基本信息
朱凤华  男  硕导  中国科学院自动化研究所
电子邮件： fenghua.zhu@ia.ac.cn
通信地址： 北京中关村东路95号自动化大厦811室
邮政编码： 100190

招生信息

智能控制与计算智能、云计算与大数据分析、智能交通系统、平行交通系统

招生专业
081101-控制理论与控制工程
招生方向
智能控制与计算智能

教育背景

2004-09--2008-07   中国科学院自动化研究所   博士
1998-09--2001-04   上海交通大学计算机系   硕士
1994-09--1998-07   山东大学计算机系   学士
学历

​研究生

学位
-- 博士

工作经历

   
工作简历
2009-10~现在, 中国科学院自动化研究所, 高级工程师
2003-08~2009-10,中国科学院自动化研究所, 助理研究员
2001-11~2003-08,中国科学院自动化研究所, 研实员
社会兼职
2011-10-01-今,IEEE Member,
2011-10-01-今,IFAC member,

专利与奖励

奖励信息
（1） 中国自动化学会科技进步特等奖：平行交通管理与控制关键技术及应用, 特等奖, 部委级, 2018
（2） 中国智能交通协会科学技术二等奖：基于物联网的市政交通设施管理与服务关键技术研究, 二等奖, 其他, 2017
（3） 中国公路学会科学技术一等奖：基于物联网的城市智能交通关键技术研究与应用, 一等奖, 其他, 2017
（4） 中国自动化学会技术发明一等奖：网络化交通信号控制系统, 一等奖, 其他, 2011
（5） IEEE智能交通系统学会杰出团队奖, , 其他, 2010
（6） 公安部科技进步三等奖：国家标准《交通信号控制机与上位机间的数据通信协议》, 三等奖, 部委级, 2010
（7） 北京市优秀青年工程师, 一等奖, 省级, 2010
（8） 北京市科技进步二等奖：城市交通智能综合管理和控制系统, 二等奖, 省级, 2004
专利成果
（ 1 ） 一种车载式自动导航系统及导航方法, 发明, 2008, 第 5 作者, 专利号: ZL200510116716.9
（ 2 ） 家庭与汽车电子互动系统及互动方法, 发明, 2008, 第 5 作者, 专利号: ZL200510116721.X
（ 3 ） 视频系统参数动态标定方法及系统, 发明, 2010, 第 4 作者, 专利号: ZL200610011727.5
（ 4 ） 一种道路交通信号控制器, 实用新型, 2008, 第 4 作者, 专利号: ZL200720187279.4
（ 5 ） 平行交通信号控制系统, 发明, 2011, 第 1 作者, 专利号: PCT/CN2011/084812
（ 6 ） 一种车载嵌入式系统, 发明, 2008, 第 5 作者, 专利号: ZL200510116714.X
（ 7 ） 汽车行驶安全监控系统及监控方法, 发明, 2008, 第 5 作者, 专利号: ZL200510116715.4
（ 8 ） 一种交通信息采集装置及方法, 发明, 2011, 第 3 作者, 专利号: ZL200810102317.0
（ 9 ） 一种交通信号控制器的故障诊断系统及方法, 发明, 2011, 第 5 作者, 专利号: ZL200810102798.5
（ 10 ） 基于可变区域划分的分布式交通仿真系统及仿真方法, 发明, 2011, 第 3 作者, 专利号: 201110443495.1
（ 11 ） 基于压缩感知技术的人口出行需求计算方法, 发明, 2014, 第 3 作者, 专利号: ZL201210177206.2
（ 12 ） 一种基于活动的区域应急交通疏散仿真系统, 发明, 2014, 第 4 作者, 专利号: ZL201210269042.6
（ 13 ） 一种虚实互动的大型活动交通疏散方案优化与评价系统, 发明, 2016, 第 1 作者, 专利号: ZL201310037281.3
（ 14 ） 一种交通事故辅助处理系统及方法, 发明, 2015, 第 1 作者, 专利号: ZL201410064895.5
（ 15 ） 一种公共交通供需状态检测与预测系统及方法, 发明, 2016, 第 1 作者, 专利号: ZL201410293589.9
（ 16 ） 一种交通疏散诱导系统及其交通疏散方法, 发明, 2016, 第 1 作者, 专利号: ZL201310586992.6
（ 17 ） 一种非法营运车辆检测系统及方法, 发明, 2017, 第 1 作者, 专利号: ZL201410361120.4
（ 18 ） 一种基于无线传感网的智能交通信息采集系统及方法, 发明, 2017, 第 2 作者, 专利号: ZL201410512888.7
（ 19 ） 一种多天线交通通信网络系统及信号检测方法, 发明, 2017, 第 3 作者, 专利号: ZL201410495382.X
（ 20 ） 一种机场出租车供需状态预测系统及方法, 发明, 2017, 第 1 作者, 专利号: ZL201410817069.3
（ 21 ） 一种基于人工交通系统的社交关系网络生成方法及装置, 发明, 2017, 第 3 作者, 专利号: ZL201410065242.9
（ 22 ） 一种短程行驶时间预测方法, 发明, 2017, 第 3 作者, 专利号: ZL201510345977.1

出版信息

   
发表论文
[1] 韦越, 陈世超, 朱凤华, 熊刚. 基于稀疏正则化的卷积神经网络模型剪枝方法. 计算机工程. 2021, 47(10): 61-66, [2] 张伟, 朱凤华, 陈圆圆, 吕宜生. 基于注意力机制和分时图卷积的公交客流预测. 模式识别与人工智能. 2021, 34(2): 167-175, http://lib.cqvip.com/Qikan/Article/Detail?id=7104054337.
[3] Siqi Fan, Dong, Qiulei, 朱凤华. SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)[J]. 2021, [4] 朱凤华. Taxi Demand Prediction Using Parallel Multi-Task Learning Model. IEEE Transactions On Intelligent Transportation Systems. 2021, [5] Fan, Siqi, Zhu, Fenghua, Chen, Shichao, Zhang, Hui, Tian, Bin, Lv, Yisheng, Wang, FeiYue. FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY[J]. 2021, 70(1): 121-132, http://dx.doi.org/10.1109/TVT.2021.3049805.
[6] Xiong, Gang, Li, Zhishuai, Wu, Huaiyu, Chen, Shichao, Dong, Xisong, Zhu, Fenghua, Lv, Yisheng. Building Urban Public Traffic Dynamic Network Based on CPSS: An Integrated Approach of Big Data and AI. APPLIED SCIENCES-BASEL[J]. 2021, 11(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000614973300001.
[7] Chen, Songhang, Zhang, Dan, Zhu, Fenghua. SOFTWARE-DEFINED ARCHITECTURE FOR URBAN REGIONAL TRAFFIC SIGNAL CONTROL. PROMET-TRAFFIC & TRANSPORTATION[J]. 2020, 32(2): 229-236, https://www.webofscience.com/wos/woscc/full-record/WOS:000532333500006.
[8] Xiaoshuang Li, Fenghua Zhu, FeiYue Wang. Deep Behavioral Cloning for Traffic Control with Virtual Expert Demonstration Under a Parallel Learning Framework. IFAC PAPERSONLINEnull. 2020, 53(5): 176-181, http://dx.doi.org/10.1016/j.ifacol.2021.04.096.
[9] Zhu, Fenghua, Lv, Yisheng, Chen, Yuanyuan, Wang, Xiao, Xiong, Gang, Wang, FeiYue. Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2020, 21(10): 4063-4071, https://www.webofscience.com/wos/woscc/full-record/WOS:000576271400003.
[10] Gang Xiong, Xiaoyu Chen, Nan Shuo, Yisheng Lv, Fenghua Zhu, Tianci Qu, Peijun Ye. Collaborative Optimization of Cyber Physical Social Systems for Urban Transportation Based on Knowledge Automation. IFAC PapersOnLine. 2020, 53(5): 572-577, http://dx.doi.org/10.1016/j.ifacol.2021.04.144.
[11] Ye, Peijun, Zhu, Fenghua, Sabri, Samer, Wang, FeiYue. Consistent Population Synthesis With Multi-Social Relationships Based on Tensor Decomposition. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2020, 21(5): 2180-2189, https://www.webofscience.com/wos/woscc/full-record/WOS:000532285400030.
[12] 朱凤华. Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations under a Parallel Learning Framework. IEEE Transactions on Intelligent Transportation Systems. 2020, [13] 杜宏庆, 陈德旺, 黄允浒, 朱凤华, 李灵犀. 基于改进遗传算法与支持度的模糊系统优化建模方法. 智能科学与技术学报. 2020, 179-185, http://lib.cqvip.com/Qikan/Article/Detail?id=00002EGIL5507JP0MPDO7JP16PR.
[14] 谢立, 熊刚, 于波, 朱凤华, 胡斌. 基于暗通道先验的大气退化图像去雾新方法. 控制工程[J]. 2020, 27(2): 207-211, http://lib.cqvip.com/Qikan/Article/Detail?id=7101408604.
[15] 陈世超, 崔春雨, 张华, 马戈, 朱凤华, 商秀芹, 熊刚. 制造业生产过程中多源异构数据处理方法综述. 大数据. 2020, 6(5): 55-81, http://lib.cqvip.com/Qikan/Article/Detail?id=7103060179.
[16] Gang Xiong, Xiaoyu Chen, Nan Shuo, Yisheng Lv, Fenghua Zhu, Tianci Qu, Peijun Ye. Cyber-Physical-Social Systems for Smart City: An Implementation Based on Intelligent Loop. IFAC PapersOnLine. 2020, 53(5): 501-506, http://dx.doi.org/10.1016/j.ifacol.2021.04.136.
[17] Yuanyuan Chen, Yisheng Lv, Peijun Ye, Fenghua Zhu. Traffic-Condition-Awareness Ensemble Learning for Traffic Flow Prediction. IFAC PapersOnLine. 2020, 53(5): 582-587, http://dx.doi.org/10.1016/j.ifacol.2021.04.146.
[18] Li, Zhishuai, Xiong, Gang, Chen, Yuanyuan, Lv, Yisheng, Hu, Bin, Zhu, Fenghua, Wang, FeiYue, IEEE. A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction. 2019 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC)null. 2019, 1929-1933, [19] Lodhi, Ehtisham, Zhu, Fenghua, Lodhi, Zeeshan, Saleem, Qasim, Xiong, Gang, Wang, FeiYue, Li, S, Cheng, Y, Dai, Y, Ma, J. Design and Implementation of RFID based Smart Shopping Booth. 2019 6TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2019)null. 2019, 1017-1021, http://dx.doi.org/10.1109/ICISCE48695.2019.00205.
[20] 董西松, 沈震, 熊刚, 朱凤华, 胡斌. 城市轨道交通CPSS平台构建研究. 自动化学报[J]. 2019, 45(4): 682-692, http://lib.cqvip.com/Qikan/Article/Detail?id=7001901465.
[21] 曹小玲, 莫红, 朱凤华. 时变论域下红绿灯配时的模糊控制. 测控技术. 2019, 38(11): 115-120, http://lib.cqvip.com/Qikan/Article/Detail?id=7100384010.
[22] Das, Polash Kumar, Zhu, Fenghua, Chen, Shichao, Luo, Can, Ranjan, Prabhat, Xiong, Gang, IEEE. Smart Medical Healthcare of Internet of Medical Things (IOMT): Application of Non-Contact Sensing. PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019)null. 2019, 375-380, [23] 王飞跃, 孙奇, 江国进, 谭珂, 张俊, 侯家琛, 熊刚, 朱凤华, 韩双双, 董西松, 王嫘. 核能5.0：智能时代的核电工业新形态与体系架构. 自动化学报[J]. 2018, 44(5): 922-934, http://lib.cqvip.com/Qikan/Article/Detail?id=675387496.
[24] 刘小明, 朱凤华, 陈兆盟, 唐少虎. 基于MFD 的城市区域过饱和交通信号优化控制. 自动化学报[J]. 2017, 43(7): 1220-1233, [25] Xisong Dong, Fenghua Zhu, Bin HU, Gang Xiong. Efficient Expression and Deep Analysis Platform of Massive Video Data for ITS. 2017, http://ir.ia.ac.cn/handle/173211/19475.
[26] Xisong Dong, Gang Xiong, Fenghua Zhu, Bin HU, Zhen Shen, Xipeng Zhang. CPSS Models and Spatio-Temporal Collaborative Optimization of Urban Public Transport Dynamic Network. 2017, http://ir.ia.ac.cn/handle/173211/19477.
[27] Huang, WuLing, Lv, Yisheng, Chen, Long, Zhu, FengHua, IEEE. Accelerate the Autonomous Vehicles Reliability Testing in Parallel Paradigm. 2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2017, [28] 胡斌, 谢立, 熊刚, 于波, 朱凤华. 基于暗通道先验的大气退化图像去雾改进方法研究. 2017, http://ir.ia.ac.cn/handle/173211/19469.
[29] Han Shuangshuang, Wang Yingchun, Yao Tingting, Zhu Fenghua, Xiong Gang, Cao Dongpu, Wang FeiYue. Relaying Algorithm based on Soft Estimated Information for Cooperative V2X Networks. 2017, http://ir.ia.ac.cn/handle/173211/15307.
[30] Han, Shuangshuang, Wang, Yingchun, Yao, Tingting, Zhu, Fenghua, Xiong, Gang, Cao, Dongpu, Wang, FeiYue, IEEE. Relaying Algorithm Based on Soft Estimated Information for Cooperative V2X Networks. 2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2017, [31] Han, Shuangshuang, Zhu, Fenghua, Wang, Yingchun, Cao, Dongpu, Xiong, Gang, Wang, FeiYue, IEEE. Modified K-best Receiver for Multi-antenna Vehicular Networks. 2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2017, [32] Dong, Xisong, Xiong, Gang, Hu, Bin, Zhu, Fenghua, Shen, Zhen, IEEE. Efficient Expression and Deep Analysis Platform of Massive Traffic Video Data. 2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2017, [33] Dayong Shen, Xisong Dong, Yuetong Lin, Zhengxi Li, Fenghua Zhu, Bin HU, Dong Fan, Gang Xiong. A Parallel Transportation Management and Control System for Bus Rapid Transit using ACP Approach. IEEE Transaction on Intelligent Transportation Systems[J]. 2017, 18(9): 2569–2575-, http://ir.ia.ac.cn/handle/173211/19466.
[34] Lin Cao, Xisong Dong, Jiehan Yu, 熊刚, Zhen Shen, Bin HU, Fenghua Zhu. Big Data Platform & Typical APP Services for Urban Public Transportation. 2017, http://ir.ia.ac.cn/handle/173211/19478.
[35] Hongxia Zhao, FeiYue Wang, TaoZhong Liu, Liwei Ouyang, Fenghua Zhu, Gang Xiong. Short-term Traffic Flow Forecasting Based on Wavelet Transform and Neural Network. 2017, http://ir.ia.ac.cn/handle/173211/19476.
[36] Yingchun Wang, Shuangshuang Han, Fenghua Zhu, Gang Xiong, FeiYue Wang. Modified K-best Receiver for Multi-antenna Vehicular Networks. 2017, http://ir.ia.ac.cn/handle/173211/19474.
[37] Ouyang, Liwei, Zhu, Fenghua, Xiong, Gang, Zhao, Hongxia, Wang, Feiyue, Liu, Taozhong, IEEE. Short-term Traffic Flow Forecasting Based on Wavelet Transform and Neural Network. 2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2017, [38] 朱凤华, 赵伊瑶, 沈震, 张淅鹏, 刘陶忠, 熊刚. 基于拍卖和边际效益的自主信号交叉口建模方法. 2017, http://ir.ia.ac.cn/handle/173211/19479.
[39] Xiong, Gang, Shen, Dayong, Dong, Xisong, Hu, Bin, Fan, Dong, Zhu, Fenghua. Parallel Transportation Management and Control System for Subways. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2017, 18(7): 1974-1979, https://www.webofscience.com/wos/woscc/full-record/WOS:000404370500026.
[40] Chaoyang Jiang, Xiaolong Chen, Runmei Li, Fenghua Zhu. Traffic flow data forecasting based on interval type-2 fuzzy sets theory. IEEE/CAA Journal of Automatica Sinica[J]. 2016, 3(2): 141-148, [41] Kunfeng Wang, WuLing Huang, Yisheng Lv, FengHua Zhu. Autonomous Vehicles Testing Methods Review. 2016, http://ir.ia.ac.cn/handle/173211/20236.
[42] Fenghua Zhu, Hu Bin, Gang Xiong, Bin Hu, Jiehan Zhou, Xisong Dong, Jukka Riekki, FeiYue Wang. A Framework of Future Innovative Urban Transport. 2016 IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2016, http://ir.ia.ac.cn/handle/173211/12526.
[43] Xisong Dong, Wei Liu, Fenghua Zhu, Yongqiang Zhu, Gang Xiong, Huazhou Wu, Taozhong Liu, Yuexiang Hu. Public Service Management System of Urban Placename for Sanya Case. 2016, http://ir.ia.ac.cn/handle/173211/19450.
[44] Xisong Dong, Teng Teng, Wenwen Kang, Gang Xiong, Fenghua Zhu, Haisheng Fan. Novel ITS based on Space-Air-Ground Collected Big-data. Big Data And Smart Service Systemsnull. 2016, http://ir.ia.ac.cn/handle/173211/19425.
[45] Xisong Dong, Xipeng Zhang, Gang Xiong, Yuexiang Hu, Fenghua Zhu, Timo R Nyberg. A Method of SMS Spam Filtering Based on AdaBoost Algorithm. 2016, http://ir.ia.ac.cn/handle/173211/19465.
[46] 董西松, Gang Xiong, Fenghua Zhu, Yisheng Lv, Songhang Chen. Parallel public transportation system and its application in evaluating evacuation plans for large-scale activities. Big Data and Smart Service Systemnull. 2016, http://ir.ia.ac.cn/handle/173211/19527.
[47] Zhu, Fenghua, Li, Zhenjiang, Chen, Songhang, Xiong, Gang. Parallel Transportation Management and Control System and Its Applications in Building Smart Cities. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2016, 17(6): 1576-1585, http://ir.ia.ac.cn/handle/173211/12186.
[48] Zhu Fenghua, Wang Feiyue, Chen Songhang. An Erlang-based Simulation Approach of Artificial Transportation Systems. IEEE International Conference on Intelligent Transportation Systemsnull. 2016, http://ir.ia.ac.cn/handle/173211/12112.
[49] Xiong, Gang, Zhu, Fenghua, Dong, Xisong, Fan, Haisheng, Hu, Bin, Kong, Qingjie, Kang, Wenwen, Teng, Teng. A Kind of Novel ITS Based on Space-Air-Ground Big-Data. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE[J]. 2016, 8(1): 10-22, http://ir.ia.ac.cn/handle/173211/10664.
[50] Wenwen Kang, Xisong Dong, Gang Xiong, Fenghua Zhu. A Kind of Adaptive Dynamic Transit Signal Priority Control Method. 2016, http://ir.ia.ac.cn/handle/173211/19464.
[51] Wenwen Kang, Gang XIONG, Fenghua Zhu, Xisong Dong, Haisheng Fan, Bin HU, QingJie Kong, Teng Teng. Novel ITS based on Space-Air-Ground Collected Big-data. IEEE Intelligent Transportation Systems Magazine[J]. 2016, 8(1): 10– 22-, http://ir.ia.ac.cn/handle/173211/19444.
[52] Zhen Shen, Yuliang Liu, Dong Shen, Lin Cao, Bin HU, Xisong Dong, Gang XIONG, Fenghua Zhu. Two Intersections Traffic Signal Control Method Based on ADHDP. 2016, http://ir.ia.ac.cn/handle/173211/19448.
[53] 刘胜, 李元涛, 吕宜生, 朱凤华. 求解三维装箱问题的启发式正交二叉树搜索算法. 计算机学报. 2015, 38(8): 1530-1543, http://lib.cqvip.com/Qikan/Article/Detail?id=665892805.
[54] Susanna Pirttikangas, Gang XIONG, Wenwen Kang, FeiYue Wang, Fenghua Zhu, Yisheng Lv, Xisong Dong, Jukka Riekki. Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network. 2015, http://ir.ia.ac.cn/handle/173211/19441.
[55] Fenghua Zhu, Xipeng Zhang, Gang XIONG, Liang Xiao, Timo R Nyberg. A Design of Intelligent Route Guidance System Based on Shortest Path Algorithm. 2015, http://ir.ia.ac.cn/handle/173211/19443.
[56] 朱凤华, 熊刚, 董西松, 季统凯. 城市交通大数据技术及智能应用系统. 大数据. 2015, 81-96, http://lib.cqvip.com/Qikan/Article/Detail?id=68837485504849534852484949.
[57] Wang Feiyue, Zhao Yifei, Zhu Fenghua, Gao Hang, Lv Yisheng. Content-based Recommendation for Traffic Signal Control. Proceedings of the 18th IEEE International Conference on Intelligent Transportation Systemsnull. 2015, http://ir.ia.ac.cn/handle/173211/11707.
[58] Wenjing Liu, Gang XIONG, Tongkai Ji, Xipeng Zhang, Fenghua Zhu. Cloud Operating System for Industrial Application. 2015, http://ir.ia.ac.cn/handle/173211/19442.
[59] 熊刚, 董西松, 朱凤华. 快速公交BRT平行管理与控制系统研究. 复杂性与智能化[J]. 2015, 10(4): 25-36, http://ir.ia.ac.cn/handle/173211/19433.
[60] Songhang Chen, Gang XIONG, Fenghua Zhu, Xiwei Liu, Xisong Dong, Wuling Huang, Kai Zhao. Cyber-Physical-Social System in Intelligent Transportation. IEEE/CAA JOURNAL OF AUTOMATICA SINICA,[J]. 2015, 2(3): 320-333, http://ir.ia.ac.cn/handle/173211/19440.
[61] 范海生, 熊刚, 朱凤华. 基于空天地一体化大数据的新一代智能交通系统. 复杂性与智能化[J]. 2015, 10(4): 9-18, http://ir.ia.ac.cn/handle/173211/19432.
[62] Yaran Chen, Shu Lin, GangXiong, Qingjie Kong, Fenghua Zhu. A computational experiment method in ACP framework for complex urban traffic networks. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2014, 2894 - 2899, http://www.irgrid.ac.cn/handle/1471x/973239.
[63] Xiwei Liu, Fenghua Zhu, Gang Xiong, Hong Mo, Changjian Cheng, Zhen Gao. Comprehensive Optimization Method for Complex Industrial Processes. 2014, http://ir.ia.ac.cn/handle/173211/19407.
[64] Fenghua Zhu, Changjian Cheng, Xiwei Liu, Hong Mo, Gang Xiong. ACP Approach based Intelligent Quality Management System for Manufacturing Processes. 2014, http://ir.ia.ac.cn/handle/173211/19416.
[65] Chen, Songhang, Zhu, Fenghua, Cao, Jianping. Growing Spatially Embedded Social Networks for Activity-Travel Analysis Based on Artificial Transportation Systems. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2014, 15(5): 2111-2120, http://www.irgrid.ac.cn/handle/1471x/973071.
[66] Gang Xiong, Hu Bin, Qiuchang Tian, Zizhang Chen, Bin Hu, Weisi Zhou, Fenghua Zhu. Real-Time Taxi Detection for Embedded System. 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC)null. 2014, http://ir.ia.ac.cn/handle/173211/12523.
[67] Wang Feiyue, Zhu Fenghua, Gao Hang, Kong Qingjie, Zhao Yifei. Parallel Management for Traffic Signal Control. Proceedings of the 17th IEEE International Conference on Intelligent Transportation Systemsnull. 2014, http://ir.ia.ac.cn/handle/173211/11704.
[68] Fenghua Zhu, Liuqing Yang, Shuangshuang Han, Shichao Chen. Non-Gaussian Approximation Iterative Receiver for MIMO-OFDMVehicular Networks. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2014, 2156-2161, http://ir.ia.ac.cn/handle/173211/5092.
[69] Xisong Dong, Fenghua Zhu, Gang Xiong. Parallel Transportation Management and Control System for Subway System based on ACP Approach. 2014, http://ir.ia.ac.cn/handle/173211/19406.
[70] Zhu, Fenghua, Chen, Songhang, Mao, ZhiHong, Miao, Qinghai. Parallel Public Transportation System and Its Application in Evaluating Evacuation Plans for Large-Scale Activities. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2014, 15(4): 1728-1733, http://www.irgrid.ac.cn/handle/1471x/973076.
[71] 俞忠东, 熊刚, 王坤峰, 范东, 朱凤华, 舒采焘. 高速公路视频检测系统与智能监管平台. 《智慧交通ITMS》杂志[J]. 2014, 70-75, http://ir.ia.ac.cn/handle/173211/19417.
[72] Gang Xiong, Xisong Dong, FengHua Zhu, Qingjie Kong. Traffic signal coordination for emergency vehicles. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2014, 157 - 161, http://ir.ia.ac.cn/handle/173211/5094.
[73] Babak Mohajeri, Jesse Karjalainen, Timo R Nyberg, Gang Xiong, Fenghua Zhu, Bin HU. On Implementing Location-based Services in Guangzhou. 2014, http://ir.ia.ac.cn/handle/173211/19415.
[74] Gang Xiong, Fenghua Zhu, Xisong Dong. Novel ITS based on Space-Air-Ground Collected Big-data. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2014, 1509 - 1514, http://ir.ia.ac.cn/handle/173211/5097.
[75] Huang, WuLing, Yu, Zhongdong, Zhu, Fenghua, Yang, Liuqing, Wang, FeiYue, IEEE. Applicability of Short Range Wireless Networks in V2I Applications. 2013 16TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS - (ITSC)null. 2013, 231-236, [76] Kong, QingJie, Xu, Yanyan, Lin, Shu, Wen, Ding, Zhu, Fenghua, Liu, Yuncai. UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2013, 14(3): 1541-1547, https://www.webofscience.com/wos/woscc/full-record/WOS:000324336100046.
[77] 吕宜生, 刘希未, 商秀芹, 刘胜, 董西松, 朱凤华, 熊刚. 基于分析树的Web组合服务组合优化方法. 第八届（2013）中国管理学年会论文集（选编）null. 2013, http://ir.ia.ac.cn/handle/173211/11406.
[78] Chao Gou, Bin HU, Gang XIONG, Fenghua ZHU, KunFeng Wang. A Fast Recognition Algorithm for Detecting Common Broadcasting Faults. 2013, http://ir.ia.ac.cn/handle/173211/19391.
[79] Xiong, Gang, Dong, Xisong, Fan, Dong, Zhu, Fenghua, Wang, Kunfeng, Lv, Yisheng. Parallel Traffic Management System and Its Application to the 2010 Asian Games. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2013, 14(1): 225-235, http://www.irgrid.ac.cn/handle/1471x/973088.
[80] Li, Ye, Wang, FeiYue, Li, Bo, Tian, Bin, Zhu, Fenghua, Xiong, Gang, Wang, Kunfeng, IEEE. A Multi-scale Model Integrating Multiple Features for Vehicle Detection. 2013 16TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS - (ITSC)null. 2013, 399-403, [81] 李润梅, 刘建忠, 朱凤华. 平行公交系统中的计算实验问题研究. 自动化学报[J]. 2013, 39(7): 1011-1017, [82] 陈松航, 汤淑明, 朱凤华, 缪青海. 人工交通系统计算实验的分布式框架研究. 系统仿真学报[J]. 2013, 25(4): 605-611, [83] Gang Xiong, QingJie Kong, Lucidus Zhou, Fenghua Zhu. Automatic Road Detection for Highway Surveillance Using Frequency-Domain Information. 2013, http://ir.ia.ac.cn/handle/173211/19381.
[84] Zhu, Fenghua, Wen, Ding, Chen, Songhang. Computational Traffic Experiments Based on Artificial Transportation Systems: An Application of ACP Approach. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2013, 14(1): 189-198, http://www.irgrid.ac.cn/handle/1471x/973087.
[85] Yang Liuqing, Zhu Fenghua, Wang FeiYue, Huang WuLing. Applicability of Short Range Wireless Networks in V2I Applications. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2013, 231-236, http://ir.ia.ac.cn/handle/173211/5079.
[86] Yisheng Lv, Wenwen Kang, Fenghua Zhu, Li Xie, Bin Xi, Gang Xiong. A Heuristic Implementation of Emergency Traffic Evacuation in Urban Areas. 2013, http://ir.ia.ac.cn/handle/173211/19382.
[87] Li Bo, Tian Bin, Li Ye, Xiong Gang, Zhu Fenghua, IEEE. A Vision-based Serial Number Recognition Algorithm for HSR Trains by Nearest Neighbor Chains of Connected Components. 2013 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY (ICVES)null. 2013, 36-41, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000335797700008.
[88] 朱凤华, 熊刚, 李叶, 李泊, 田滨, Bin Tian. Taxi Detection Based on Vehicle Painting Features for Urban Traffic Scenes. Proceedings of IEEE International Conference on Vehicular Electronics and Safetynull. 2013, http://ir.ia.ac.cn/handle/173211/12278.
[89] Zhu Fenghua, Duan Yanjie, Lv Yisheng, Li Yuantao, Xiong Gang. Improved Information Feedback in Symmetric Dual-channel Traffic. 2013, http://ir.ia.ac.cn/handle/173211/14328.
[90] Chunlei Zhu, QingJie Kong, Lucidus Zhou, Gang Xiong, Fenghua Zhu. Sensitive Keyword Spotting for Voice Alarm Systems. 2013, http://ir.ia.ac.cn/handle/173211/19389.
[91] Ye Li, Bo Li, Bin Tian, Fenghua Zhu, Gang Xiong, Kunfeng Wang. Part-based Pedestrian Detection using Grammar Model and ABM-HoG Features. 2013 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY (ICVES)null. 2013, 78-83, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000335797700016.
[92] Li Bo, Tian Bin, Li Ye, Xiong Gang, Zhu Fenghua, IEEE. A Vision-based Serial Number Recognition Algorithm for HSR Trains by Nearest Neighbor Chains of Connected Components. 2013 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY (ICVES)null. 2013, 36-41, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000335797700008.
[93] Yisheng Lv, Fenghua Zhu, Wenwen Kang, Gang Xiong, Li Xie, Bin Xi. Design and Implementation of an Emergency Traffic Evacuation Management Platform for Urban Areas Based on Eclipse RCP. 2013 IEEE international conference on vehicular electronics and safety: ICVES 2013, Dongguan, China, 28-30 July 2013null. 2013, 84-88, http://ir.ia.ac.cn/handle/173211/19399.
[94] Fenghua Zhu, Kunfeng Wang, Gang Xiong, Bo Li, Bin Tian, Ye Li. Vehicle Detection with a Part-based Model for Complex Traffic Conditions. 2013 IEEE international conference on vehicular electronics and safety: ICVES 2013, Dongguan, China, 28-30 July 2013null. 2013, 110-113, http://ir.ia.ac.cn/handle/173211/19400.
[95] Wang Kunfeng, Wang FeiYue, Tian Bin, Zhu Fenghua, Xiong Gang. A Multi-scale Model Integrating Multiple Features for Vehicle Detection. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2013, 399-403, http://ir.ia.ac.cn/handle/173211/5080.
[96] FeiYue Wang, Gang Xiong, Kunfeng Wang, Fenghua Zhu, Yanjie Yao. Vehicle Detection Method based on Active Basis Model and Symmetry in ITS. In Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systemsnull. 2013, http://ir.ia.ac.cn/handle/173211/11528.
[97] Xiong Gang, Tian Bin, Li Ye, Li Bo, Zhu Fenghua, Bin Tian. An Electronic Police System With Multiple Vehicle Parts Model. Proceedings of IEEE International Conference on Service Operations and Logistics, and Informaticsnull. 2013, http://ir.ia.ac.cn/handle/173211/12279.
[98] Chen Songhang, Zhu Fenghua. Traffic Simulation using Web Information of Activities Location. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2012, 758-763, http://ir.ia.ac.cn/handle/173211/5075.
[99] Zhu Fenghua. A Survey of Urban Traffic Signal Control for Agent Recommendation System. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2012, 327-333, http://ir.ia.ac.cn/handle/173211/5074.
[100] Zhu, Fenghua, Chen, Songhang, Lv, Yisheng, Ye, Peijun, Xiong, Gang, Dong, Xisong, IEEE. Parallel Public Transport System and Its Application in the Evacuation of Large-scale Activities. 2012 15TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2012, 102-107, [101] Miao Qinghai, LvYisheng, Zhu Fenghua. A cellular automata based evacuation model on GPU platform. Proceedings of 2012 15th International IEEE Conference on Intelligent Transportation Systemsnull. 2012, http://ir.ia.ac.cn/handle/173211/10785.
[102] Shen Liu, Xisong Dong, Gang Xiong, Dong Fan, Fenghua Zhu. Aided Decision-Making System of Public Transport Management for Guangzhou Asian Games. 2012, http://ir.ia.ac.cn/handle/173211/19363.
[103] 朱凤华. A Real-time BRT Signal Priority Approach through Multi-stage Green Extension. Proceedings of IEEE International Conference on Networking, Sensing and Control. 2012, [104] Chen, Songhang, Zhu, Fenghua, IEEE. Traffic Simulation using Web Information of Activities Location. 2012 15TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2012, 758-763, [105] 朱凤华, 亢文文, 谢立, 席斌, 吕宜生, 熊刚. 基于Eclipse RCP 的城市应急交通疏散管理平台设计与实现. 2012, http://ir.ia.ac.cn/handle/173211/19375.
[106] Lv Yisheng, Zhu Fenghua, Miao Qinghai, Ye Peijun, Chen Songhang, IEEE. Emergency Traffic Evacuation Control based on the Orthogonal Experimental Design Method. 2012 15TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2012, 1269-1273, [107] 董西松, Xiong Gang, Fan Dong, Liu Sheng, Zhu Fenghua, Lv Yisheng. Parallel Public Transport Management and Control System for Guangzhou Asian Games. IEEEnull. 2012, http://ir.ia.ac.cn/handle/173211/10718.
[108] 董西松, Xiong Gang, Fan Dong, Zhu Fenghua, Liu Sheng. Decision Support System of Public Transportation Management for Guangzhou Asian Games. IEEEnull. 2012, http://ir.ia.ac.cn/handle/173211/10720.
[109] Xiong Gang, Liu Zhong, Liu Xiwei, Zhu Fenghua, Shen Dong. Service Science Management and Engineering: Theory and Applications. 2012, http://ir.ia.ac.cn/handle/173211/20781.
[110] 董西松, Xiong Gang, Fan Dong, Zhu Fenghua, Xie Li. Bus Rapid transit (BRT) Parallel System Based on ACP Approach. IEEEnull. 2012, http://ir.ia.ac.cn/handle/173211/10717.
[111] FeiYue Wang, Gang Xiong, Fenghua Zhu, QingJie Kong. An Overview of Artificial Transportation Systems. 2012, http://ir.ia.ac.cn/handle/173211/19384.
[112] Fenghua Zhu, Dong Fan, Xisong Dong, Gang Xiong. Parallel Bus Rapid Transit (BRT) Operation Management System Based on ACP Approach. 2012, http://ir.ia.ac.cn/handle/173211/19356.
[113] Ye Peijun, Chen Songhang, Lv Yisheng, Zhu Fenghua, Xiong Gang, Dong Xisong. Parallel Public Transport System and Its Application in the Evacuation of Large-scale Activities. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2012, 102-107, http://ir.ia.ac.cn/handle/173211/5073.
[114] Zhu Fenghua, Lv Yisheng, Chen Songhang, Ye Peijun. Emergency Traffic Evacuation Control based on the Orthogonal Experimental Design Method. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2012, 1269-1273, http://ir.ia.ac.cn/handle/173211/5076.
[115] LvYisheng, Zhu Fenghua, Xiong Gang, Yao Qingming, Chen Songhang, Ye Peijun. Impact of Evacuee Behavior on Evacuation Clearance Time. Proceedings of 10th World Congress on Intelligent Control and Automationnull. 2012, http://ir.ia.ac.cn/handle/173211/10784.
[116] Zhu Fenghua. Network Zoning based on Community Detection for Urban Traffic Control. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2012, 1894-1899, http://ir.ia.ac.cn/handle/173211/5078.
[117] 熊刚, 亢文文, 谢立, 席斌, 吕宜生, 朱凤华. 城市应急交通疏散的启发式实现. 2012, http://ir.ia.ac.cn/handle/173211/19374.
[118] Dong SHEN, Gang Xiong, Zhong LIU, Xiwei LIU, Fenghua ZHU. Service Science, Management and Engineering. 2012, http://ir.ia.ac.cn/handle/173211/19482.
[119] Hairong Dong, Gang Xiong, Wuling Huang, Lihao Jia, Fenghua Zhu, Qingming Yao, Feng Chen, Guoqing Zhang. Framework of Urban Transportation Dynamic Perception and Parallel Management & Control. 2011, http://ir.ia.ac.cn/handle/173211/19345.
[120] 范东, 朱凤华, 熊刚. 平行系统在道路交通管控中的应用实践. 《中国智能交通》杂志[J]. 2011, 59-62, http://ir.ia.ac.cn/handle/173211/19330.
[121] Songhang Chen, Gang Xiong, Fenghua Zhu, Peijun Ye. Fusion of Artificial Transportation Systems and the World Wide Web. 2011, http://ir.ia.ac.cn/handle/173211/19344.
[122] Zhu Fenghua. Modeling on agent-based Artificial Public Transportation. Chinese Control Conference (CCC)null. 2011, 5596-5600, http://ir.ia.ac.cn/handle/173211/5014.
[123] Zhao Dongbin, Zhu Fenghua. Neural network based online traffic signal controller design with reinforcement training. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2011, 1045-1050, http://ir.ia.ac.cn/handle/173211/5017.
[124] Shen Zhen, Wang Kai, Zhu Fenghua, IEEE. Agent-based Traffic Simulation and Traffic Signal Timing Optimization with GPU. 2011 14TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)null. 2011, 145-150, [125] 陈峰, 王飞跃, 贾立好, 朱凤华, 董海荣, 黄武陵, 熊刚, 张国清. 城市交通动态感知与平行管控技术研究. 2011, http://ir.ia.ac.cn/handle/173211/19337.
[126] Chen Songhang, Lv Yisheng, Zhu Fenghua, Wang FeiYue. Modeling and analyzing transportation systems based on ACP approach. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2011, 2136-2141, http://ir.ia.ac.cn/handle/173211/5012.
[127] 范东, 姚彦洁, 张孜, 朱凤华, 熊刚, 董西松. 基于ACP方法的快速公交（BRT）平行运营管理系统. 2011, http://ir.ia.ac.cn/handle/173211/19340.
[128] Miao, Qinghai, Zhu, Fenghua, Lv, Yisheng, Cheng, Changjian, Chen, Cheng, Qiu, Xiaogang. A Game-Engine-Based Platform for Modeling and Computing Artificial Transportation Systems. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2011, 12(2): 343-353, http://www.irgrid.ac.cn/handle/1471x/972981.
[129] Dong Xisong, Xiong Gang, Fan Dong, Zhu Fenghua, Lv Yisheng. Research on Bus Rapid Transit (BRT) and its Real-Time Scheduling. IEEEnull. 2011, http://ir.ia.ac.cn/handle/173211/10721.
[130] 朱凤华. A case study for traffic signal control system evaluation based on artificial transportation systems.. Proceedings of IEEE International Conference on Service Operations, Logistics, and Informatics (SOLI). 2011, [131] Shen Zhen, Zhu Fenghua. Agent-based traffic simulation and traffic signal timing optimization with GPU. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2011, 145-150, http://ir.ia.ac.cn/handle/173211/4986.
[132] Zhu Fenghua, Ye Peijun. Dynamic route guidance using maximum flow theory and its MapReduce implementation. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2011, 180-185, http://ir.ia.ac.cn/handle/173211/4996.
[133] 朱凤华. A Case Study of Evaluating Traffic Signal Control Systems Using Computational Experiment. IEEE Transactions on Intelligent Transportation Systems. 2011, [134] 朱凤华, 熊刚. 平行系统在广州亚运会公共交通管理中的应用实践. 《中国智能交通》杂志[J]. 2011, 55-58, http://ir.ia.ac.cn/handle/173211/19331.
[135] Zhu, Fenghua, Li, Guoxi, Li, Zhenjiang, Chen, Cheng, Wen, Ding. A Case Study of Evaluating Traffic Signal Control Systems Using Computational Experiments. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2011, 12(4): 1220-1226, http://www.irgrid.ac.cn/handle/1471x/972977.
[136] Xiong, Gang, Wang, Kunfeng, Zhu, Fenghua, Cheng, Cheng, An, Xiangjing, Xie, Zhendong. Parallel Traffic Management for the 2010 Asian Games. IEEE INTELLIGENT SYSTEMSnull. 2010, 25(3): 81-85, http://www.irgrid.ac.cn/handle/1471x/1006363.
[137] Gang Xiong, Cheng Cheng, Fenghua Zhu, Kunfeng Wang. Parallel Traffic Management for 2010 Asian Games. IEEE Intelligent Systems[J]. 2010, 24(5): 80-85, http://ir.ia.ac.cn/handle/173211/19315.
[138] 汤淑明, 潘健, 王宏宾, 査磊, 李镇江, 朱凤华, 王坤峰. 干线公路快速通行智能控制系统应用研究. 交通科技. 2010, 100-103, http://lib.cqvip.com/Qikan/Article/Detail?id=83758166504849488350485151.
[139] 潘健, 查磊, 王宏宾, 汤淑明, 朱凤华, 李镇江, 王飞跃. 干线公路快速通行智能控制系统应用研究. 公路. 2009, 226-233, http://lib.cqvip.com/Qikan/Article/Detail?id=32321957.
[140] 赵红霞, 汤淑明, 朱凤华, 吕宜生. 基于活动的交通需求计算过程模型研究综述. 交通信息与安全. 2009, 16-20, http://lib.cqvip.com/Qikan/Article/Detail?id=1003858156.
[141] Fenghua Zhu, Yunfeng Ai, Zhenjiang Li, Shuming Tang, WuLing Huang. A Hierarchical Bus Rapid Transit System Based on Wireless Sensor Networks. IEEE INTELLIGENT SYSTEMSnull. 2008, http://ir.ia.ac.cn/handle/173211/12392.
[142] Zhang, Nan, Wang, FeiYue, Zhu, Fenghua, Zhao, Dongbin, Tang, Shuming. DynaCAS: Computational Experiments and Decision Support for ITS. IEEE INTELLIGENT SYSTEMS[J]. 2008, 23(6): 19-23, http://dx.doi.org/10.1109/MIS.2008.101.
[143] 朱凤华. 基于人工交通系统的城市交通信号控制系统评价研究. 2008, http://www.irgrid.ac.cn/handle/1471x/976728.
[144] Zhixue Wang, Shuming Tang, FeiYue Wang, Fenghua Zhu. Modeling Interactions in Artificial Transportation Systems Using Petri Net. IEEE INTELLIGENT SYSTEMSnull. 2006, http://ir.ia.ac.cn/handle/173211/12400.
发表著作
（1） 服务科学，管理与工程：理论与实践, Service Science, Management, and Engineering: Theory and Applications, Academic Press, 2012-04, 第 4 作者

科研活动

   
科研项目
（ 1 ） 基于人工交通系统的交通信号控制系统评价试验设计, 主持, 国家级, 2010-01--2012-12
（ 2 ） 新兴电子商务复杂性、安全性和社会实验平台研究, 参与, 国家级, 2009-01--2012-12
（ 3 ） 智能控制与计算智能的方法及应用, 参与, 国家级, 2010-01--2012-12
（ 4 ） 基于物联网的城市智能交通系统, 参与, 国家级, 2011-01--2013-12
（ 5 ） 交通枢纽综合感知与智能管控平台, 参与, 国家级, 2012-01--2014-12
（ 6 ） 复杂系统平行控制基础理论及典型应用, 参与, 国家级, 2013-01--2017-12
（ 7 ） 基于安卓平台的新一代出租车终端软件开发, 主持, 院级, 2017-08--2018-08
（ 8 ） 核电工控系统信息安全保障方案攻防演练平台方法与策略任务, 参与, 院级, 2017-05--2018-05
（ 9 ） 无人驾驶车辆智能测试评估与环境设计, 主持, 国家级, 2016-01--2018-06
（ 10 ） 人机物融合的应用建模与执行技术, 主持, 国家级, 2018-05--2021-04
（ 11 ） 基于大数据的智慧交通基础理论与关键技术, 参与, 国家级, 2019-01--2022-12
（ 12 ） 工业互联网边缘计算节点设计方法与运行关键技术, 主持, 国家级, 2019-07--2022-06
（ 13 ） 面向交通管控优化的城市超脑平台关键技术开发, 主持, 院级, 2018-02--2021-02
参与会议
（1）Parallel Transportation Systems   2012年国际系统工程师协会北京分会学术报告会   Fenghua Zhu   2012-04-22
（2）A Real-time BRT Signal Priority Approach through Multi-stage Green Extension   Kunfeng Wang, Fenghua Zhu   2012-04-11
（3）Modeling and Analyzing Transportation Systems Based on ACP Approach   2011 IEEE智能交通系统年会   [15] Fenghua Zhu, Fei-Yue Wang, Runmei Li, Yisheng Lv, Songhang Chen   2011-10-05
（4）A case study for traffic signal control system evaluation based on artificial transportation systems   2011年国际电气电子工程师学会服务运筹、物流与信息化国际会议    Fenghua Zhu, Zhenjiang Li   2011-07-10

指导学生

现指导学生

张驰展  硕士研究生  081101-控制理论与控制工程  

张伟  硕士研究生  081101-控制理论与控制工程  

研究方向

智能控制与计算智能、智能交通、云计算与大数据分析、平行交通系统