智能检测、系统优化与安全实验室

陈娟，博士，教授，博士生导师

发布人：信息学院发布时间：2020-04-01浏览次数：964


陈娟，工学博士，教授，博士生导师，控制科学与工程学科主任。

1999年获得哈尔滨工业大学导航制导工程硕士，2006年获北京化工大学控制科学与工程博士学位。

主要研究方向为：检测与智能检测、人工智能及其应用，先进控制方法，多变量控制方法，系统优化及软测量技术等。担任中国人工智能学会机器学习专业委员会委员。主持了国家自然科学基金3项，中石油青年基金1项，中石油风险基金1项，企业横向课题5项。中国发明专利授权3项，发表SCI/EI收录论文90余篇，其中SCI Top收录5篇。



教学课程Teaching Courses

课程名称

面向对象

自控控制理论

本科生

现代控制理论

本科生

测控前沿讲座

本科生

自动化科学导论

本科生


主持的科研项目 Research Projects

项目名称

项目来源

基于数据驱动的超声波中药萃取过程工艺优化和关键参数测量

国家自然科学基金

超声波变频湍动“破壁-传质”中药提取机理及工艺优化研究

国家自然科学基金

三电极平衡式“微量溶解氧传感(器)技术的研究

国家自然科学基金

非介入式管道压力磁弹波检测方法的研究

中石油青年基金

长距离输气管线超声腐蚀、内窥视形貌检测技术的研究

中石油风险基金

生活饮用水质五参数监测技术的研究

特色横向

水质检测装置

特色横向

超声波中药萃取温度控制系统的研究

横向：北京华科仪电力仪表研究所

仪表的硬件和软件部分研发

横向

分段无损检测服务

横向

超声波中药萃取工艺控制系统的研究

横向

微量溶解氧传感(器)控制技术的研发

横向

超声波提取分析系统

横向


已授权专利：

  1. 多变量时滞非最小相位非方系统的解耦内模控制器，控制系统和控制方法。发明专利201510558099.1

  2. 无缝线路长钢轨锁定轨温的检测方法。201610320353.9

  3. 超声波干耦合轮式聚焦探头。ZL 2009 2 0222312.1

  4. 铁磁材料磁弹波应力检测系统200820124386.7

主要成果、奖励Main Achievements&Awards

  1. 河南省科学技术进步三等奖；CO2气体保护焊焊丝绕卷技术及设备的研究

  2. 2014年北京化工大学优秀教师

  3. 2015北京化工大学第十三届我“心中最亮的星”十佳教师

学术论文Research Papers

  1. Cuiying Dong, Juan Chen *. Optimization of process parameters for anaerobic fermentation of corn stalk based on least squares support vector machine. Bioresource Technology. 271 (2019) ：174–181

  2. Cuiying Dong ,Juan Chen *, Ruolin Guan , Xiujin Li c, Yuefeng Xin. Dual-frequency ultrasound combined with alkali pretreatment of corn stalk for enhanced biogas production. Renewable Energy 127 (2018):444-451.

  3. Juan Chen∗, Shuang Liu∗, Xin Qi, Sifan Yan, Qing Guo. Study and design on chemical oxygen demand measurement based on ultraviolet absorption. Sensors and Actuators B: Chemical. 254 (2018)： 778–784

  4. Chen Juan，He Ze—Fang，Qi Xin．The new method of decoupling internal model control for multivariable non-square systems with multiple time delays．Journal of Process Control.2011,21(4): 538-546.

  5. Zhe Li, Shunhao Huang and Juan Chen*. A novel method for total chlorine detection using machine learning with electrode arrays. RSC Advances(Royal Society of Chemistry 2019) 2019, 9：34196–34206.

  6.  Bote Lv, Juan Chen*, Boyan Liu and Cuiying Dong. AO-BBO: A Novel Optimization Algorithm and Its Application in Plant Drug Extraction. Current Topics in Medicinal Chemistry, 2019, 19：139-145.

  7. Zhe Li, Ming Lei, Juan Chen*, Xin Qi,An All-Solid-State Polymeric Membrane chloride ion-selectiveElectrode with Nanowires poly(3,4-ethylenedioxythiophene) as Solid Contact, International Journal of ELECTROCHEMICAL SCIENCE, 2017,12:11715 – 11727

  8. Yu Deng , Zhe Li, Juan Chen* , Xin Qi. The effects of the structure characteristics on Magnetic Barkhausen noise in commercial steels. Journal of Magnetism and Magnetic Materials 451 (2018) ：276–282.

  9. Juan Chen, Xiaoyi Huang, Yanlei Qi, Xin Qi, Qing Guo. Process Optimization of Ultrasonic Extravtion of Puerarin Based on Support Vector Machine. Chinese Journal of Chemical Engineering, 2014, 22(7)： 735-741.

  10. Kaiyue Liu, Juan Chen*, Rui Wang. Internal Model Control with Improved Butterworth Filter Based on Inverted Decoupling for Multivariable Systems. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) Bari, Italy. October 6-9, 2019:511-571(CCF-C)

  11. Chunxiu Shi, Jie Chen, Juan Chen* and Zheng Zhang. Feature Enhanced Fully Convolutional Networks for Monocular Depth Estimation. The 6th IEEE International Conference on Data Science and Advanced Analytics，5-8 October 2019，Washington DC -USA.DSAA2019:270-276. (CCF-C).

  12. J.Chen*, B.J.Zhang, D.Shu, X.Zhou, W.Wang, X.Qi. Improvement of stress testing performance using Barkhausen noise sensor. Sensors and Actuators A: Physical. 2011.168(7):51–57

  13. 罗锐涵，陈娟*，王齐. 改进生物地理学算法对正丁烷异构反应模型的优化.化工学报. CIESC Journal, 2018, 69(3): 1158-1166

  14. Chunxiu Shi, Jie Chen, Juan Chen *. Residual Feature Pyramid Architecture for Monocular Depth Estimation. The 16th International Conference on Cooperative Design, Visualization and Engineering，Oct. 6 - 9, 2019, Mallorca, Balearic Islands, Spain. Y. Luo (Ed.): CDVE 2019, LNCS 11792：261–266, 2019.

  15. 陈蜀鹏,陈娟,黄顺昊,祁欣,李帅,邸锦玉,李鹏博. LS -SVM 算法在无缝线路锁定轨温检测中的应用. 北京化工大学学报(自然科学版).2019,46(3):87-92

  16. 秦宏鹏，刘翔宇，陈娟. 溶解氧多参数智能补偿校正检测技术的研究. 北京化工大学学报(自然科学版). 2019, 46 (3): 99-104

  17. 刘翔宇,秦宏鹏,陈娟. 微量Clark 型溶解氧传感器透氧膜的研究. 北京化工大学学报(自然科学版)2019,46 (1):99-103

  18. 吕波特,陈娟,王齐,董翠英, 刘博研. 基于嵌入式系统的中药提取软测量方法研究. 北京化工大学学报(自然科学版).2018,45(3):95-100.

  19. 孙 奎,李 哲,陈 娟.微量级氯离子电极传感器的研究. 工业仪表与自动化装置.2018,5:13-16

  20. 孙奎李哲陈娟.基于三电极体系计时电流法的氯离子检测.电子测量技术.2017,11: 29-33

  21. 王齐,陈娟*,改进生物地理学优化算法及其在PID控制器参数中的优化[J]. 南京理工大学学报（自然科学版). 2017, 41(4): 519-525

  22. 董翠英,陈娟*, 超声提取植物药有效成分的研究进展[J]. 中成药, 2017, 39(7): 1473-1477

会议论文

  1. Liu Boyan, Chen Juan*, Dong Cuiying. Small Dataset Modeling and Application of Plant Medicine Extraction. International Conference on Cognitive Systems and Signal Process. 2019,Beijing.China. ICCSIP 2019, CCIS 1006: 381–3921006:381-392. First Online:27 April 2019

  2. Jie Chen, Chunxiu Shi,Juan Chen*.A High Precision Localization Method in the Wireless Sensor Network. 2019 Chinese Automation Congress (CAC 2019), Nov. 22 to Nov.24. Hangzhou, China

  3. Jie Chen Chunxiu Shi, Juan Chen*. Application of high precision localization in following service robots. 2019 Chinese Automation Congress (CAC 2019), Nov. 22 to Nov.24. Hangzhou, China

  4. Yifeng Xu, Zhenmin Wang, and Juan Chen*.Formation Tracking Control for Multi-agent Systems on Directed Graphs. Proceedings of the 38th Chinese Control Conference (CCC2019). July 27-30, 2019, Guangzhou, China.:47-52(EI)

  5. Yifeng Xu, Juan Chen*,QiaoningYang. Human Posture Recognition and Fall Detection Using Kinect V2 Camera. Proceedings of the 38th Chinese Control Conference (CCC2019). July 27-30, 2019, Guangzhou, China. :8488-8493(EI)

  6. Liu Boyan, Chen Juan*, Dong Cuiying. Optimization of ultrasonic extraction of liquiritin by response surface methodology. Chinese Automation Congress. 2017 Chinese Automation Congress(CAC2017). Oct. 20 t~ Oct.22. Ji Nan, China.2017: 5730-5734. (EI)

  7. Bote Lv, Juan Chen*, Cuiying Dong, Qi Wang. Soft Measurement of Puerarin Extraction Based on GA-SVM. 2017 Chinese Automation Congress(CAC2017). Oct. 20 ~ Oct.22. Ji Nan, China2017:5005-5009 (EI)

  8. Hang Wang,Yuqi Zhu, Juan Chen*.A design Method of Decoupling IMC Control for Multi-Variable System Based on Butterworth Filter.The 2017 American Control Conference Seattle,Washington.May 24-26,2017(EI)

  9. Bufan Tong, Juan Chen*, Hang Wang, Yakun Yu, A Control Method for MIMO Systems with MultipleTime Delays, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Banff Center, Banff, Canada, October 5-8, 2017:2203-2208

  10. Shuang Zhang, Juan Chen*, Yakun Yu , Control for Nonlinear System with Non-Gaussian Noise, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Banff Center, Banff, Canada, October 5-8, 2017:2099-2104.

  11. Juan Chen*, Shuang Zhang, Bufan Tong. Applying a Cubature Kalman Filter for the Nonlinear State Estimations of a Continuous Stirred Tank Reactor. 2017, Chongqing,China.29th Chinese Control and Decision conference(CCDC) :6472-6477

  12. Juan Chen*, Chao Dingtao, Guo Qing. Slinding Mode Control Based on LTR Observer for pH Control. 2017 May 26-27, Chongqing, China. 2017IEEE 6th Data Driven Controll and Learning System conference(DDCL) :723-728

  13. Juan Chen*, Bufan Tong, Shuang Zhang. LTR Control Based On GA-BP Neural Network For Hammerstein Model Of pH NeutralizationProcess. 2017, Chongqing,China.29th Chinese Control and Decision conference(CCDC) :5591-5597


研究成果Research Achievements