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姓名：胡洁 职称：教授 系别：机械制造及其自动化 联系方式：hujie@sjtu.edu.cn 单位：设计学院 研究领域：研究方向为设计形态学、创新设计等 |
个人简况
胡洁，上海交通大学长聘教授、博士生导师、设计学院常务副院长、创新设计研究院院长。国家社科重大项目“设计形态学研究”首席专家，上海交通大学“创新设计”一流学科群负责人，上海交通大学“设计学”博士点负责人。上海市闵行区知联会会长、中国工业设计协会副会长、上海市现代设计法研究会副理事长、中国数字艺术设计专家委员会副主任、中国电子视像行业协会数字影像创意委员会副会长、中国数字艺术设计专家委员会上海专委会主任、全国高校人工智能艺术专家委员会副主任、中国工业设计十佳教育工作者、上海交通大学本科教学指导委员会委员。
2001年毕业于浙江大学，获博士学位；2003年11月从清华大学博士后出站；2003年12月进入上海交通大学工作；2009年被聘为教授；2015年任上海交通大学教务处副处长；2017年任上海交通大学设计学院常务副院长；2019年任兰州理工大学副校长（挂职）。
以项目负责人主持了1项国家社科基金重大项目、6项“设计学”方向的国家自然科学基金、1项国家973计划课题、1项国家863计划、1项国家创新方法专项、2项国家重大科学仪器专项课题等。教育部“新世纪优秀人才支持计划”、上海市曙光学者、上海市优秀技术带头人。曾获上海市科技进步一等奖、上海市高等教育教学成果奖一等奖。出版著作5部，发表论文161 篇（其中SCI 论文64 篇），SCI 他引298 次，google 学术他引953 次。发明专利授权16 项、公开25 项，软件著作权授权17 项，指导博士生21名。研究方向为设计形态学、创新设计等。
学术专著
1. 胡洁，彭颖红，戚进. 知识融合理论与方法. 上海: 上海交通大学出版社. 2018.
2. 胡洁，彭颖红. 企业信息化与知识工程. 上海: 上海交通大学出版社. 2010.（获校级教材立项）
3. 彭颖红，胡洁. KBE技术及其在产品设计中的应用. 上海: 上海交通大学出版社. 2007.
学术论文
以第一作者和通讯作者*发表SCI检索的代表性论文：
1. Hu Jie*, Ma Jin, Feng Jinfeng, Peng Yinghong, Research on new creative conceptual design system using adapted case-based reasoning technique, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 2017, 31(1): 16-29. (SCI)
2. Zhu Guo-Niu, Hu Jie*, Qi Jin, He Tao, Peng Yinghong, Change mode and effects analysis by enhanced grey relational analysis under subjective environments, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 2017, 31(2): 207-221. (SCI)
3. Qi, Jin, Hu, Jie*, Peng, Yinghong, A modularized case adaptation method of case-based reasoning in parametric machinery design, Engineering Applications of Artificial Intelligence, 2017, 64: 352-366. (SCI)
4. Zheng Kai, Yang Ren-Jye, Xu Hongyi,HuJie*, A new distribution metric for comparing Pareto optimal solutions, Structural and Multidisciplinary Optimization, 2017, 55(1): 53-62. (SCI)
5. Xia Peng, Hu Jie*, Peng Yinghong, EMG-based estimation of limb movement using deep learning with recurrent convolutional neural networks, Artificial organs, 2017, DOI: 10.1111/aor.13004 (SCI)
6. Tian Pan, Hu Jie*, Qi Jin, Ye Xian,CheDatian, Ding Ying, Peng Yinghong, A hierarchical classification method for automatic sleep scoring using multiscale entropy features and proportion information of sleep architecture, Biocybernetics and Biomedical Engineering, 2017, 37(2): 263-271. (SCI)
7. Ma Jin, Hu Jie*, Feng Jin-Feng, Qi Jin, Peng Yinghong, Constrained FBS knowledge cell model, representation, and applications for conceptual design, Proceedings of the Institution of Mechanical Engineers - Part C: Journal of Mechanical Engineering Science, 2016, 230(11): 1773-1786. (SCI)
8. Qi Jin, Hu Jie*, Peng Yinghong. Hybrid weighted mean for CBR adaptation in mechanical design by exploring effective, correlative and adaptative values. Computers in Industry. 2016, 75: 58-66.（SCI）
9. Hu Jie*, Qi Jin, Peng Yinghong. Predicting electrical evoked potential in optic nerve visual prostheses by using support vector regression and case-based prediction. Information Sciences. 2015, 290: 7–21.（SCI）
10. Hu Jie*, Zheng Kai. A novel support vector regression for data set with outliers. Applied Soft Computing. 2015, 31: 405–411.（SCI）
11. Hu Jie*, Qi Jin, Peng Yinghong. New CBR adaptation method combining with problem–solution relational analysis for mechanical design. Computers in Industry. 2015, 66: 41-51.（SCI）
12. Hu Jie*, Xia Peng, GuChaochen, Qi Jin, Li Sheng, Peng Yinghong. Recognition of similar objects using simulated prosthetic vision. Artificial Organs. 2014, 38(2): 159-167.（SCI）
13. Zhu Guoniu, Hu Jie*, Qi Jin, Peng Yinghong. An integrated AHP and VIKOR for design concept evaluation based on rough number. Advanced Engineering Informatics. 2015, 29(3): 408-418.（SCI）
14. Zhu Guoniu, Hu Jie*, Qi Jin, Ma Jin, Peng Yinghong. An integrated feature selection and cluster analysis techniques for case-based reasoning. Engineering Applications of Artificial Intelligence. 2015, 39: 14-22.（SCI）
15. Xia Peng, Hu Jie*, Peng Yinghong. Adaptation to Phosphene Parameters Based on Multi‐Object Recognition Using Simulated Prosthetic Vision. Artificial organs. 2015, 39(12):1038-1045.（SCI）
16. GuChaochen, Wu Kaijie, Hu Jie*, Cheng Hao, Guan Xinping. Region sampling for robust and rapid autofocus in microscope. Microscopy Research and Technique.2015,78(5):382-390.（SCI）
17. GuChaochen, Hu Jie*, Wu Kaijie, Zhu Guoniu, Peng Yinghong. Quantitative behavioral knowledge modeling for functional case adaptation. Research in Engineering Design. 2015, 26(4): 309-326.（SCI）
18. Tian Pan, Hu Jie*, Qi Jin, et al. Application of multi-output support vector regression on EMGs to decode hand continuous movement trajectory. Bio-Medical Materials and Engineering. 2015, 26(1): 575-582（SCI）
19. Xia Peng, Hu Jie*, Qi Jin, et al. MEMS-based system and image processing strategy for epiretinalprosthesis.Bio-Medical Materials and Engineering. 2015, 26(1): 1257-1263.（SCI）
20. Ma Jin, Hu Jie*, Feng Jingfeng, Qi Jin, Peng Yinghong. Constrained FBS knowledge cell model, representation, and applications for conceptual design. Journal of Mechanical Engineering Science. 2015,230(11):1773-1786.(SCI)
21. Zheng Kai, Hu Jie*, Zhan Zhenfei, Ma Jin, Qi Jin. An enhancement for heuristic attribute reduction algorithm in rough set. Expert Systems with Applications. 2014, 41(15): 6748–6754.（SCI）
22. Ma Jin, Hu Jie*, Peng Yinghong. Knowledge-based functional conceptual design: Model, representation, and implementation. Concurrent Engineering: Research and Applications.2013, 21(2):103-120.（SCI）
23. Qi Jin, Hu Jie*, Peng Yinghong. A new adaptation method based on adaptability under k-nearest neighbors for case adaptation in case-based design. Expert Systems with Applications. 2012, 39(7): 6485–6502.（SCI）
24. Guo Yuan, Hu Jie*, Peng Yinghong. A CBR system for injection mould design based on ontology: A case study. Computer Aided Design. 2012, 44(6): 496-508.（SCI）
25. Li Sheng, Hu Jie*, Chai Xinyu, Peng Yinghong. A research of images recognition with a limited number of pixels for visual prostheses design. Artificial Organs. 2012, 36(3): 266-274.（SCI）
26. GuChaochen, Hu Jie*, Peng Yinghong. FCBS model for functional knowledge representation in conceptual design. Journal of Engineering Design. 2012. 23(8): 577-596.（SCI）
27. Hu Xiao, Hu Jie*, Peng Yinghong, Cao Zhaomin. Constrained functional knowledge modeling and clustering to support conceptual design. Journal of Mechanical Engineering Science. 2012. 226(5): 1326-1337.（SCI）
28. Guo Yuan, Hu Jie*, Peng Yinghong. Research of new strategies for improving CBR system. Artificial Intelligence Review. 2012, 42(1):1-20.（SCI）
29. Zhan Zhenfei, Hu Jie*, Fu Yan, Yang RenJye, Peng Yinghong, Qi Jin. Multivariate error assessment of response time histories method for dynamic systems. Journal of Zhejiang University - Science A. 2012, 13(2): 121-131.（SCI）
30. GuChaochen, Hu Jie*, Peng Yinghong. Functional case modeling for knowledge driven conceptual design. Journal of Engineering Manufacture. 2012. 226(4): 757-771.（SCI）
31. Hu Jie*, Peng Yinghong. Development of a Function Oriented Computer Aided Tolerancing (FOCAT) System. Journal of Engineering Manufacture. 2011, 225(7): 1189-1203.（SCI）
32. Qi Jin, Hu Jie*, Peng Yinghong, Wang Weiming, Zhan Zhenfei. AGFSM: An new FSM based on adapted Gaussian membership in case retrieval model for customer-driven design. Expert Systems with Applications. 2011, 38(1): 894-905.（SCI）
33. Qi Jin, Hu Jie*, Peng Yinghong, Ren Qiushi, Wang Weiming, Zhan Zhenfei. Integration of similarity measurement and dynamic SVM for electrically evoked potentials prediction in visual prostheses research. Expert Systems with Applications. 2011, 38(5): 5044-5060.（SCI）
34. Guo Yuan, Hu Jie*, Peng Yinghong. Research on CBR system based on data mining. Applied Soft Computing. 2011,11: 5006-5014.（SCI）
35. Hu Xiao, Hu Jie*, Peng Yinghong, Cao Zhaomin. A fuzzy knowledge fusion framework for terms conflict resolution in concurrent engineering. Concurrent Engineering: Research and Applications. 2011, 19(1): 71-84.（SCI）
36. Li Sheng, Hu Jie*, Peng Yinghong. Representation of Functional Micro-knowledge Cell (FMKC) for Conceptual Design. Engineering Applications of Artificial Intelligence. 2010, 23: 569-585.（SCI）
37. Qi Jin, Hu Jie*, Peng Yinghong, Wang Weiming, Zhan Zhenfei. A case retrieval method combined with similarity measurement and multi-criteria decision making for concurrent design. Expert Systems with Applications. 2009,36(7): 10357- 10366.（SCI）
38. Hu Jie*, Peng Yinghong, XiongGuangleng. Multi-disciplinary robust coordination for algebraic and differential constraints and its application to parameter design of bogies. Journal of Mechanical Engineering Science. 2008, 222(11): 2147-2161.（SCI）
39. Hu Jie*, Peng Yinghong, Li Dayong, Yin Jilong. Robust optimization based on knowledge discovery from metal forming simulation. Journal of Materials Processing Technology. 2007, 187: 698-701.（SCI）
40. Hu Jie*, Peng Yinghong, XiongGuangleng. Parameter coordination and optimization for collaborative design based on the constraints network. International Journal of Advanced Manufacturing Technology. 2007, 32 (11-12): 1053-1063.（SCI）
41. Hu Jie*, Peng Yinghong, XiongGuangleng. Knowledge network driven coordination and robust optimization to support concurrent and collaborative parameter design. Concurrent Engineering: Research and Applications. 2007, 15(1): 43-52.（SCI）
42. Hu Jie*, Peng Yinghong. Tolerance modelling and robust design for concurrent engineering. Journal of Mechanical Engineering Science.2007, 221: 455-465.（SCI）
43. Hu Jie*, XiongGuangleng. Dimensional and geometric tolerance design based on constraints. International Journal of Advanced Manufacturing Technology. 2005, 26(9-10): 1099-1108.（SCI）
44. Hu Jie*, XiongGuangleng. Concurrent design of geometric parameter and tolerance for assembly and cost. International Journal of Production Research. 2005, 43(2): 267-294.（SCI）
45. Hu Jie*, XiongGuangleng, Wu Zhaotong. Variational geometric constraints network for tolerance types specification. International Journal of Advanced Manufacturing Technology. 2004, 24(3-4):214-222.（SCI）
项目与奖励
以项目负责人主持的代表性项目：
1. 国家社科基金重大项目, 17ZDA020, 设计形态学研究, 2017/10 至 2022/09, 60万元, 在研, 主持, 首席专家
2. 国家自然科学基金, 51775332, 需求与知识耦合驱动的创新设计理论与方法研究, 2018/01 至 2021/12, 60万元, 在研, 主持
3. 国家自然科学基金, 51475288, 生物领域知识激励的创新设计理论与方法研究, 2015/01 至 2018/12, 80万元, 在研, 主持
4. 国家自然科学基金, 51075262, 广义知识融合与协同创新设计的双向驱动理论研究, 2011/01 至 2013/12, 34万元, 已结题, 主持
5. 国家自然科学基金, 50775140, 领域知识驱动的参数与公差集成设计理论与方法研究, 2008/01 至 2010/12, 26万元, 已结题, 主持
6. 国家自然科学基金, 50575142, 网络环境下的多学科协同设计理论与方法研究, 2006/01 至 2008/12, 21万元, 已结题, 主持
7. 国家自然科学基金, 60304015, 复杂产品并行协同建模与设计的广义鲁棒性研究, 2004/01 至 2006/12, 24万元, 已结题, 主持
8. 国家973计划项目课题, 2011CB707503, 视觉假体的信息处理及编码理论研究, 2011/01 至 2015/12, 472万元, 已结题(被评为优), 主持
9. 国家863计划项目, 2008AA04Z113, 动态知识融合的多学科协同创新设计方法与技术, 2008/10 至 2010/09, 75万元, 已结题, 主持
10. 国家教育部新世纪优秀人才支持计划, NCET-08-0361, 知识驱动的复杂机电产品创新设计中的关键技术研究, 2009/01 至 2010/12, 50万元, 已结题, 主持
教育部“长江学者奖励计划”青年学者（2018）；
上海市高等教育教学成果奖一等奖（2017）；
上海交通大学校级教学成果奖特等奖（2017）；
上海市优秀技术带头人计划（2016）；
上海市曙光学者人才奖励计划（2013）；
上海交通大学SMC优秀青年教师A类计划（连续支持）（2012）；
上海交通大学优秀教师奖（2012）；
上海白玉兰科技人才计划（2011）；
上海交通大学优秀教师奖（2009）；
上海交通大学SMC优秀青年教师A类计划（2009）；
教育部“新世纪优秀人才支持计划”（2008）；
上海市科技进步一等奖（2007）。