Product Logistics System Based on PLM. System Sciences and Comprehensive Studies in Agriculture, 2009, 25(3): 329-332, 335. (In Chinese)

42. Qi Fangzhong, Xu Lin, Ma Qingguo. Research on Implementation of Optimal Incentive Scheme in Agile Supply Chain Management. Mathematics in Practice and Theory, 2009, 39(5): 27-33. (In Chinese)

43. Qi Fangzhong, Zhao Wenbo, Zhou Gengui. Agricultural Product Logistics Mode Based on Regional Coordination Center. Agricultural Economy, 2009, (2): 85-87. (In Chinese)

44. Zhao Wenbo, Qi Fangzhong. Exploration of Approaches to Promote Development of Agricultural Product Logistics in Zhejiang Province. Logistics Technology, 2008, 27(4): 79-81. (In Chinese)

45. Qi Fangzhong, Guo Naihang, Zhou Gengui. Resource Allocation Strategy Based on Banker's Algorithm in Collaborative Manufacturing. Modern Manufacturing Engineering, 2007, (10): 1-3, 64. (In Chinese)

46. Qi Fangzhong, Guo Naihang, Zhou Gengui. Research on Knowledge-based Risk Control System in Collaborative Manufacturing Network. Modern Manufacturing Engineering, 2007, (9): 1-5, 28. (In Chinese)

47. Qi Fangzhong, Zhong Lingyan, Pan Xiaohong. Research on Process and Method of Agile Supply Chain Performance Evaluation. Computer Integrated Manufacturing Systems, 2006, 12(9): 1472-1476. (In Chinese)

48. Qi Fangzhong, Liu Duanyang, Pan Xiaohong. Benefit Distribution Strategy and Implementation in Supply Chain Considering Risk Factors. Commercial Research, 2006, (13): 16-19. (In Chinese)

49. Qi Fangzhong, Weng Xiaobin, Pan Xiaohong. Dynamic Alliance Performance Evaluation Method Based on Fuzzy Comprehensive Evaluation. Science & Technology Progress and Policy, 2006, 23(4): 110-113. (In Chinese)

50. Qi Fangzhong, Pan Xiaohong, Weng Xiaobin. Structure and Design of MAS in Collaborative Decision-making System for Agile Supply Chain. Computer Engineering, 2005, 31(11): 228-231. (In Chinese)

51. Qi Fangzhong, Weng Xiaobin, Pan Xiaohong. Framework Research on Collaborative Decision-making System in Agile Supply Chain Management. China Mechanical Engineering, 2004, 33(8): 82-85. (In Chinese)

52. Qi Fangzhong, Wang Zhengxiao, Pan Xiaohong, Cheng Yaodong, Sun Yongjun. Data Warehouse Architecture and Decision Support System in CIMS Environment. High Technology Letters, 2003, 13(12): 57-61. (In Chinese)

53. Qi Fangzhong, Pan Xiaohong, Cheng Yaodong, Zhong Zhigang, Sun Yongjun. Research on Multi-Agent Collaboration Mechanism in Agile Supply Chain Environment. Systems Engineering-Theory & Practice, 2003, 23(2): 51-56. (In Chinese)

54. Qi Fangzhong, Wang Zhengxiao, Pan Xiaohong, Cheng Yaodong, Sun Yongjun. Research on Workflow Management System Framework for Agile Supply Chain. China Mechanical Engineering, 2002, 13(9): 750-755. (In Chinese)

55. Qi Fangzhong, Wang Zhengxiao, Sun Yongjun. Project Task Decomposition and Schedule Control Strategy in Virtual Enterprise Environment. Application Research of Computers, 2002, 19(8): 31-33, 36. (In Chinese)

56. Qi Fangzhong, Wang Zhengxiao, Sun Yongjun. Project Scheduling and Execution Strategy in Virtual Enterprise Operation Process. Computer Engineering, 2002, 28(5): 70-71, 110. (In Chinese)

57. Qi Fangzhong, Pan Xiaohong, Cheng Yaodong, Sun Yongjun. Workflow Management System Supporting Virtual Enterprise Project Management. Computer Engineering and Applications, 2001, 37(22): 25-28. (In Chinese)

Conference Proceedings

58. Kexiang Zhuo, Peiwu Zhuo, Jingya Zhang, Fangzhong Qi, Jun Yang*. A Wind Power Prediction Model Based on Recurrent Highway      Network and Multi-layer Semantic Fusion Attention Mechanism. 2024 IEEE 3rd International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA), Changchun, China, February 27-29, 2024.

59. Jianyi Zhao, Mi Li, Jingya Zhang, Fangzhong Qi*. A Demand Forecasting Method for High Value-added Agri-food Based on Machine Learning and Time Series Analysis. 3rd Annual International Conference on Computer Science and Automation Technology (CSAT2023), Shanghai, China, October 6-8, 2023.

60. Fang-zhong Qi, Jia-lin Zheng. A Stackelberg Game Model with Supply Chain Option Contracts under Random Yield and Stochastic Demand. 2017 2nd International Conference on Communications, Information Management and Network Security (CIMNS2017),      November 2017.

61. Fang-zhong Qi, Jun-feng Wang. Construction of a Cloud Computing Platform for Medical Logistics Service. 2014 7th International Conference on BioMedical Engineering and Informatics (BMEI 2014), Dalian, October 2014.

62. Fang-zhong QI, Jun-feng WANG, Xiao-bin WENG. Construction and Exploration of Information Management and Information System Experimental Course System. 2014 International Conference on Education and Management Science (ICEMS2014), Beijing, August 19-20, 2014, Part 1: 83-88.

63. Fangzhong QI, Dan HU, Leihong YE. A Resource Allocation Method for Multi-Project Management Based on Time Window and Critical Chain. International Conference on Management and Information Technology (CMIT2013), Yichang, October 26-28, 2013: 664-671.

64. Ye Xuhong, Chen Dan, Qi Fangzhong. A Empirical Study Of Online Shopping Intention In C2C E-Commerce: based on      the perspective of college students' value orientation. 2012 3rd International Conference on E-Business and E-Government (ICEE), May 11-13, 2012: 3133-3137.

65. Fangzhong Qi, Da Yu, et al. A Logistics Demand Forecasting Model Based on Grey Neural Network. 2010 Sixth International Conference on Natural Computation (ICNC'10), Volume 3: 1488-1492.

66. Gengui Zhou, Zhenyu Cao, Fangzhong Qi, Feng Ye. TOC-based approach on a decision-making model of recycling reverse logistics. IEEE International Conference on Service Operations and Logistics, and Informatics, 2008: 1170-1174.

67. Jianfei Qian, Hua Chen, Yuewei Ding, Fangzhong Qi. A case-based reasoning method for processing model recognition and reuse in program comprehension. 2006 International Conference on Computational Intelligence and Security (ICCIAS 2006): 113-116.

68. Qinming He, Jianfei Qian, Hua Chen, Fangzhong Qi. Software Planned Learning and Recognition Based on the Sequence Learning and NARX Memory Model of Neural Network. First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06), Volume 2: 429-432.

69. Fangzhong Qi, Gengui Zhou, Xiaohong Pan. A Multi-Agent System Framework for Supply Chain Management under District Alliance Setting. International Symposium on Programing Languages for Machine Tools 2006: 334-343.

Patents & Software Copyrights

Invention Patents

1. Qi Fangzhong, Zhuo Kexiang, Cao Cong. Wind Farm Power Generation Prediction Method Based on Machine Learning Algorithm. Patent No. ZL202210467269.5, October 2022.

2. Qi Fangzhong, Zhou Jiakai et al. Financing Decision Method for Power Grid Enterprises Based on Machine Learning Algorithm. Publication No. CN112884590A, June 1, 2021.

3. Cao Cong, Qi Fangzhong et al. Evaluation Method of Trusted Third Party in the Digital Economy Environment. AU 2021100280, March 31, 2021.

Software Copyrights

4. Qi Fangzhong, Yu Chenjun, Zhu Lingting. Interactive Behavioral Experiment Management Platform System V1.0 (2021SR1900842), November 25, 2021.

5. Qi Fangzhong, Zhao Jianyi, Jiang Chunping. Smart Agricultural Product Service Platform System [Short Name: Agricultural Product Service Platform] V1.0 (2023SR0450352), April 7, 2023.

6. Chen Mingliang, Qi Fangzhong. Alumni Service Cloud Platform Software for Social Networks V1.0 (2012SR081562), August 31, 2012.

7. Ye Xuhong, Qi Fangzhong et al. Community Resident Service Platform Software Based on SNS V1.0 (2012SR028938), April  13, 2012.

PROFESSIONAL SERVICE & COMMUNITY ENGAGEMENT

Academic & Research Institutions

• Vice President, Hangzhou Guoxin Institute of Big Data Application Research (2018–Present)

Standardization & Professional Committees

• Member, Zhejiang Provincial Professional Standardization Technical Committee

Corporate Governance

• Director / Independent Director of multiple private and publicly-listed companies