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Educational Background
* Zhejiang University of Technology Mechanical Engineering and Automation BS 2004
* Shanghai Jiao Tong University Mechanical Manufacture and Automation MS 2007
* Shanghai Jiao Tong University Mechanical Manufacture and Automation PhD 2010
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Professional Experience
2017 - Present: Shanghai Jiao Tong University, School of Mechanical Engineering, Associate Professor
2013 - 2016: Shanghai Jiao Tong University, School of Mechanical Engineering, Research Assistant
2011 - 2013: Shanghai Jiao Tong University, School of Mechanical Engineering, Postdoctor
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Visit and Post Experience
* ASME 2015 International Design Engineering Technical Conferences &Computers and Information in Engineering Conference (IDETC/CIE 2015), August 2-5, 2015, Boston, Massachusetts, USA.
* 2015 International Conference on Engineering Design (ICED15), July 27-30, 2015, Milan, Italy.
* 2016 International Conference on Frontiers of Design and Manufacturing,(ICFDM 2016), Shenyang, China, 10-12 August. 2016.
* 2017 International Conference on Engineering Design (ICED17) , Vancouver, Canada.
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Research Interests
Product Innovation Design
Development of Mechanical and Electrical Products
Artificial Intelligence
Knowledge Based Engineering
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Research Projects
1. Project leader of “Reasearch of affordance-based knowledge-driven innovative design theory and methodology”, a fund project of Natural Science Foundation of China. (2017-2020).
2. Project leader of “Research of multi-domain knowledge cell modeling and clustering methodologies for conceptual design”, a fund project of Natural Science Foundation of China. (2014-2016).
3. Project leader of “Research of knowledge fusion in conceptual design”, a fund project of the Natural Science Foundation of Shanghai, China. (2013-2016).
4. Project leader of “Research of case-driven innovation design based on bidirectional evolution of Function-Structure matrix”, a funded project of China postdoctoral science foundation. (2012-2013).
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Selected Publications
1. Qi Jin, Hu Jie. Multivariable case-based reason adaptation based on multiple-output support vector regression with similarity-related weight for parametric mechanical design[J]. Advances in Mechanical Engineering, 2018, 10(10): 1687814018804649.
2. Qi Jin, Hu Jie, Peng Yinghong. An integrated principle solution synthesis method in multi-disciplinary mechatronic product conceptual design[J]. Concurrent Engineering, 2018, 1063293X18799488.
3. Qi Jin. Integrating multiple adaptation results by utilization of support vector regression in case-based mechanical product design[J]. Advances in Mechanical Engineering, 2018, 10(3): 1687814018767681.
4. Qi Jin, Hu Jie, Peng Yinghong. A modularized case adaptation method of case-based reasoning in parametric machinery design[J]. Engineering Applications of Artificial Intelligence, 2017, 64: 352-366.
5. 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.
6. Qi Jin, Hu Jie, Peng Yinghong. Incorporating adaptability-related knowledge into support vector machine for case-based design adaptation. Engineering Applications of Artificial Intelligence. 2015, 37: 170-180.
7. Qi Jin, Hu Jie, Peng Yinghong, Chai Xinyu, Ren Qiushi. Case based time series prediction using biased time warp distance for electrical evoked potential forecasting in visual prostheses. Applied Soft Computing. 2013, 13(5): 2467–2477.
8. 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.
9. Qi Jin, Hu Jie, Peng Yinghong, Ren Qiushi, Wang Weiming, Zhan Zhenfei. Electrical evoked potentials prediction model in visual prostheses based on support vector regression with multiple weights. Applied Soft Computing. 2011, 11(8): 5230-5242.
10. 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.
11. Qi Jin, Hu Jie, Peng Yinghong, Wang Weiming, Zhan Zhenfei. AGFSM: A new FSM based on adapted Gaussian membership in case retrieval model for customer-driven design. Expert Systems with Applications. 2011, 38(1): 894-905.
12. 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.
13. Qi Jin, Hu Jie, Peng Yinghong, Wang Weiming, Zhan Zhenfei. New weighted fuzzy case retrieval method for customer-driven product design. Journal of Shanghai Jiaotong University (Science). 2010, 15(6): 641-650.
14. Qi Jin, Hu Jie, Zhu Guoniu, Peng Yinghong. Automatically Synthesizing Principle Solutions in Multi-Disciplinary Conceptual Design With Functional and Structural Knowledge[C]//ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2015: V02AT03A006-V02AT03A006.
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Teaching
● 001-(2018-2019-1)SP258 "Knowledge Fusion and Innovation Design" (32 Class Hours)
● 030-(2018-2019-1)ME116 "Engineering Introduction" (36 Class Hours)
● 030-(2017-2018-2)ME116 "Engineering Introduction" (36 Class Hours)
● 001-(2017-2018-1)SP258 "Knowledge Fusion and Innovation Design" (32 Class Hours)
● 030-(2016-2017-2)ME116 "Engineering Introduction" (36 Class Hours)
● 030-(2015-2016-2)ME116 "Engineering Introduction" (36 Class Hours)
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Patents and Applications
Authorized Patent#ZL 201310256791.X, CHINA
Authorized Patent#ZL 201310256816.6, CHINA
Authorized Patent#ZL 201210455148.5, CHINA
Authorized Patent#ZL 201310256727.1, CHINA
Authorized Patent#ZL 201310163110.5, CHINA
Authorized Patent#ZL 201210455157.4, CHINA
Authorized Patent#ZL 201310163705.0, CHINA
Authorized Patent#ZL 201210454875.X, CHINA
Software Copyright#2018SR129205
Software Copyright#2018SR089241
Software Copyright#2018SR275412
Software Copyright#2018SR275407
Software Copyright#2017SR246582
Software Copyright#2017SR015322
Software Copyright#2017SR015262
Software Copyright#2016SR300915
Software Copyright#2016SR296515
Software Copyright#2016SR295115
Software Copyright#2015SR158755
Software Copyright#2015SR086355
Software Copyright#2015SR086362
Software Copyright#2010SR013240
Software Copyright#2013SR078530
Software Copyright#2009SR08211
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Other Professional Activities
* 2018.01-Present,"Engineering Applications of Artificial Intelligence", Reviewer
* 2016.04-Present,"Advances in Mechanical Engineering", Reviewer
* 2016.04-Present,"Sensors", Reviewer
* 2015.12-Present,"Universal Journal of Mechanical Engineering", Reviewer
* 2014.11-Present,"Artificial Intelligence Research", Reviewer
* 2014.06-Present,"Applied Soft Computing", Reviewer
* 2013.08-Present,"Medical & Biological Engineering & Computing", Reviewer
* 2013.07-Present, "Computers in Biology and Medicine", Reviewer
* 2012.04-Present,"International Journal of Information Technology & Decision Making", Reviewer