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》 Contact Information

Name:ZHAO Rongyong

Phone:0086-18701763876/ 0086(0)21-69588911-8632

Fax:021-69588911-8632

Email:zhaorongyong@tongji.edu.cn

Personal home page:http://cims.tongji.edu.cn/t/zhaorongyong/index.aspx

Title:Asso.Professor

》 Research Fields

System stability analysis, Crowd flow dynamics, Artificial Intelligence, Complex system modelling

》 Courses

For example: Electronic Measurements, Electronic Systems, Foundation of Mechanics

》 Projects

  1. The general project of National Natural Science Foundation of China "dynamic modeling and stability analysis of crowd concentration in public places cross passage (72074170)", January 2021 - December 2024;

  2. Industry university research cooperation project "Shoufan power cloud service system" (20170171), Shoufan Power Technology Co., Ltd;

  3. Shanghai Municipal Education Commission, Shanghai University foreign students English teaching demonstration course construction project (2015-137), electronic measurement, 2015.7-2017.6;

  4. The industry university research cooperation project "dherss distributed hybrid energy remote service system" (142969), Shoufan Power Technology Co., Ltd;

  5. 2013 National Natural Science Foundation general project "stability analysis of crowd evacuation based on self-organized critical sandpile model (71373178)", January 2014 to December 2017;

  6. 2013 Shanghai Natural Science Foundation general project "study on emergency evacuation stability considering panic transmission (13zr1444700)", July 2013 June 2016;

  7. 2010 Shanghai Science and technology project: Research on Key Technologies of energy comprehensive optimization in high energy consumption industrial production process (10dz1122402), July 2010 to June 2012;

》 Publications

Paper

  1. Rongyong Zhao , Daheng Dong , Yan Wang, Cuiling Li, Yunlong Ma,and Verónica Fuentes Enríquez. Image-Based Crowd Stability Analysis Using Improved Multi-Column Convolutional Neural Network. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2021.Feb.Early View(SCI IF6.064)(DOI: 10.1109/TITS.2021.3054376) Print ISSN: 1524-9050,Online ISSN: 1558-0016I.1-10.

  2. Yuanqiang Shi, Rongyong Zhao(Corresponding Author), Hong Chen, Xuekui Wu, Yan Wang and Qiong Liu. IoT based service cloud design for distributed generator sets [A]. 2019 5th International Conference on Energy Equipment Science and Engineering[C]. IOP Conference Series: Earth and Environmental Science. Online ISSN: 1755-1315, Print ISSN: 1755-1307. 2020, Vol.461.1-6.

  3. Yuanqiang Shi, Rongyong Zhao(Corresponding Author), Hong Chen, Xuekui Wu, Qiong Liu and Yan Wang. A new design of generator set controller in cloud service system based IoT technology [A]. 2019 5th International Conference on Energy Equipment Science and Engineering[C]. IOP Conference Series: Earth and Environmental Science. Online ISSN: 1755-1315, Print ISSN: 1755-1307. 2020, Vol.461,1-6.

  4. Rongyong Zhao; Daheng Dong; Cuiling Li; Steven Liu; Hao Zhang; Miyuan Li; Wenzhong Shen; An Improved Power Control Approach for Wind Turbine Fatigue Balancing in an Offshore Wind Farm , Energies, 2020, 13(7):1-20.(SCI, IF: 2.99)

  5. Rongyong Zhao, Qiong Liu, Qianshan Hu, Daheng Dong,Cuiling Liand Yunlong Ma. Lyapunov-Based Crowd Stability Analysis for Asymmetric Pedestrian Merging Layout at T-Shaped Street Junction. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2020.May.Early View(SCI IF6.064)(DOI: 10.1109/TITS.2020.2995275) Print ISSN: 1524-9050,Online ISSN: 1558-0016

  6. Rongyong Zhao, Qianshan Hu, Qiong Liu, Cuiling Li, Daheng Dong and Yunlong Ma. Panic Propagation Dynamics of High-Density Crowd Based on Information Entropy and Aw-Rascle Model. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2019.Dec.Early View(SCI IF6.064)(DOI: 10.1109/TITS.2019.2953357), Online ISSN: 1558-0016

  7. Rongyong Zhao, Qiong Liu, Cuiling Li, Daheng Dong, Qianshan Hu and Yunlong Ma. Knowledge Reduction Model of Crowd Evacuation Stability Based on Rough Set Theory. IOP Conference Series: Materials Science and Engineering(MSE) (ISSN:1757-8981 EISSN:1757-899X).

  8. Rongyong Zhao, Qiong Liu, Cuiling Li, Daheng Dong, Qianshan Hu and Yunlong Ma. Assessment model for the Stability Situation of Crowd Evacuation based on Thermodynamic Map. World Congress on Computational Intelligence, Engineering and Information Technology. June 29-30, 2019, Shanghai, China.

  9. Rongyong Zhao, Qiong Liu, Cuiling Li, Daheng Dong, Qianshan Hu and Yunlong Ma. Performance Comparison and Application of Swarm Intelligence Algorithms in Crowd Evacuation. 2020 the 4th International Conference on Management Engineering, Software Engineering and Service Sciences (ICMSS 2020). January 17-19, 2020, Wuhan, China.

  10. Rongyong Zhao, Yan Wang, Qiong Liu, Daheng Dong, Cuiling Li. Intelligent Evaluating Model of Crowd Movement Stability Based on Variable-Precision Rough Set[A]. 2020 the 4th International Conference on Management Engineering, Software Engineering and Service Sciences[C]. International Conference Proceedings Series by ACM. ISBN: 978-1-4503-7641-9.

  11. Rongyong Zhao, Yan Wang, Qiong Liu, Daheng Dong, Cuiling Li. Knowledge Acquisition Model for Stability Situation Judgement used in Crowd Evacuation[A]. 2020 5th International Conference on Computer and Communication Systems Shanghai, China, February 22-24, 2020[C]. Shanghai: IEEE Press, 2020.

  12. Rongyong Zhao, Yan Wang, Qiong Liu, Daheng Dong, Cuiling Li, Yunlong Ma. Analysis of crowd flow characteristics based on multi-space scale and multi-source data fusion[A]. The 3rd International Seminar on Artificial Intelligence, Networking and Information Technology[C]. Journal of Physics: Conference Series (Online ISSN: 1742-6596).

  13. Rongyong Zhao, Daheng Dong, Cuiling Li, Qiong Liu, Qianshan Hu, Yunlong Ma, Qin Zhang. Video based crowd stability analysis used in emegency evacuation[A].Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference[Ｃ]. ChengDu: IEEE Press, ISBN: 978-1-5386-6243-4, 2019.354-358．

  14. Rongyong Zhao, Qiong Liu, Cuiling Li, Daheng Dong, Qianshan Hu, Yunlong Ma, Qin Zhang. Knowledge Representation Model for Evolution of Crowd Evacuation Stability [A].Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference[Ｃ]. ChengDu: IEEE Press, ISBN: 978-1-5386-6243-4,2019.404-408．

  15. Rongyong Zhao, Qianshan Hu, Cuiling Li, Daheng Dong,Qiong Liu, ,Yunlong Ma, Qin Zhang. Macroscopic crowd panic quantification model of crowd evacuation based on information entropy[A].Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference[Ｃ]. ChengDu: IEEE Press, ISBN: 978-1-5386-6243-4,2019.388-392．

  16. Rongyong Zhao, Qiong Liu, Cuiling Li, Daheng Dong, Qianshan Hu ,Yunlong Ma.Fuzzy neural network based scenario features extraction and mapping model for crowd evacuation stability analysis. IOP Conference Series: Materials Science and Engineering. Online ISSN: 1757-899X. 2018.Vol.1176(2):140-144.

  17. Zhao, Rongyong, Dong, Daheng, Hu, QianshanLi, Cuiling, Wang, Dong. Nonlinear Dynamics Model of Crowd Panic Propagation under Disaster Conditions. AER-Advances in Engineering Research. 2017(140):225-228. ISBN:978-94-6252-458-3,ISSN: 2352-5401 (SCI: WOS:000426703800047)

  18. Rongyong Zhao, Cuiling Li, Xiangke Tian. A Novel Industrial Multimedia: Rough Set based Fault Diagnosis System used in CNC Grinding Machine .MULTIMEDIA TOOLS AND APPLICATIONS. 2017(76): 19913–19926.DOI:10.1007/s11042-016-3878-0. ISSN: 1380-7501,eISSN: 1573-7721 (SCI index, WOS: 000409180500035).

  19. Qianshan Hu, Rongyong Zhao[Corresponding Author], Cuiling Li,Dong Wang, Xiangke Tian, Qin Zhang. Stability analysis for crowd evacuation based on self-organized criticality theory. Proceedings on Service System Engineering Conference & Symposium on Analysis and Risk 2017, July 7th-9th,2017,Shanhai,China.ISBN 978-1-926642-17-8.78-83.

  20. Dong Wang,Rongyong Zhao[Corresponding Author],Cuiling Li,Qianshan Hu, Xiangke Tian, Qin Zhang.Simulation and analysis of T-shaped road Junction stampede using macroscopic model. Proceedings on Service System Engineering Conference & Symposium on Analysis and Risk 2017, July 7th-9th,2017,Shanhai,China.ISBN 978-1-926642-17-8.71-77.

  21. Xiangke Tian,Jian Wang,Rongyong Zhao,Qianshan Hu,Dong Wang,Qin Zhang.The research on energy model of green manufacturing system in ecological industrial area based on Energy Hub-Agent. Proceedings on Service System Engineering Conference & Symposium on Analysis and Risk 2017, July 7th-9th,2017,Shanhai,China.ISBN 978-1-926642-17-8.51-57.

  22. Rongyong Zhao, Cuiling Li, Xiangke Tian, Dong Wang. Rough Set based Decision Support Model and its Application in Teaching Estimation System for Bachelor Course. International Conference on Material Science and Engineering Technology Phuket, Thailand ,October 14-16, 2016.

  23. Xiangke,Tian,Rongyong Zhao(Corresponding Author),Energy network flow model and optimization based on energy hub for big harbor industrial park. Journal of Coastal Research.2015. SI.73,298-303(SCI:WOS:000351538400053)

  24. Zhao, RY; Li, CL; Ling, WQ; Ma, YL; Sun, Y. Crowd Evacuation Knowledge Management Based on Rough Set Theory. INTERNATIONAL CONFERENCE ON ADVANCES IN MANAGEMENT ENGINEERING AND INFORMATION TECHNOLOGY.JUN 28-29, 2015 Bangkok, THAILAND.2015. 953-958. (WOS:000361173400120)

  25. Zhao, RY; Li, CL; Ling, WQ; Ma, YL.A Rough Set-based Knowledge Discovery Model for Crowd Evacuation in a Fire Emergency. International Conference on Advanced Management Science and Information Engineering (AMSIE) SEP 20-21, 2015.Hong Kong, PEOPLES R CHINA 37-42 (WOS:000361829200006)

  26. Zhao, RY; Li, CL; Ling, WQ; Ma, YL. Evolution Mechanism Discovery for Crowd Evacuation Based on Rough Set Theory. International Conference on Advances in Management Engineering and Information Technology (AMEIT),JUN 28-29, 2015.THAILAND.959-964(SCI:WOS:000361173400 121)

  27. Rongyong Zhao, Cuiling Li.A Novel Teaching Strategy for Professional English Course for Automation Bachelor Program in Current Universities. International Conference on Social Science, Education Management and Sports Education(SSEMSE 2015).655-658.2015.(EI Compendex).

  28. Zhao, Rongyong; Wang, Jian; Ling, Weiqing.Crowd evacuation stability based on Self-organized Criticality Theory. Applied Mechanics and Materials.2014.Vol.2403.501-504. (SCI:WOS:000339031501197)

  29. Rongyong ZHAO, Cuiling LI. Self-organized Criticality Theory and its Potential Application in High Density Pedestrian Evacuation Simulation in Public Buildings.2014. Applied Mechanics and Materials Vol. 501-504, 2432-2435(EI Compendex).

  30. Rongyong Zhao, Wenzhong Shen, Torben Knudsen, Thomas Bak. Fatigue distribution optimization for offshore wind farms using intelligent agent control. Wind Energy,we.1518 Wind Energy. Volume 15, Issue 7, pages 927–944, October 2012(SCI: WOS:000309749600004,EI: 20124215579685，SCI index factor 1.768)

  31. Pu, Qiong; Wang, Jian; Zhao, Rongyong. Strong Authentication Scheme for Telecare Medicine Information Systems .JOURNAL OF MEDICAL SYSTEMS Volume 36,Issue 4, pages 2609-2619,AUG 2012. (SCI: WOS:000306549000053,EI: 20124215579685，SCI index factor 1.783), ISSN: 1573-689X,refered: 8

  32. Zhao, Rongyong;Wang, Jian;Ling, Weiqing.A coupling model for production and energy consumption used in continuous production industry. Advanced Materials Research, v 347-353, p 3131-3134, 2012, Renewable and Sustainable Energy.Database: EI Compendex

  33. Zhao, Rongyong; Wang, Jian;Ling; Weiqing .A novel solution for energy-saving potential analysis in continuous production industry. Advanced Materials Research, v 347-353, p 3147-3150, 2012.

  34. Zhao, Rongyong; Wang, Jian;Ling, Weiqing.A technical solution of service cloud building for energy-saving and emission-reduction in manufacture industry. Advanced Materials Research, v 361-363, p 1043-1046, 2012.

  35. Zhao, Rongyong; Jianwang; Ling, Weiqing.Research on stability analysis methods for intelligent pedestrian evacuation in unconventional emergency. Communications in Computer and Information Science, v 228 CCIS, PART 5, p 452-458, 2011. (WOS:000308567400058)

  36. Zhao, Rongyong; Su, Yongqing; Knudsen, Torben; Bak, Thomas; Shen, Wen Zhong.Multi-Agent model for fatigue control in large offshore wind farm.Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008, v 1, p 71-75, 2008, Proceedings.Database: EI Compendex

  37. Zhao, Rongyong; Zhang, Hao; Lu, Jiangfeng; Li, Cuiling; Zhang, Hui.A new machine learning method based on PCA and SVM.2006 International Conference on Computational Intelligence and Security, ICCIAS 2006, v 1, p 187-190, 2007, 2006 International Conference on Computational Intelligence and Security, ICCIAS 2006.Database: EI Compendex

  38. Yongqing Su; Rongyong Zhao;Zhe Chen.Power dispatch strategy for wind farm based on virtual market.2009 Asia-Pacific Power and Energy Engineering Conference, p 5 pp., 2009.Database: EI Compendex

  39. Li, Culling; Zhao, Rongyong; Xiang, Yang; Xu, Shanlin.Data mining approach for ship virtual assembly based on rough set theory.Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008, v 2, p 128-132, 2008, Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008.Database: EI Compendex

  40. Cuiling Li; Rongyong Zhao; Yang Xiang; Shanlin Xu.Data mining approach for ship virtual assembly based on rough set theory.2008 International Conference on Computational Intelligence and Security, p 128-32, 2008. EI Compendex

  41. Li, Cui-Ling ; Zhao, Rong-Yong.A rough set based knowledge discovery model and its application in virtual assembly. Advanced Materials Research, v 314-316, p 2132-2139, 2011, Advanced Manufacturing Technology.Database: EI Compendex

  42. Li, Cuiling; Zhang, Hao; Wang, Jian; Zhao, Rongyong. A new pattern recognition model based on heuristic SOM network and rough set theory. 2006 IEEE International Conference on Vehicular Electronics and Safety, ICVES, p 45-48, 2006.Database: EI Compendex

  43. Cuiling, Li; Hao, Zhang; Rongyong, Zhao.The precision manufacturing for the tooling of automobile body part based on virtual assembly. IEEE ICIT 2007 - 2007 IEEE International Conference on Integration Technology, p 297-300, 2007.Database: EI Compendex

Monograph

  1. Zhao Rongyong, Zhang Hao, Lin Quanli, Lu Jianfeng. UWB positioning technology and intelligent manufacturing application [M], Beijing: China Machine Press, 2020-10. ISBN: 978-7-111-66744-5. National industrial control and intelligent manufacturing series.

  2. Introduction: Ultra wide band (UWB) is a new type of wireless communication technology. In recent years, there has been an upsurge of research and product development on this technology. This book is for the undergraduate major of artificial intelligence, and describes the related theories, models, algorithms, R & D paths, core codes and multi industry engineering cases of UWB high-precision positioning technology in the field of intelligent manufacturing.

  3. Lu Jianfeng, Zhang Hao, Yang Haichao, Zhao Rongyong. Digital planning method and application of intelligent factory [M]. Beijing: China Machine Press, 2020-10. ISBN: 978-7-111-66580-9. National industrial control and intelligent manufacturing series.

  4. Introduction to the book: intelligent manufacturing takes intelligent factory as the carrier. As an important practice field of intelligent manufacturing, intelligent factory has aroused widespread concern of manufacturing enterprises and great attention of governments at all levels. This book is for the undergraduate major of artificial intelligence, and describes the related theories and methods of Digital Factory Technology in the field of intelligent manufacturing, as well as the engineering cases in Dassault software.

Patent

  1. Zhao Rongyong, Lu Jianfeng, Zhang Hao, Ding Honghai, Han diaojuan, Tao Li, Qian Lin. a real-time updating system for manufacturing service information of micro ring parts, patent No.: 202010044366.4, Serial No.: 2020011600389980, January 16, 2020

  2. Zhang Hao, Zhao Rongyong, Lu Jianfeng, Ding Honghai, Xu Mengying, Chen Ruxiao, Wang Xue. A kind of oil cylinder production scheduling optimization device for customers' complex customized needs, patent No.: 201911423036. X, Serial No.: 202001020137520, January 2, 2020

  3. Zhao Rongyong, Lu Jianfeng, Zhang Hao, Ding Honghai, Qian Lin, Wu Wei, Tao Li, Han tiaojuan. An adaptive production scheduling device based on distributed intelligent manufacturing cell, patent No.: 201911422839.3, January 2, 20, Serial No.: 202001021252560

  4. Zhao Rongyong, Dong Daheng, Wang Yan, Liu Qiong, Li Cuiling, Ma Yunlong. Real time crowd stable state recognition method and device based on convolutional neural network, patent No.: 201911006032.1, October 22, 19, Serial No.: 201910220181680

  5. Zhao Rongyong, Dong Daheng, Liu Qiong, Wang Yan, Li Cuiling, Ma Yunlong. Method and device of crowd counting and density estimation based on multi column convolution neural network, patent No.: 201911005595.9, October 21, 19, Serial No.: 2019102201717830

  6. Zhao Rongyong, Hu Qianshan, Dong Daheng, Liu Qiong, Li Cuiling, Ma Yunlong. A prediction method and device for crowd stability at T-junction, patent No.: 201910452507.3, May 28, 19, Serial No.: 2019052802264980

  7. Zhao Rongyong, Liu Qiong, Hu Qianshan, Li Cuiling, Dong Daheng, Ma Yunlong. Establishment method and application of dynamic model of macro crowd panic propagation, patent No.: 2018111150760.5, September 30, 18, Serial No.: 2018093000037630

  8. Zhao Rongyong, Liu Qiong, Hu Qianshan, Li Cuiling, Dong Daheng, Ma Yunlong. Macro crowd panic measurement method based on information entropy and its application, patent No.: 201811108307.8, September 21, 2008, Serial No.: 2018092101847550

  9. Zhao Rongyong, Dong Daheng, Hu Qianshan, Li Cuiling, Wang Dong. Prediction method of regional crowd movement state based on micro macro transformation model, patent No.: 20181073, July 5, 2013, Serial No.: 2018070501729310

  10. Zhao Rongyong, Dong Daheng, Hu Qianshan, Li Cuiling, Wang Dong. Iterative simulation method for crowd evacuation macro model, patent No.: 201810731415.4, July 5, 2018, Serial No.: 2018070501645590

  11. Zhao Rongyong, Wang Dong, Hu Qianshan, Li Cuiling, Dong Daheng. A high risk area calibration method for T-junction based on street width ratio. Patent No.: 201711385883.2, December 20, 2017. Serial No.: 2017122002202520

  12. Zhao Rongyong, Wang Dong, Dong Daheng, Hu Qianshan, Li Cuiling. A method for selecting bus departure point at T-junction. Patent No.: 201711384954.7, December 20, 2017. Serial No.: 2017122002092100

  13. Zhao Rongyong, Wang Dong, Hu Qianshan, Li Cuiling, Dong Daheng. Simulation method of T-junction evacuation based on crowd evacuation macro model. Patent No.: 201711377233.3, December 19, 2017. Serial No.: 2017121902161240

  14. Li Cuiling, Ling Weiqing, Ma Yunlong, Zhao Rongyong, Tian Xiangke, Wang Dong. A crowd evacuation simulation method based on self-organizing sand pile model. Patent No.: 201610394379.8, June 7, 2016. Serial No.: 2016060701293120, license No.: cn 106096115b, license date: June 11, 2019

  15. Zhao Rongyong, Li Cuiling, Hu Qianshan, Tian Xiangke, Wang Dong. Modeling method of crowd panic propagation under disaster conditions based on kinematic ball model. Patent No.: 201610578489. X, July 22, 2016. Serial No.: 2016072200427710, authorization No.: cn106250677b, authorization date: March 1, 2019

  16. Zhao Rongyong, Li Cuiling, Hu Qianshan, Tian Xiangke, Wang Dong. A knowledge discovery method for the evolution of human trampling behavior under disaster conditions. Patent No.: 201610815386.0, September 12, 2016. Serial No.: 2016091200620250, authorization No.: cn106485237b, authorization date: April 2, 2019

  17. Fan Liuqun, Ma Yumin, Zhao Rongyong. Automatic optimization design method of end pickup. Authorization No.: cn1987868, date of authorization: June 27, 2007


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