三维深度学习，智能增材制造，复杂系统

2004-09--2009-07   清华大学   博士
2000-09--2004-07   清华大学   学士

博士研究生

博士

2012.10~今  中国科学院自动化研究所 复杂系统管理与控制国家重点实验室 副研究员
2009.7~2012.10  中国科学院自动化研究所 复杂系统管理与控制国家重点实验室 助理研究员
2007.10~2008.5  美国波士顿大学，访问学者

2018-01-01-2023-12-31,中国自动化学会平行智能专业委员会, 委员
2014-12-30-2015-12-29,The 2015 IEEE International Conference on Robotics and Automation (ICRA 2015), 编委
2010-12-31-今,IEEE, 会员

​

（1） 2019吴文俊人工智能科技进步奖, 二等奖, 部委级, 2019
（2） 2018年中国产学研合作创新成果奖二等奖, 二等奖, 国家级, 2018
（3） 中国石油和化工自动化应用协会科技进步奖, 一等奖, 部委级, 2010
（4） 美国联合技术公司研究中心杰出成就奖, 特等奖, 其他, 2005

[1] 王卫兴, 姜宇一, 沈震, 高行, 万力, 王庆, 李建军. 一种储料装置、光固化打印组件和装置. CN216466208U, 2022-05-10.
[2] 姜宇一, 王卫兴, 沈震, 高行, 万力, 王庆, 李建军. 一种具有加热功能的储料装置、光固化打印组件和装置. CN216466209U, 2022-05-10.
[3] 沈震, 栾欣雨, 熊刚, 董西松, 李雨勍, 王庆, 万力. 应用于3D打印的数据获取系统及方法. CN113721866A, 2021-11-30.
[4] 沈震, 廖家伟, 熊刚, 罗璨, 郭超, 颜军, 商秀芹, 王晓, 王飞跃. 基于振动信号的3D打印机监测与诊断知识库装置、系统. CN113400652A, 2021-09-17.
[5] Shen Zhen, Xiong Gang, Li Yuqing, Gao Hang, Xie Yi, Zhao Meihua, Guo Chao, Shang Xiuqin, Dong Xisong, Wu Zhengpeng, Wan Li, Wang Feiyue. Neural Network-Based Error Compensation Method, System and Device for 3D Printing. US11106193B1, 2021-09-16.
[6] 沈震, 熊刚, 李志帅, 彭泓力, 郭超, 董西松, 商秀芹, 王飞跃. 基于机器视觉的三维特征提取方法及装置. CN: CN109816724B, 2021-07-23.
[7] 赵美华, 沈震, 熊刚, 吴怀宇, 董西松, 罗璨, 胡斌, 王卫兴, 方启航, 王飞跃. 基于神经网络的3D打印在线质量监测方法、系统、装置. CN: CN112884768A, 2021-06-01.
[8] 奚邦文, 董西松, 沈震, 颜军, 刘尧阳, 吴天一, 韩云君, 王晓, 熊刚, 王飞跃. 基于神经网络的中药分拣系统. CN: CN112495841A, 2021-03-16.
[9] 牛璐璐, 陈适, 董西松, 潘慧, 熊刚, 潘周娴, 沈震, 梁思宇, 朱凤华, 商秀芹, 颜军, 王飞跃. 特纳综合征诊断模型训练方法、诊断系统及相关设备. CN112382384A, 2021-02-19.
[10] 王飞跃, 沈震, 刘希未, 姜宇一, 张建, 季英良, 白天翔, 王晓, 董西松, 熊刚. 旋翼无人机、其异常降落处理装置及处理方法. CN: CN107145158B, 2021-01-08.
[11] 熊刚, 沈震, 张淅鹏, 李志帅, 郭超, 商秀芹, 董西松, 王飞跃. 三维模型的切片方法及三维打印装置. CN: CN109159425B, 2020-12-04.
[12] 商秀芹, 刘胜, 王飞跃, 袁勇, 沈震, 朱凤华, 荆思凤, 赵红霞. 同顺序流水线车间调度问题的树搜索方法及装置. CN: CN108446814B, 2020-12-01.
[13] 沈震, 董西松, 王晓, 姜宇一, 白天翔, 季英良, 颜军, 胡斌, 熊刚, 王飞跃. 用于多点水质采样的多无人机协同方法、系统、装置. CN: CN109782797B, 2020-11-27.
[14] 沈震, 宋奕霄, 王卉, 熊刚, 廖家伟, 王飞跃, 商秀芹, 赵美华, 杨静. 适用于微重力环境的光固化3D打印系统及方法. CN: CN111941834A, 2020-11-17.
[15] 熊刚, 魏培企, 沈震, 刘胜, 董西松, 赵美华, 牛璐璐, 商秀芹, 王飞跃. 深海潜艇专用3D打印机. CN: CN110303682B, 2020-11-17.
[16] 沈震, 包音, 商秀芹, 熊刚, 董西松, 郭超, 颜军, 王晓, 王飞跃. 基于深度学习的三维数据医疗分类系统、方法和装置. CN: CN111951950A, 2020-11-17.
[17] 熊刚, 付海军, 朱凤华, 陈世超, 商秀芹, 沈震, 胡斌, 王飞跃. 基于付费机制的安全可信边缘协同方法与系统. CN: CN111722926A, 2020-09-29.
[18] 陈世超, 孔令辉, 朱凤华, 熊刚, 沈震, 谭思敏, 商秀芹, 王飞跃. 基于云边协同的运动控制误差补偿系统及方法. CN: CN111596614A, 2020-08-28.
[19] 董西松, 胡斌, 沈震, 商秀芹, 李伟, 崔华飞, 牛璐璐, 熊刚, 王晓, 王飞跃. 多旋翼无人机的太阳能辅助供电系统. CN: CN111547235A, 2020-08-18.
[20] 熊刚, 胡斌, 沈震, 赵美华, 刘明诚, 商秀芹, 奚邦文, 颜军, 朱凤华, 王飞跃. 无人机太阳能发电组件. CN: CN110867942A, 2020-03-06.
[21] 熊刚, 李志帅, 吕宜生, 陈圆圆, 赵红霞, 朱凤华, 沈震, 王飞跃. 基于混合深度学习的短时交通流量预测方法、系统、装置. CN: CN110675623B, 2020-01-10.
[22] 商秀芹, 刘胜, 王飞跃, 熊刚, 沈震, 董西松, 颜军, 荆思凤. 基于树搜索的同顺序部门决策流程生成方法、系统、装置. CN: CN110532439A, 2019-12-03.
[23] 商秀芹, 包音, 沈震, 董西松, 熊刚, 刘胜, 颜军, 罗璨, 王飞跃. 基于面象和舌象双模态特征提取的中医人体体质分类方法. CN: CN110532907A, 2019-12-03.
[24] 付海军, 董西松, 沈震, 熊刚, 陈世超, 郭超, 朱凤华, 胡斌, 王飞跃. 垃圾清理装置和垃圾清理系统. CN: CN110498154A, 2019-11-26.
[25] 胡斌, 董西松, 商秀芹, 熊刚, 沈震, 朱凤华, 王晓, 王飞跃. 基于自然能蓄电的可移动飞行器充电运载平台. CN: CN110422336A, 2019-11-08.
[26] 熊刚, 廖家伟, 沈震, 商秀芹, 郭超, 颜军, 罗璨, 王晓, 王飞跃. 3D打印设备的在线监测装置、系统. CN: CN110370649A, 2019-10-25.
[27] 沈震, 熊刚, 李雨勍, 高行, 谢怿, 赵美华, 郭超, 商秀芹, 董西松, 武征鹏, 万力, 王飞跃. 基于神经网络的3D打印误差补偿方法、系统、装置. CN: CN109808183A, 2019-05-28.
[28] 廖家伟, 沈震, 熊刚, 董西松, 商秀芹, 郭超, 罗璨, 王飞跃. 石墨烯电池的3D打印设备. CN: CN208889779U, 2019-05-21.
[29] Shen, Zhen, Kang, Mengzhen, Li, Jiantong, Wang, Feiyue. Pruning robot system. CN: US10278333(B2), 2019-05-07.
[30] 沈震, 熊刚, 谢怿, 潘慧, 陈适, 朱惠娟, 潘周娴, 李雨勍, 郭超, 商秀芹, 董西松, 王飞跃. 基于3D打印的医疗模型及其制作方法. CN: CN109345932A, 2019-02-15.
[31] 沈震, 刘学, 王飞跃. 一种汽车鸣笛噪声监视装置、系统及方法. 中国: CN104794894B, 2018.02.27.
[32] 廖家伟, 沈震, 熊刚, 董西松, 商秀芹, 郭超, 罗璨, 王飞跃. 石墨烯电池的3D打印设备及其成形方法. CN108987788A, 2018-12-11.
[33] 王飞跃, 沈震, 李勇. 一种物体自动上色装置及方法. 中国: CN105479740B, 2018-09-25.
[34] Shen Zhen, Xiong Gang, Liu, Xue, wang Feiyue. 3D printer spray nozzle structure and method thereof for controlling speed and precision. US10500778B2, 2018-06-24.
[35] 沈震, 李轩, 熊刚. 太空环境下的3D打印实现方法、打印系统及喷丝流量控制方法. 中国: CN105172134B, 2018-03-09.
[36] 沈震, 李轩, 王飞跃. 一种用于太空环境的3D打印系统. 中国: CN105479741B, 2017-10-10.
[37] 沈震, 郭超, 熊刚, 商秀芹. 基于液体光固化成型的快速3D打印装置. 中国: CN205836030U, 2016-12-28.
[38] 沈震, 郭超, 熊刚, 商秀芹. 3D打印装置及其系统控制方法与其工作方法. 中国: CN106042388A, 2016-10-26.
[39] 沈震, 杨清红, 王飞跃. 一种彩色三维打印装置及方法. 中国: CN105500700A, 2016-04-20.
[40] 王飞跃, 李轩, 沈震, 熊刚. 太空环境下的FDM3D打印实现方法、打印系统及喷丝流量控制方法. CN105034375A, 2015-11-11.
[41] []. 微重力环境下的3D打印实现方法、打印系统及喷丝流量控制方法. 201510505750.9, 2015-08-17.
[42] 熊刚, 沈震, 刘学, 王飞跃. 船舶智能防振3D打印机. 中国: CN104500646A, 2015-04-08.
[43] 沈震, 刘学, 熊刚. 3D打印机喷丝截面积可调结构. 中国: CN204020007U, 2014-12-17.
[44] 王飞跃, 沈震, 刘学. 一种3D打印机喷头. CN204020008U, 2014-12-17.
[45] 熊刚, 沈震, 刘学. 一种多喷嘴3D打印机. 中国: CN203974076U, 2014-12-03.
[46] 王飞跃, 熊刚, 沈震, 刘学. 3D打印机喷丝截面积可调结构及其速度和精度控制方法. 中国: CN104097327A, 2014-10-15.
[47] 沈震, 刘学, 熊刚, 王飞跃. 一种3D打印机喷头及其速度和精度调控方法. 中国: CN104085112A, 2014-10-08.
[48] 熊刚, 沈震, 刘学, 王飞跃. 一种多喷嘴3D打印机及其速度和精度控制方法. 中国: CN104085111A, 2014-10-08.
[49] 沈震, 唐迪, 熊刚, 王飞跃. 3D打印系统. 中国: CN104093547A, 2014-10-08.
[50] 沈震, 康孟珍, 李鉴通, 王飞跃. 剪枝机器人系统. 中国: CN104067145A, 2014-09-24.
[51] Shen Zhen, Liu, Xue, Xiong Gang, Wang Feiyue. 3D Printer Spray Nozzle Structure and Method thereof for Controlling Speed and Precision. US10046500B2, 2014-07-18.
[52] Wang Feiyue, Xiong Gang, Shen Zhen, Liu Xue. 3D Printer Spray Nozzle Capable of Adjusting Cross Section Areas of Extruded Materials and Method for Controlling Printing Speed and Precision of the 3D Printer Spray Nozzle. US10016929B2, 2014-07-18.
[53] 王飞跃, 曾大军, 沈震, 李双双, 赵一飞, 高行. 基于云计算的加式制造资源调度系统及相应的方法. 中国: CN103414792A, 2013-11-27.

​

[1] 顾潇, 潘周娴, 陈适, 沈震, 牛璐璐, 潘慧, 姚勇. 3D打印可拆卸垂体瘤切除模型的真实性评估. 基础医学与临床. 2022, 42(2): 340-344, [2] Pan, Zhouxian, Shen, Zhen, Zhu, Huijuan, Bao, Yin, Liang, Siyu, Wang, Shirui, Li, Xiangying, Niu, Lulu, Dong, Xisong, Shang, Xiuqin, Chen, Shi, Pan, Hui, Xiong, Gang. Clinical application of an automatic facial recognition system based on deep learning for diagnosis of Turner syndrome. ENDOCRINE[J]. 2021, 72(3): 865-873, http://dx.doi.org/10.1007/s12020-020-02539-3.
[3] Zhao, Meihua, Xiong, Gang, Zhou, MengChu, Shen, Zhen, Wang, FeiYue. 3D-RVP: A method for 3D object reconstruction from a single depth view using voxel and point. NEUROCOMPUTING[J]. 2021, 430: 94-103, http://dx.doi.org/10.1016/j.neucom.2020.10.097.
[4] 孙滔, 周铖, 段晓东, 陆璐, 陈丹阳, 杨红伟, 朱艳宏, 刘超, 李琴, 王晓, 沈震, 瞿逢重, 蒋怀光, 王飞跃. 数字孪生网络（DTN）：概念、架构及关键技术. 自动化学报. 2021, 47(3): 569-582, http://lib.cqvip.com/Qikan/Article/Detail?id=7104382787.
[5] Yatai Ji, Keqiang Li, Huaiyu Wu, Gang Xiong, Zhen Shen, Xiuqin Shang, Bangwen Xi. 3D Face Reconstruction System From A Single Photo Based On Regression Neural Network. IFAC PapersOnLine. 2020, 53(5): 71-76, http://dx.doi.org/10.1016/j.ifacol.2021.04.213.
[6] 沈震. The prediction of the epidemic trend of COVID-19 using neural network. 3rd IFAC Conference on Cyber-Physical & Human-Systems. 2020, [7] 沈震. Joint face alignment and 3d face reconstruction with efficient convolution neural network. 2020 25th International Conference on Pattern Recognition (ICPR). 2020, [8] Fang, Qihang, Xiong, Gang, Shang, Xiuqin, Liu, Sheng, Hu, Bin, Shen, Zhen, IEEE. An Enhanced Fault Diagnosis Method with Uncertainty Quantification Using Bayesian Convolutional Neural Network. 2020 IEEE 16TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE)null. 2020, 588-593, [9] Tariku Sinshaw Tamir, Gang Xiong, Zhishuai Li, Hao Tao, Zhen Shen, Bin Hu, Heruye Mulugeta Menkir. Traffic Congestion Prediction using Decision Tree, Logistic Regression and Neural Networks. IFAC PapersOnLine. 2020, 53(5): 512-517, http://dx.doi.org/10.1016/j.ifacol.2021.04.138.
[10] Xiuqin Shang, Xi Chen, Lulu Niu, Gang Xiong, Zhen Shen, Xisong Dong, Zhengchao Shen, Chao Liu, Bangwen Xi. Blockchain-based Social Manufacturing for Customization Production. IFAC PapersOnLine. 2020, 53(5): 53-58, http://dx.doi.org/10.1016/j.ifacol.2021.04.083.
[11] Shen, Zhen, Xie, Yi, Shang, Xiuqin, Xiong, Gang, Chen, Shi, Yao, Yong, Pan, Zhouxian, Pan, Hui, Dong, Xisong, Li, Yuqing, Guo, Chao, Wang, FeiYue. The manufacturing procedure of 3D printed models for endoscopic endonasal transsphenoidal pituitary surgery. TECHNOLOGY AND HEALTH CARE[J]. 2020, 28(Suppl 1): S131-S150, https://www.webofscience.com/wos/woscc/full-record/WOS:000541700200014.
[12] 沈震. Traffic congestion prediction using decision tree, logistic regression and neural network. 3rd IFAC Conference on Cyber-Physical & Human-Systems. 2020, [13] 沈震. Ordinal Optimization for the orientation optimization problem in 3D Printing. 3rd IFAC Conference on Cyber-Physical & Human-Systems. 2020, [14] Ali, Hub, Xiong, Gang, Wu, Huaiyu, Hu, Bin, Shen, Zhen, Bai, Hongxing, IEEE. Multi-robot Path Planning and Trajectory Smoothing. 2020 IEEE 16TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE)null. 2020, 685-690, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000612200600099.
[15] 沈震. Developing SCADA systems to monitor and control liquid and detergent factories. IEEE International Conference on Automation Science and Engineering. 2020, [16] 沈震. Comparative Study of four speed controllers of brushless DC motors for industrial application. 3rd IFAC Conference on Cyber-Physical & Human-Systems. 2020, [17] Li Zhishuai, Xiong Gang, Zhang Xipeng, Shen Zhen, Luo Can, Shang Xiuqin, Dong Xisong, Bian GuiBin, Wang Xiao, Wang FeiYue, IEEE, Howard A, Althoefer K, Arai F, Arrichiello F, Caputo B, Castellanos J, Hauser K, Isler V, Kim J, Liu H, Oh P, Santos V, Scaramuzza D, Ude A, Voyles R, Yamane K, Okamura A. A GPU Based Parallel Genetic Algorithm for the Orientation Optimization Problem in 3D Printing. 2019 INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA)null. 2019, 2786-2792, [18] 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.
[19] Shang, Xiuqin, Shen, Zhen, Xiong, Gang, Wang, FeiYue, Liu, Sheng, Nyberg, Timo R, Wu, Huaiyu, Guo, Chao. Moving from mass customization to social manufacturing: a footwear industry case study. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING[J]. 2019, 32(2): 194-205, http://ir.ia.ac.cn/handle/173211/25635.
[20] Zhao, Meihua, Xiong, Gang, Shang, Xiuqin, Liu, Chang, Shen, Zhen, Wu, Huaiyu, Okamura, AM, Amato, N, Asfour, T, Choi, YJ, Chong, NY, Ding, H, Lee, DH, Lerma, CC, Li, JS, Marchand, E, Popa, D, Song, DZ, Sun, Y, Valdastri, P. Nonlinear Deformation Prediction and Compensation for 3D Printing Based on CAE Neural Networks. 2019 IEEE 15TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE)null. 2019, 667-672, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000555890700108.
[21] Luo, Can, Shen, Zhen, Evangelou, Simos, Xiong, Gang, Wang, FeiYue. The Combination of Two Control Strategies for Series Hybrid Electric Vehicles. IEEE-CAA JOURNAL OF AUTOMATICA SINICA[J]. 2019, 6(2): 596-608, http://lib.cqvip.com/Qikan/Article/Detail?id=90687266504849574850485051.
[22] Shen, Zhen, Shang, Xiuqin, Li, Yuqing, Bao, Yin, Zhang, Xipeng, Dong, Xisong, Wan, Li, Xiong, Gang, Wang, FeiYue, Okamura, AM, Amato, N, Asfour, T, Choi, YJ, Chong, NY, Ding, H, Lee, DH, Lerma, CC, Li, JS, Marchand, E, Popa, D, Song, DZ, Sun, Y, Valdastri, P. PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturing. 2019 IEEE 15TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE)null. 2019, 462-467, [23] Shen, Zhen, Shang, Xiuqin, Zhao, Meihua, Dong, Xisong, Xiong, Gang, Wang, FeiYue. A Learning-Based Framework for Error Compensation in 3D Printing. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2019, 49(11): 4042-4050, http://dx.doi.org/10.1109/TCYB.2019.2898553.
[24] 沈震, 罗璨, 商秀芹, 白天翔, 董西松, 宋晓光, 熊刚, 王飞跃. 空间平行机器与平行制造. 空间控制技术与应用[J]. 2019, 45(4): 80-90, http://lib.cqvip.com/Qikan/Article/Detail?id=7002763184.
[25] Liao, Jiawei, Shen, Zhen, Xiong, Gang, Liu, Chang, Luo, Can, Lu, Jian, IEEE. Preliminary Study on Fault Diagnosis and Intelligent Learning of Fused Deposition Modeling (FDM) 3D Printer. PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019)null. 2019, 2098-2102, [26] 白天翔, 沈震, 刘雅婷, 董西松. 平行机器：一种智能机器的管理与控制框架. 智能科学与技术学报. 2019, 181-191, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=ZNJS201902010&v=MzIyOTdJUjhlWDFMdXhZUzdEaDFUM3FUcldNMUZyQ1VSN3FlWitkcUZDamxWYnpMUHlQQmZiRzRIOWpNclk5RVo=.
[27] 沈震. A control strategy combining thermostat control with DC-Link voltage control for series hybrid electric vehicles.. The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC 2018). 2018, [28] Ali Yasir, Shen Zhen, Zhu Fenghua, Xiong Gang, Chen Shichao, Xia Yuanqing, Wang FeiYue, IEEE. Solutions Verification for Cloud-Based Networked Control System using Karush-Kuhn-Tucker Conditions. 2018 CHINESE AUTOMATION CONGRESS (CAC)null. 2018, 1385-1389, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000459239501079.
[29] Fu Haijun, Xiong Gang, Chen Shichao, Qiu Ming, Xiong Haonan, Shen Zhen, Dong Xisong, Su Xiang, Guo Xiujiang, IEEE. Design of Low-cost Position Differential Positioning System Based on STM32. 2018 CHINESE AUTOMATION CONGRESS (CAC)null. 2018, 1420-1425, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000459239501085.
[30] 沈震, 刘雅婷, 董西松, 白天翔, 胡斌, 熊刚, 王飞跃. 平行机群：概念、框架与应用. 指挥与控制学报. 2018, 4(3): 201-212, http://lib.cqvip.com/Qikan/Article/Detail?id=676687782.
[31] 沈震. UAV assisted bridge defect inspection system. The Third International Conference on Intelligence Science (ICIS 2018). 2018, [32] Jian Liu, Timo R Nyberg, Gang Xiong, Xiwei Liu, Zhen Shen, Shuzhan Yang, Xiuqin Shang. Research on Optimization of Point Cloud Registration ICP Algorithm. 2017, http://ir.ia.ac.cn/handle/173211/19481.
[33] 王冕, 白天翔, 熊亚馨, 季英良, 张建, 姜宇一, 董西松, 沈震, 刘希未. 水质采样专用多旋翼无人机及其控制系统. 控制工程期刊：中英文版. 2017, 7(1): 23-30, http://lib.cqvip.com/Qikan/Article/Detail?id=675694536.
[34] 沈震. Foot modeling based on machine vision and social manufacturing research. The Eighth Pacific-rim Symposium on Image and Video Technology. 2017, [35] 熊亚馨, 王冕, 白天翔, 季英良, 张建, 姜宇一, 董西松, 沈震, 刘希未. 水质采样专用多旋翼无人机及其控制系统. 控制工程期刊[J]. 2017, 23-30, http://ir.ia.ac.cn/handle/173211/19523.
[36] 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.
[37] 白天翔, 郑南宁, 王飞跃, 曹东璞, 沈震, 王帅. 平行机器人与平行无人系统：框架、结构、过程、平台及其应用. 自动化学报[J]. 2017, 43(2): 161-175, [38] 沈震. Parallel robotics and parallel unmanned systems: framework, structure, process, platform and applications. Acta Automatica Sinica. 2017, [39] Cao, Lin, Dong, Xisong, Yu, Jiehan, Xiong, Gang, Zhu, Fenghua, Shen, Zhen, Hu, Bin, IEEE. Big Data Platform & Typical APP Services for Urban Public Transportation. 2017 CHINESE AUTOMATION CONGRESS (CAC)null. 2017, 7565-7570, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427816107123.
[40] Shi Chen, Zhouxian Pan, Yanyan Wu, Zhaoqi Gu, Man Li, Ze Liang, Huijuan Zhu, Yong Yao, Wuyang Shui, Zhen Shen, Jun Zhao, Hui Pan. The role of three-dimensional printed models of skull in anatomy education: a randomized controlled trail. SCIENTIFIC REPORTS[J]. 2017, 7(1): https://doaj.org/article/cb1164a81958472a842d6b48f0f565c0.
[41] 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, [42] 吴颜延, 古兆琦, 潘周娴, 李曼, 陈适, 潘慧, 朱惠娟, 沈震, 姚勇, 税午阳, 赵峻. 3D打印颅骨在颅底解剖教学中的应用. 基础医学与临床[J]. 2017, 37(10): 1486-1490, http://lib.cqvip.com/Qikan/Article/Detail?id=673371784.
[43] 陈适, 潘周娴, 吴颜延, 古兆琦, 李曼, 潘慧, 朱惠娟, 沈震. 随机对照教学试验的设计和实施——以3D打印颅骨教学为例. 中国高等医学教育. 2017, 7-8, http://lib.cqvip.com/Qikan/Article/Detail?id=673254797.
[44] Zhang Xipeng, Xiong Gang, Shen Zhen, Zhao Yiyao, Guo Chao, Dong Xisong, IEEE. A GPU-based Parallel Slicer for 3D Printing. 2017 13TH IEEE CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE)null. 2017, 55-60, [45] 王飞跃, 商秀芹, 刘健, 袁勇, 熊刚, 沈震, 范东. 软著：用于高端穿戴产品个性定制的社会制造平台软件（简称：个性定制的社会制造平台）V1.0. 2017, http://ir.ia.ac.cn/handle/173211/19531.
[46] 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.
[47] Wang Mian, Liu Xiwei, Dong Xisong, Xiong Gang, Shen Zhen, Bai Ruilin, IEEE. A Novel Method to Detect and Suppress Mechanical Resonance for Servo System. PROCEEDINGS OF 2016 9TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1null. 2016, 349-354, [48] Ni Zhenliang, Shen Zhen, Guo Chao, Xiong Gang, Nyberg Timo, Shang Xiuqin, Li Shuangshuang, Wang Yiming, IEEE. The Application of the Depth Camera in the Social Manufacturing: A review. PROCEEDINGS 2016 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI)null. 2016, 66-70, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000389544400012.
[49] 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.
[50] Z Shen, K Wang, FY Wang, C L Philp Chen. GPU based genetic algorithms for the dynamic sub-area division problem of the transportation system. IFAC World Congressnull. 2014, 5115-5120., http://ir.ia.ac.cn/handle/173211/5109.
[51] 沈震. Fundamentals of ordinal optimization, in Stochastic Simulation Optimization for Discrete Event Systems. World Scientific. 2013, [52] Wang Kai, Shen Zhen, Wang FeiYue. Application of vector ordinal optimization to the transportation systems with agent based modelling. 2013 IEEE international conference on automation science and engineering: CASE 2013, Madison, Wisconsin, USA, 17-20 August 2013, pages 581-1156, v.2null. 2013, 898-903, http://ir.ia.ac.cn/handle/173211/15453.
[53] Shen, Z, Wang, K, Wang, F Y, IEEE. GPU based Non-dominated Sorting Genetic Algorithm-II for Multi-objective Traffic Light Signaling Optimization with Agent Based Modeling. 2013 16TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS - (ITSC)null. 2013, 1840-1845, [54] Wang, Kai, Shen, Zhen. A GPU-Based Parallel Genetic Algorithm for Generating Daily Activity Plans. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2012, 13(3): 1474-1480, https://www.webofscience.com/wos/woscc/full-record/WOS:000312805000044.
[55] 沈震. GPU based Ordinal Optimization for traffic signal coordination. Proceedings of the 2012 IEEE International Conference on Service Operations, Logistics, and Informatics (SOLI’12). 2012, [56] Shen Zhen, Xiong Gang, Li Shuangshuang. A k-Nearest Neighbor Locally Weighted Regression Method for Short-Term Traffic Flow Forecasting. IEEE International Conference on Intelligent Transportation Systems (ITSC)null. 2012, 1596-1601, http://ir.ia.ac.cn/handle/173211/5077.
[57] 沈震. A GPU based traffic parallel simulation module of artificial transportation systems. Proceedings of the 2012 IEEE International Conference on Service Operations, Logistics, and Informatics (SOLI’12). 2012, [58] 沈震. Overview of service science, management, and engineering. Service Science. Management and Engineering: Theory and Applications. 2012, [59] Shuangshuang Li, FeiYue Wang, Zhen Shen. A weighted pattern recognition algorithm for short-term traffic flow forecasting. 2012, http://ir.ia.ac.cn/handle/173211/22069.
[60] 程长建, 王飞跃, 沈震, 刘希未. 智能企业平行管理系统的概念，架构及应用. 第七届（2012）中国管理学年会平行管理分会场论文集（选编）null. 2012, http://ir.ia.ac.cn/handle/173211/11404.
[61] 韩峰, 商秀芹, 沈震, 熊刚, 荆思凤. 生产企业非常规突发事件的平行应急管理关键技术与系统. 2011, http://ir.ia.ac.cn/handle/173211/19342.
[62] 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, [63] Wang, Kai, Shen, Zhen. Artificial Societies and GPU-Based Cloud Computing for Intelligent Transportation Management. IEEE INTELLIGENT SYSTEMSnull. 2011, 26(4): 22-28, http://ir.ia.ac.cn/handle/173211/9755.
[64] Wang FeiYue, Shen Zhen, Cheng ChangJian. A fuzzy model on how the management affects a worker's state. IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)null. 2010, 58-63, http://ir.ia.ac.cn/handle/173211/4978.
[65] Shen, Zhen, Zhao, QianChuan, Jia, QingShan. Quantifying Heuristics in the Ordinal Optimization Framework. DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS[J]. 2010, 20(4): 441-471, http://www.irgrid.ac.cn/handle/1471x/973019.
[66] Shen, Z, Zhao, Q C, Jia, Q S, Sun, J. Universal Alignment Probability Revisited. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS[J]. 2009, 141(2): 371-376, https://www.webofscience.com/wos/woscc/full-record/WOS:000265384000008.
[67] Shen Zhen, Zhao QianChuan, IEEE. Ant Colony Optimization for Single Car Scheduling of Elevator Systems with Full Information. ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6null. 2009, 1544-1550, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000273183200300.
[68] Shen, Zhen, Ho, YuChi, Zhao, QianChuan. Ordinal Optimization and Quantification of Heuristic Designs. DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS[J]. 2009, 19(3): 317-345, https://www.webofscience.com/wos/woscc/full-record/WOS:000267293900003.
[69] Shen Zhen, Zhao Qianchuan, IEEE. A branch and bound method to the continuous time model elevator system with full information. PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8null. 2007, 324-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000255608500063.
[70] Shen, Zhen, Yao, Yong, Xie, Yi, Guo, Chao, Shang, Xiuqin, Dong, Xisong, Li, Yuqing, Pan, Zhouxian, Chen, Shi, Pan, Hui, Xiong, Gang. The process of 3D-printed skull models for the anatomy education. http://arxiv.org/abs/1711.07106.

（1） Overview of service science, management, and engineering. Service Science, Management and Engineering: Theory and Applications, Zhejiang University Press, 2012-01, 第 1 作者
（2） Fundamentals of ordinal optimization, Stochastic Simulation Optimization for Discrete Event Systems, World Scientific, Singapore, 2013-02, 第 4 作者
（3） 人工智能——用AI技术打造智能化未来, 中国科学技术出版社, 2019-12, 第 其他 作者

现指导学生

杨静  硕士研究生  081104-模式识别与智能系统  

何畅  硕士研究生  085400-电子信息  

王栋  硕士研究生  085400-电子信息  

2020.09~  方启航  中国科学院  博士  控制理论与控制工程

2019.09~今 Tariku Sinshaw Tamir  中国科学院  博士  控制理论与控制工程  

2018.09~今  赵美华  中国科学院  博士  控制理论与控制工程

2017.09~今  李志帅  中国科学院  博士  控制理论与控制工程

2015.09~2018.07  张淅鹏  中国科学院  硕士  控制理论与控制工程

2013.09~2018.07  李双双  中国科学院  博士  控制理论与控制工程

2012.09~2017.07  王凯  中国科学院  博士  控制理论与控制工程

2018  王卉（北京化工大学）  去向：北京大学

2018  崔楷欣（北京化工大学）  去向：北京理工大学

2018  柳溢文（北京工业大学）  去向：中国科学院信息工程研究所

2018~2019  赵映菲（北京联合大学)

2018~2019  杨静（北京化工大学）  去向：中国科学院自动化研究所

2018~2019  王琦（北京化工大学）  去向：中国科学院自动化研究所

2018~2019  廖家伟（北京化工大学）  去向：浙江大学

2018~2019  马越（北京化工大学）  去向：Syracuse University

2017~2019  宋奕霄（北京化工大学）  去向：University of Manchester

2017~2019  包音（北京化工大学）  去向：University of Southampton

2017~2018  李雨勍（北京化工大学）  去向：University of Southern California

2017~2018  张星佳丽（北京化工大学）  去向：Georgia Institute of Technology

2016~2017  谢怿（北京化工大学）  去向：University of Manchester

2016~2017  王冕（江南大学）

2016~2017  杨舒展（北京大学）  去向：University of Pennsylvania

2016  白子豪