胡洁 教授????
所在系所机电设计与知识工程研究所
办公电话
通讯地址上海交大机械与动力工程学院A楼735室
电子邮件hujie@sjtu.edu.cn
个人主页http://me.sjtu.edu.cn/teacher_directory1/胡洁.html


教育背景 1999-2001 浙江大学，机械制造及其自动化专业 博士

工作经历 2001-2003，清华大学国家CIMS工程技术研究中心，博士后
2003-2009，上海交通大学机械与动力工程学院，副教授
2009-至今，上海交通大学机械与动力工程学院，教授/博导
2011-2015，上海交通大学机械工程及自动化系，副系主任
2013-至今，机械系统与振动国家重点实验室，副主任
2015-2017，上海交通大学教务处，副处长
2017-至今，上海交通大学设计学院，常务副院长

研究方向 设计与制造中的智能化理论与技术
*?基于知识的工程（KBE）
*?知识融合与创新设计
*?生物信息处理及编码
*?智能装备的智能感知与决策

科研项目 2017.11 - 2022.9，国家社科基金重大项目（17ZDA020）“设计形态学研究”，首席专家
2018.1 - 2021.12，国家自然科学基金（**）“需求与知识耦合驱动的创新设计理论与方法研究”，项目负责人
2015.1 - 2018.12，国家自然科学基金（**）“生物领域知识激励的创新设计理论与方法研究”，项目负责人
2011.1 - 2013.12，国家自然科学基金（**）“广义知识融合与协同创新设计的双向驱动理论研究”，项目负责人.
2008.1 - 2010.12，国家自然科学基金（**）“领域知识驱动的参数与公差集成设计理论与方法研究”，项目负责人.
2006.1 - 2008.12，国家自然科学基金（**）“网络环境下的多学科协同设计理论与方法研究”，项目负责人.
2004.1 - 2006.12，国家自然科学基金（**）“复杂产品并行协同建模与设计的广义鲁棒性研究”，项目负责人.
2011.1 - 2015.12，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”，课题负责人.
2008.10 - 2010.9，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”，项目负责人.
2013.10 - 2018.9，国家重大科学仪器设备开发专项课题（2013YQ**）“多维高分辨率生物组织表征与分析仪器精密机电设计与智能图像处理关键技术研究”，课题负责人
2009.1 - 2010.12，国家教育部新世纪优秀人才支持计划项目（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”，项目负责人.
2008.10 - 2010.12，上海市科委基础研究重点项目（08JC**）“面向复杂产品创新设计的知识融合理论与应用研究”，项目负责人.
2011.1 - 2013.12，国际合作项目（美国FORD公司URP项目）“Combining?qualitative?and?quantitative?methods?for?assessing?CAE?model?quality”，项目负责人.
2011.1 - 2013.12，上海市科委基础研究重点项目（11JC**）“知识融合型制造企业的创新设计方法与关键技术研究”，项目负责人.
2004.11 - 2007.11，上海市自然科学基金（04ZR14081）“复杂产品多学科并行协同设计与信息集成研究”，项目负责人.
2005.11 - 2007.3，上海市国际合作项目（）“网络环境下的多领域建模与知识集成系统研究”，项目负责人.
2006.8 - 2009.8，上海市科教兴市重大产业科技攻关项目的子项目““海域MB”自主车型整车开发——数字化整车开发技术管理系统开发”，项目负责人.

代表性论文专著 以第一作者和通讯作者发表SCI论文清单：
2018年代
1. Xia Peng,?Hu Jie*, Peng Yinghong. EMG-Based Estimation of Limb Movement Using Deep Learning With Recurrent Convolutional Neural Networks. Artificial organs, 2018, 42(5): E67-E77.
2. Tian Pan, Yi Wenwen, Chen Chaoyang,?Hu Jie*, Qi Jin, Zhang Bosheng, Cheng Mark Ming-Cheng*. Flexible 3D carbon nanotubes cuff electrodes as a peripheral nerve interface. Biomedical microdevices, 2018, 20(1): 21.
3. Tian Pan, Chen Chaoyang,?Hu Jie*, Qi Jin, Wang Qianghua, Chen Jimmy Ching-Ming, Cavanaugh John, Peng Yinghong, Cheng Mark Ming-Cheng*. A novel fabrication method of carbon electrodes using 3D printing and chemical modification process. Biomedical microdevices, 2018, 20(1): 4.
2017年度
1. Hu Jie*; Ma Jin; Feng Jin-Feng; Peng Ying-Hong, 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 Ying-Hong, Change mode and effects analysis by enhanced grey relational analysis under subjective environments, AI EDAM-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; Hu Jie*, 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; Che Datian; 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)
2016年度
1. Ma Jin; Hu Jie*; Feng Jin-Feng; Qi Jin; Peng Ying-Hong, 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)
2. Qi Jin; Hu Jie*; Peng Yinghong, Hybridweighted mean for CBR adaptation in mechanical design by exploring effective,correlative and adaptative values, Computers in Industry, 2016, 75: 58-66. (SCI)
2015年度
1. 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）
2. Hu Jie*, Zheng Kai. A novel support vector regression for data set with outliers. Applied Soft Computing. 2015, 31: 405–411.（SCI）
3. 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）
4. Hu Jie*, Xia Peng, Gu Chaochen, Qi Jin, Li Sheng, Peng Yinghong. Recognition of similar objects using simulated prosthetic vision. Artificial Organs. 2014, 38(2): 159-167.（SCI）
5. 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）
6. 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）
7. Xia Peng, Hu Jie*, Peng Yinghong. Adaptation to Phosphene Parameters Based on Multi‐Object Recognition Using Simulated Prosthetic Vision. Artificial organs. 05/2015. DOI:10.1111/aor.12504（SCI）
8. Gu Chaochen, Wu Kaijie, Hu Jie*, Cheng Hao, Guan Xinping. Region sampling for robust and rapid autofocus in microscope. Microscopy Research and Technique. 2015, DOI:10.1002/jemt.22484 .（SCI）
9. Gu Chaochen, 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）
10. 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）
11. Xia Peng, Hu Jie*, Qi Jin, et al. MEMS-based system and image processing strategy for epiretinal prosthesis.Bio-Medical Materials and Engineering. 2015, 26(1): 1257-1263.（SCI）
12. 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. 2015,5; DOI:10.1177/5366.(SCI)
13. 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. 2015, 7; DOI:10.1016/j.compind.2015.06.007.（SCI）
2014年度
1. 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）
2. Ma Jin, Hu Jie*, Peng Yinghong. Knowledge-based functional conceptual design: Model, representation, and implementation. Concurrent Engineering: Research and Applications.DOI: 10.1177/**X**.（SCI）
2012年度
1. 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）
2. 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）
3. 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）
4. Gu Chaochen, Hu Jie*, Peng Yinghong. FCBS model for functional knowledge representation in conceptual design. Journal of Engineering Design. 2012. 23(8): 577-596.（SCI）
5. 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）
6. Guo Yuan, Hu Jie*, Peng Yinghong. Research of new strategies for improving CBR system. Artificial Intelligence Review. 2012, DOI: 10.1007/s10462-012-9327-1.（SCI）
7. 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）
8. Gu Chaochen, Hu Jie*, Peng Yinghong. Functional case modeling for knowledge driven conceptual design. Journal of Engineering Manufacture. 2012. 226(4): 757-771.（SCI）
2011年度
1. Hu Jie*, Peng Yinghong. Development of a Function Oriented Computer Aided Tolerancing (FOCAT) System. Journal of Engineering Manufacture. 2011, 225(7): 1189-1203.（SCI）
2. 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）
3. 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）
4. Guo Yuan, Hu Jie*, Peng Yinghong. Research on CBR system based on data mining. Applied Soft Computing. 2011,11: 5006-5014.（SCI）
5. 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）
2010年度
1. 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）
2009年度
1. 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）
2008年度
1. Hu Jie*, Peng Yinghong, Xiong Guangleng. 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）
2007年度
1. 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）
2. Hu Jie*, Peng Yinghong, Xiong Guangleng. 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）
3. Hu Jie*, Peng Yinghong, Xiong Guangleng. 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）
4. Hu Jie*, Peng Yinghong. Tolerance modelling and robust design for concurrent engineering. Journal of Mechanical Engineering Science.2007, 221: 455-465.（SCI）
2005年度
1. Hu Jie*, Xiong Guangleng. Dimensional and geometric tolerance design based on constraints. International Journal of Advanced Manufacturing Technology. 2005, 26(9-10): 1099-1108.（SCI）
2. Hu Jie*, Xiong Guangleng. Concurrent design of geometric parameter and tolerance for assembly and cost. International Journal of Production Research. 2005, 43(2): 267-294.（SCI）
2004年度
1. Hu Jie*, Xiong Guangleng, Wu Zhaotong. Variational geometric constraints network for tolerance types specification. International Journal of Advanced Manufacturing Technology. 2004, 24(3-4):214-222.（SCI）
出版的著作：
1. 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）
2. 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.

教学工作 课程名称：企业信息化与知识工程，授课对象：本科，学时数：36，学分：2
课程名称：创新思维与现代设计，授课对象：本科，学时数：36，学分：2
课程名称：多学科综合设计，授课对象：博士，学时数：54，学分：3
课程名称：现代机械设计，授课对象：硕士，学时数：36，学分：2
课程名称：现代机械设计，授课对象：博士，学时数：54，学分：3
课程名称：物流信息系统，授课对象：工程硕士，学时数：36，学分：2

学术兼职 2013.12-至今，机械系统与振动国家重点实验室，副主任
2015.03-至今，上海光子生物医学设备工程技术研究中心，主任
2016.07-至今，上海眼视觉与光医学工程技术研究中心，副主任
2014.11-至今，上海交通大学机动学院-发那科工业机器人智能化技术联合实验室，主任
2015.09-至今，上海交通大学机械与动力工程学院第九届学位评审委员会，委员
2006.05-至今，国家自然科学基金，通讯评审专家
2003.01-至今，中国系统仿真协会，高级会员
2012.12-至今，中国机械工程学会，高级会员
2005.07-至今，Knowledge-Based?Systems,?International?Journal?of?Production?Research,?Computer?Aided?Design,?Journal?of?Materials?Processing?Technology,?Computers?&?Industrial?Engineering,?Enterprise?Information?Systems,?Structural?and?Multidisciplinary?Optimization等国际学术期刊审稿人。

荣誉奖励 教育部“****奖励计划”青年****（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****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）；
上海交通大学“晨星青年****奖励计划”优秀青年教师后备人才一等奖（2008）；
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）。