基本信息
姓名 李志
Email piersli@foxmail.com
教育背景
2009.01-2013.05 工學博士 香港大學，工程學院，工業與制造系統工程系
2001.09-2005.07 工學學士 華中科技大學，機械學院，機械制造及其自動化系
工作經曆
2013.06-至今 太阳成集团tyc234cc講師、副教授、教授
研究方向
人工智能與知識工程、大數據、區塊鍊、工業物聯網
科研項目
1. 2017-2018，企業項目“醫藥制造區塊鍊”主持人
2. 2017-2018，企業項目“服務機器人雲操作系統”主持人
3. 2015-2017, 國家自然科學基金項目“基于粗糙概念格理論的多尺度模具知識發現及重用方法研究”主持人
4. 2016-2018, 廣東省科技廳應用型科技研發專項“面向虛拟産業集群的社交化企業大數據服務平台的研發與規模應用”，高校主持人
5. 2016，中韓商務信用認證（CKA）物聯網平台研發及應用，主持人。
6. 2014-2017，企業項目，基于物聯網的消費者連接平台，主持人，推廣應用于27家企業。
7. 2009-2012，參與完成2008年廣東省現代信息服務業發展專項資金扶持項目“模具産品服務系統信息服務協同平台”的開發工作
8. 2009-2010，參與香港創新科技署項目“珠三角加工貿易企業基于RFID的實時制造信息平台核心技術”的研發工作
發表論文
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.(SCI&EI)
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.(SCI&EI)
3. 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. (SCI&EI)
4. 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. (SCI&EI)
5. 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. (SCI&EI)
6. 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. (SCI&EI)
7. 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., (SCI&EI)
8. Li, Z., Zhou, X., Wang, W.M. et al. An ontology-based product design framework for manufacturability verification and knowledge reuse. International Journal of Advanced Manufacturing Technology (2018). https://doi.org/10.1007/s00170-018-2099-2 (SCI&EI)
9. Li, Z., & Ni, J*. (2018). Dynamic product innovation and production decisions under quality authorization. Computers & Industrial Engineering, 116, 13-21. (SCI&EI)
10. 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. (SCI&EI)
11. 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. (SCI&EI)
12. 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. (SCI&EI)
13. 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. (SCI&EI)
14. 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. (SCI&EI)
15. 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. (SCI&EI)
16. 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. (SCI&EI)
17. 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. (SCI&EI)
18. 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(SCI&EI)
19. 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. (SCI&EI)
20. 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. (SCI&EI) )
21. Hassannia, R., Barenji*, A.V., Li, Z. and Alipour., H. (2019). Web-Based Recommendation System for Smart Tourism: Multiagent Technology. Sustainability, 2019, 11(2), 323. (SCI&EI)
22. 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. (SCI&EI)
23. 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. (SCI&EI)
24. 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. (SCI&EI)
25. 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. (SCI&EI)
26. 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. (SCI&EI)
27. 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. (SCI&EI)
28. 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. (SCI&EI)
29. Huang, G.*, Qu, T., Zhong, R., Li, Z., Yang, H., Zhang, Y., Chen, X. (2011). Establishing production service system and information collaboration platform for mold and die products. The International Journal of Advanced Manufacturing Technology, 52(9), 1149-1160. (SCI&EI)
30. Zhang, T., Huang, G. Q.*, Qu, T., & Li, Z. (2013). Headquarter-centered common sourcing management through Order Coordination and consolidation. Computers & Operations Research 40(8): 2011-2025. (SCI&EI)
已授權發明專利
1. 基于NSGA-II的輪胎模具加工及裝配集成優化方法，2014103184577，第一發明人。
2. 一種基于物聯網大數據處理方法、系統及服務處理端，2016108394212，第一發明人。
3. 模具設計與制造的知識服務系統及方法，2015101876474，第一發明人。
4. 基于BP神經網絡的二維碼防僞預測裝置和方法，2016108435208，第一發明人。
5. 一種智能倉儲中運輸設備任務分配的方法及裝置，2016108405185，第一發明人。
指導學生主要獲獎情況
1. 2018年“挑戰杯·創青春”大學生創業計劃競賽，2018年11月，第一指導老師，金獎，共青團中央，國家級。
2. 2019年“挑戰杯”大學生創業計劃競賽，2019年6月，第一指導老師，特等獎，共青團廣東省委員會，省級。
3. 2018年“挑戰杯·創青春” 廣東大學生創業大賽，2018年5月，第一指導老師，金獎，共青團廣東省委員會，省級。
4. 第四屆中國“互聯網+”大學生創新創業大賽，2018年8月，第一指導老師，銅獎，廣東省教育廳，省級。
5. 赢在廣州第六屆大學生創業大賽，2017年9月，第一指導老師，銀獎，廣東省教育廳，省級。
6. 第三屆中國“互聯網+”大學生創新創業大賽，2017年8月，第一指導老師，銀獎，廣東省教育廳，省級。
