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个人简介

赵荣泳 博士,副教授,同济大学电子信息与工程学院CIMS研究中心。2005年获得同济大学控制理论与控制工程专业博士学位。国际电气和电子工程师协会IEEE Member,中国人工智能学会粒计算与知识发现专业委员会委员,中国工程机械学会智能制造与工业化建造分会秘书长;主要研究方向为:公共安全系统工程、复杂系统建模与优化、智能制造、Rough Set理论;主持国家自然基金项目2项、上海市自然基金项目1项、上海市重大研究计划项目1项、参与国家自然基金重大计划项目1项、重点项目1项、国家科技攻关项目2项、上海市科技创新项目12项,上海市信息化项目6项。获得教育部科技进步奖二等奖1项,上海市科技进步奖三等奖1项。发表学术论文及专著107篇(SCI收录10篇,EI收录43篇)。主编学术专著《城市大型活动人群动力学建模与稳定性控制》和《UWB定位技术及智能制造应用》、参编学术专著2本,授权发明专利13项、实用新型专利1项、软件著作权31项。

研究领域

复杂系统建模与优化,公共安全系统工程

近期论文

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英文期刊论文 Rongyong Zhao, Qiong Liu, Yan Wang, Ping Jia, Yunlong Ma, and Wenjie Zhu. Dynamic Crowd Accident-Risk Assessment Based on Internal Energy and Information Entropy for Large-scale Crowd Flow Considering COVID-19 Epidemic [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2022,23(10),17466-17478(SCI二区 IF6.064,DOI: 10.1109/TITS.2022.3156922, 中科院工程技术类Top期刊) Rongyong Zhao, Daheng Dong, Yan Wang,Cuiling Li, Yunlong Ma, Verónica Fuentes Enríquez. Image-Based Crowd Stability Analysis Using Improved Multi-Column Convolutional Neural Network[J].IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.18 February 2022. 23(6),5480 - 5489.(SCI 二区 IF6.064,DOI: 10.1109/TITS.2021.3054376 ,中科院工程技术类Top期刊) Lin Qian;Rongyong Zhao(Corresponding Author);Hao Zhang;Jianfeng Lu;Wei Wu. Cooperative Bargaining Game-Based Scheduling Model with Variable Multi-Objective Weights in a UWB and 5G Embedded Workshop. IEEE Internet of Things Journal.2022,9(11):8498-8514.(SCI 一区 IF9.471,DOI:10.1109/JIOT.2021.3114258,中科院工程技术类Top期刊) Rongyong Zhao, Qiong Liu, Qianshan Hu, Daheng Dong,Cuiling Li and Yunlong Ma. Lyapunov-Based Crowd Stability Analysis for Asymmetric Pedestrian Merging Layout at T-Shaped Street Junction[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2021.22(11),6833 - 6842. (SCI 二区 IF6.064,DOI: 10.1109/TITS.2020.2995275,中科院工程技术类Top期刊) Rongyong Zhao, Dong Wang, Yan Wang, Chuanfeng Han, Ping Jia, Cuiling Li, Yunlong Ma.Macroscopic View: Crowd Evacuation Dynamics at T-Shaped Street Junctions Using a Modified Aw-Rascle Traffic Flow Model[J].IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2021,22(10).6612-6621.(SCI 二区 IF6.064,DOI: 10.1109/TITS.2021.3095829,中科院工程技术类Top期刊) 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[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.2020,21(10),4425-4434. (SCI二区 IF6.064)(DOI: 10.1109/TITS.2019.2953357,中科院工程技术类Top期刊), Online ISSN: 1558-0016. 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[J], Energies, 2020, 13(7):1-20.(SCI 三区, IF: 2.99,DOI: 10.3390/en13071549 ) 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四区 index, WOS: 000409180500035). 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四区:WOS:000351538400053) 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二区: WOS:000309749600004,EI: 20124215579685,SCI index factor 1.768) Pu, Qiong; Wang, Jian; Zhao, Rongyong. Strong Authentication Scheme for Telecare Medicine Information Systems .JOURNAL OF MEDICAL SYSTEMS Volume 36,Issue 4, 2609-2619,AUG 2012. (SCI: WOS:000306549000053,EI: 20124215579685,SCI index factor 1.783), ISSN: 1573-689X,refered: 8 英文会议论文 R. Zhao, P. Jia, C. Han, Y. Wang, C. Li and Z. Zhang, "Analysis of dynamic model based on pedestrian’s abnormal posture" [C] MATEC Web of Conferences, 2022, Vol. 355:03010, doi: 10.1051/matecconf/202235503010. W. Zhu, R. Zhao, H. Zhang, P. Jia, Y. Ma, C. Li and Y. Wang, "Fall behavior recognition for old pedestrians based on kinematic characteristics," International Workshop on Automation, Control, and Communication Engineering (IWACCE 2022), doi: 10.1117/12.2662734. R. Zhao, C. Dong, W. Zhu, P. Jia, Y. Ma, C. Li, and Y. Wang, "Detection model and experiments of pedestrian fall behavior in cross passages using Baidu AI," International Workshop on Automation, Control, and Communication Engineering (IWACCE 2022), doi:10.1117/12.2661218. Cuiling Li, Rongyong Zhao, Yunlong Ma, Miyuan Lia, Ping Jia, Wenjie Zhu, Yan Wanga," Experiment study on pedestrian abnormal behavior detection and crowd stability analysis in cross passages," International Workshop on Automation, Control, and Communication Engineering (IWACCE 2022), doi:10.1117/12.2666189. R. Zhao, M. Li, C. Li, P. Jia, W. Zhu, Y. Ma, and Y. Wang, "Stability analysis based on a coupled macroscopic pedestrian flow model considering moving obstacles," International Workshop on Automation, Control, and Communication Engineering (IWACCE 2022), doi:10.1117/12.2663258. R. Zhao, P. Jia, Y. Wang, W. Zhu, C. Li and Y. Ma, "Pedestrian’s Abnormal Behaviour Detection Based on Machine Vision," Journal of Physics: Conference Series, 2022, 2224(1): 012019, doi:10.1088/1742-6596/2224/1/012019. W. Zhu, R. Zhao, H. Zhang, P. Jia, Y. Wang, C. Li and Y. Ma, "Crowd Stability Analyis Based on Pedestrian Abnormal Postures" [J] Journal of Physics: Conference Series, 2022, Vol. 2224(1), doi: 10.1088/1742-6596/2224/1/012062. R. Zhao, P. Jia, Y. Wang, C. Li, Z. Zhang and L. Qian, "Dynamic model of crowd flow in multi-angle cross passages based on machine vision," 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2021, pp. 2622-2626, doi: 10.1109/IAEAC50856.2021.9390943. R. Zhao, Y. Wang, P. Jia, C. Li, Y. Ma and Z. Zhang, "Review of Human Gesture Recognition Based on Computer Vision Technology," 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2021, pp. 1599-1603, doi: 10.1109/IAEAC50856.2021.9390889. H. Zhang, Z. Zhang, R. Zhao, J. Lu, Y. Wang and P. Jia, "Review on UWB-based and multi-sensor fusion positioning algorithms in indoor environment," 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2021, pp. 1594-1598, doi: 10.1109/IAEAC50856.2021.9390630. R. Zhao, P. Jia, Y. Wang, C. Li, Y. Ma and Z. Zhang, "Dynamic propagation model of crowd panic based on Shanoon's entropy theory under COVID-19 epidemic situation," 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2021, pp. 1720-1724, doi: 10.1109/IAEAC50856.2021.9391003. R. Zhao, Y. Wang, P. Jia, C. Li, Y. Ma and Z. Zhang, "Abnormal Human Behavior Recognition Based on Image Processing Technology," 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2021, pp. 1924-1928, doi: 10.1109/IAEAC50856.2021.9390762. R. Zhao, Y. Wan, Q. Liu, D. Dong and C. Li, "Crowd stability analysis based on fluid resonance superposition principle and Lyapunov criterion," 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), 2020, pp. 937-941, doi: 10.1109/CASE48305.2020.9216957. Y. Ma, R. Zhao, Y. Wang and M. Li, "Design and Development of Cloud System Used for Exhaust Emission Prediction and Warning in Spray Booth for Complex Products," 2020 IEEE 5th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA), 2020, pp. 103-107, doi: 10.1109/ICCCBDA49378.2020.9095699. Z. Zhang, J. Lu, L. Xia, S. Wang, H. Zhang and R. Zhao, "Digital twin system design for dual-manipulator cooperation unit," 2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), 2020, pp. 1431-1434, doi: 10.1109/ITNEC48623.2020.9084652. 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. 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. 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). 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. 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. 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. 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. 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). 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. 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. 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. 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. 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) 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. 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. 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. 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. 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. 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) 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) 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). 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) 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). 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 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. 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. 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) 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 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 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 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 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 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 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, 2006,45-48,.Database: EI Compendex Cuiling, Li; Hao, Zhang; Rongyong, Zhao.The precision manufacturing for the tooling of automobile body part based on virtual assembly. 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