基本信息

    姓名        李志

    Email       piersli@foxmail.com

教育背景

2009.01-2013.05 工学博士 香港大学，工程学院，工业与制造系统工程系

2001.09-2005.07 工学学士 华中科技大学，机械学院，机械制造及其自动化系

 

工作经历

2013.06-至今   广东工业大学讲师、副教授

 

研究方向

人工智能与知识工程、大数据、区块链、工业物联网

 

科研项目

1. 2021-2024，国家自然科学基金面上项目“面向制造区块链的价值建模与制造资源跨层级管控机制”主持人。

2. 2017-2018，企业项目“医药制造区块链”主持人

3. 2017-2018，企业项目“服务机器人云操作系统”主持人

4. 2015-2017, 国家自然科学基金项目“基于粗糙概念格理论的多尺度模具知识发现及重用方法研究”主持人

5. 2016-2018, 广东省科技厅应用型科技研发专项“面向虚拟产业集群的社交化企业大数据服务平台的研发与规模应用”，高校主持人

6. 2016，中韩商务信用认证（CKA）物联网平台研发及应用，主持人。

7. 2014-2017，企业项目，基于物联网的消费者连接平台，主持人，推广应用于27家企业。

8. 2009-2012，参与完成2008年广东省现代信息服务业发展专项资金扶持项目“模具产品服务系统信息服务协同平台”的开发工作

 

发表论文

发表SCI论文40多篇，其中第一作者及通讯作者近30篇，谷歌学术被引次数900多次。

1. Li, Z., Guo, H., Wang, W. M.*, Guan, Y., Vatankhah Barenji, A., Huang, G. Q., McFall, K. S., Chen, X. (2019). A Blockchain and AutoML Approach for Open and Automated Customer Service. IEEE Transactions on Industrial Informatics. (JCR Q1)

2. Li, Z., Vatankhah Barenji, A. *, Huang, G. Q. (2018). Toward a blockchain cloud manufacturing system as a peer to peer distributed network platform. Robotics and Computer Integrated Manufacturing, 54,133-144. (JCR Q1)

3. Li, Z., Guo, H., Barenji, A. V., Wang, W. M., Guan, Y., & Huang, G. Q. (2020). A sustainable production capability evaluation mechanism based on blockchain, LSTM, analytic hierarchy process for supply chain network. International Journal of Production Research, 1-21. (JCR Q1)

4. Li, Z., Vatankhah Barenji, A., Jiang, J.Z. Zhong, R.Y. Xu, G.Y. (2018). A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand. Journal of Intelligent Manufacturing. (JCR Q1)

5. Li, Z., & Ni, J*. (2018). Dynamic product innovation and production decisions under quality authorization. Computers & Industrial Engineering, 116, 13-21. (JCR Q1)

6. Li, Z., Wang, W. M*., Liu, G., Liu, L., He, J., & Huang, G. Q. (2018). Toward open manufacturing: A cross-enterprises knowledge and services exchange framework based on blockchain and edge computing. Industrial Management & Data Systems, 118(1), 303-320. (JCR Q2)

7. Li, Z., Tian, Z. G., Wang, J. W., Wang W. M. & Huang, G. Q. (2018) Dynamic mapping of design elements and affective responses: a machine learning based method for affective design, Journal of Engineering Design, 29(7), 358-380. (JCR Q2)

8. Li, Z., Liu, G., Liu, L., Lai, X., & Xu, G*. (2017). IoT-based tracking and tracing platform for prepackaged food supply chain. Industrial Management & Data Systems, 117(9), 1906-1916. (JCR Q2)

9. Li, Z., Wang, Z. G. Tian, J. W. Wang, W. M*. (2019). Extraction of affective responses from customer reviews: An opinion mining and machine learning approach. International Journal of Computer Integrated Manufacturing. (JCR Q2)

10. Li, Z., Zhong, R. Y., Barenji, A. V., Liu, J. J., Yu, C. X., & Huang, G. Q. (2019) Bi-objective Hybrid Flow Shop Scheduling with Common Due Date. International Journal of Operational Research, 1-26. (JCR Q3)

11. Li, Z., Liu, X., Wang, W. M., Vatankhah Barenji, A., & Huang, G. Q. (2018). CKshare: secured cloud-based knowledge-sharing blockchain for injection mold redesign. Enterprise Information Systems, 1-33. (JCR Q3)

12. Li, Z., Zhou, X., Wang, W.M. et al. (2018). An ontology-based product design framework for manufacturability verification and knowledge reuse. International Journal of Advanced Manufacturing Technology. (JCR Q2)

13. Li, Z., He, J., Lai, X., Huang, Y., Zhou, T., Vatankhah Barenji, A., & Wang, W. M*. (2017). Evaluation of product recyclability at the product design phase: a time-series forecasting methodology. International Journal of Computer Integrated Manufacturing, 31(4-5), 457-468. (JCR Q2)

14. Li, Z., Huang, G. Q., Fang, J., & Qu, T.*. (2014). Ontology-based dynamic alliance services (ODAS) in production service system. International Journal of Computer Integrated Manufacturing, 27(2), 148-164. (JCR Q2)

15. Barenji, A. V., Guo, H., Wang, Y., Li, Z.*, & Rong, Y. (2020) Toward blockchain and fog computing collaborative design and manufacturing platform: Support customer view. Robotics and Computer-Integrated Manufacturing, 67, 102043. (JCR Q1)

16. Farooque, M., Jain, V., Zhang, A., & Li, Z.* (2020). Fuzzy DEMATEL analysis of barriers to Blockchain-based life cycle assessment in China. Computers & Industrial Engineering. (JCR Q1)

17. Vatankhah Barenji, A., Li, Z.*, Guo, H., Wang, W. M., Huang, G. Q., Guerra-Zubiaga, D. A. Blockchain-Based Ubiquitous Manufacturing: A Secure and Reliable Cyber-Physical System. (2020) International Journal of Production Research. (JCR Q1)

18. Vatankhah Barenji, A., Liu, X., Guo, H., Li, Z.*. (2020). A digital twin-driven approach towards smart manufacturing: reduced energy consumption for a robotic cellular. International Journal of Computer Integrated Manufacturing, 27(2), 148-164. (JCR Q2)

19. Barenji, A. V., Wang, W. M., Li, Z. *, & Guerra-Zubiaga, D. A. (2019). Intelligent E-commerce logistics platform using hybrid agent based approach. Transportation Research Part E: Logistics and Transportation Review, 126, 15-31. (JCR Q1)

20. Wang, W.M., Wang, J.W. Li, Z.*, Tian, Z.G., Tsui, E. (2019). Multiple affective attribute classification of online customer product reviews: A heuristic deep learning method for supporting Kansei engineering. Engineering Applications of Artificial Intelligence, 85, 33-45. (JCR Q1)

21. Wang, W. M., Tian, Z. G., Li, Z. *, Wang, J. W., Vatankhah Barenji, A., & Cheng, M. N. (2019). Supporting the construction of affective product taxonomies from online customer reviews: an affective-semantic approach. Journal of Engineering Design, 1-32. (JCR Q2)

22. Vatankhah Barenji, A., Li, Z.*. (2019) An agent-based approach to dynamic scheduling and control for a flexible system. International Journal of Industrial Engineering: Theory, Applications and Practice. 26, 251-263. (JCR Q4)

23. Wang, W. M., Wang, J.W. Vatankhah Barenji, A., Li, Z.*, Tsui, E. (2018) Modeling of individual customer delivery satisfaction: an AutoML and multi-agent system approach, Industrial Management & Data Systems. (JCR Q2)

24. Wang, W. M., Li, Z.*, Tian, Z. G., Wang, J. W., & Cheng, M. N. (2018). Extracting and summarizing affective features and responses from online product descriptions and reviews: A Kansei text mining approach. Engineering Applications of Artificial Intelligence, 73, 149-162. (JCR Q1)

25. Wang, W. M., Li, Z.*, Liu, L., Tian, Z., Tsui, E. (2018). Mining of affective responses and affective intentions of products from unstructured text. Journal of Engineering Design,29(7),404-429. (JCR Q2)

26. Duan, J., Zhang, C., Gong, Y., Brown, S., & Li, Z. (2020). A Content-Analysis Based Literature Review in Blockchain Adoption within Food Supply Chain. International Journal of Environmental Research and Public Health, 17(5), 1784. (JCR Q1)

27. Wang, W. M*., Li, Z., Wang, J. W., & Zheng, Z. H. (2017). How far we can go with extractive text summarization? heuristic methods to obtain near upper bounds. Expert Systems with Applications, 90, 439–463. (JCR Q1)

28. Yu, C., Wong, T. N., & Li, Z. (2017). A hybrid multi-agent negotiation protocol supporting supplier selection for multiple products with synergy effect. International Journal of Production Research, 55(1), 18-37. (JCR Q1)

29. Zhai, Y., Zhong, R. Y., Li, Z., & Huang, G. (2016). Production lead-time hedging and coordination in prefabricated construction supply chain management. International Journal of Production Research, 55(14), 3984-4002. (JCR Q1)

30. Pang, L. Y., Li, Z., Huang, G. Q., Zhong, R. Y., Pan, Y., & Qu, T. (2014). Reconfigurable auto-ID enabled software as a service (SaaS) shell for real-time fleet management in industrial parks. Journal of Computing in Civil Engineering, 29(2), 04014032. (JCR Q1)

31. Zhong, R. Y., Li, Z., Pang, L. Y., Pan, Y., Qu, T., & Huang, G. Q. (2013). RFID-enabled real-time advanced planning and scheduling shell for production decision making. International Journal of Computer Integrated Manufacturing, 26(7), 649-662. (JCR Q2)

32. Fang, J., Qu, T., Li, Z., Xu, G. Y., & Huang, G. Q. (2013). Agent-based Gateway Operating System for RFID-enabled ubiquitous manufacturing enterprise. Robotics and Computer-Integrated Manufacturing, 29(4), 222-231. (JCR Q1)

33. Fang, J., Huang, G. Q., & Li, Z. (2013). Event-driven multi-agent ubiquitous manufacturing execution platform for shop floor work-in-progress management. International Journal of Production Research, 51(4), 1168-1185. (JCR Q1)

 

已授权发明专利

1. 基于NSGA-II的轮胎模具加工及装配集成优化方法，2014103184577，第一发明人。

2. 一种基于物联网大数据处理方法、系统及服务处理端，2016108394212，第一发明人。

3. 模具设计与制造的知识服务系统及方法，2015101876474，第一发明人。

4. 基于BP神经网络的二维码防伪预测装置和方法，2016108435208，第一发明人。

5. 一种智能仓储中运输设备任务分配的方法及装置，2016108405185，第一发明人。

 

指导学生主要获奖情况

1. “挑战杯·创青春”大学生创业计划竞赛，2018年11月，第一指导老师，金奖，共青团中央，国家级。

2. “挑战杯”大学生创业计划竞赛，2019年6月，第一指导老师，特等奖，共青团广东省委员会，省级。

3. “挑战杯·创青春” 广东大学生创业大赛，2018年5月，第一指导老师，金奖，共青团广东省委员会，省级。

4. 第四届中国“互联网+”大学生创新创业大赛，2018年8月，第一指导老师，铜奖，广东省教育厅，省级。

5. “赢在广州”第六届大学生创业大赛，2017年9月，第一指导老师，银奖，广东省教育厅，省级。

6. 第三届中国“互联网+”大学生创新创业大赛，2017年8月，第一指导老师，银奖，广东省教育厅，省级。