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陈赟 副教授 机械工程学院 个人邮箱： yunchen.just@foxmail.com 办公地点： 机械学院633 通讯地址： 江苏省镇江市梦溪路2号 邮政编码： 212003 传真： 个人首页 科研项目 论文著作 专利成果 科研团队 获奖动态 教学随笔 您是第8077 位访问者 个人简介 研究方向 基于传感器的建模和分析，用于对复杂系统的过程监控和控制，系统诊断和预测，质量提升和性能优化。特别专注于对非线性动态系统，以及其产生的混沌、递归、自组织和长期相关性的研究：·对大尺度复杂系统的大数据分析·复杂系统的监测，建模和控制·计算机模拟和优化·质量工程和应用统计·机械、医疗信息学和信号处理 教育经历 博士：工业和管理系统工程，南佛罗里达大学，2016年5月毕业–毕业论文：挖掘非线性和非平稳系统中的动态回归用于特征量提取，过程监控和错误诊断–指导老师：杨徽硕士：工业和管理系统工程，南佛罗里达大学，2013年8月毕业本科：应用数学，中国科学技术大学，2009年7月毕业–少年班 课程教学 2017-2018学年，秋季：本科留学生，《专业英语》2017-2018学年，秋季：本科生，《认识实习》2016-2017学年，春季：硕士研究生，《工业工程》2016-2017学年，春季：本科生，《计算方法》2016-2017学年，春季：本科生，《企业实习》 科研项目 论文著作 专利成果 科研团队 获奖动态 教学随笔 科研项目 起止时间Time资助机构Sponsor研究题目Title承担任务Task2018.1.-2020.12.国家自然科学基金（青年科学基金：51705214）National Natural Science Foundation of China (NSFC)基于非线性动力学的组织工程支架打印过程监测和故障诊断方法研究Mining Nonlinear Dynamics in Tissue Engineering Scaffold Printing System for Process Monitoring and Fault Diagnosis项目负责人PI2018.1.-2020.12.国家自然科学基金（青年科学基金：51705216）National Natural Science Foundation of China (NSFC)基于混沌理论的船用中速柴油机主轴承磨合质量在线定量评价方法项目参与者Co-PI2017.7.-2020.6.江苏省自然科学基金(青年基金：BK20170582)Natural Science Foundation of Jiangsu Province面向增材制造过程非线性动力学特性的在线监控和故障诊断方法研究项目负责人PI2017.7.-2020.6.江苏省自然科学基金(青年基金：BK20170584)Natural Science Foundation of Jiangsu Province船用柴油机主轴承磨合质量在线定量评价方法研究项目参与者Co-PI 专利成果 科研团队 获奖动态 教学随笔 论文著作 Journal Publications:(1) Yun Chen and Hui Yang*, A Novel Information-Theoretic Approach for Variable Clustering and Predictive Modeling Using Dirichlet Process Mixtures, Scientific Reports. 2016, 6(38913): 1-13 (SCI:000389698500003)(2) Yun Chen and Hui Yang*, Numerical simulation and pattern characterization of spatiotemporal dynamics on fractal surfaces for the whole-heart modeling applications, EPJB, 2016, 89(8): 1-16 (SCI:000382151000001)(3) Yun Chen and Hui Yang*, Sparse Modeling and Recursive Prediction of Space-time Dynamics in Stochastic Sensor Network, IEEE Transactions on Automation Science and Engineering, 2016, 13(1): 215-226 (SCI:000374443300022)(4) Yun Chen and Hui Yang*, Heterogeneous Recurrence Representation and Quantification of Dynamic Transitions in Continuous Nonlinear Processes, EPJB, 2016, 89(6): 1-11(5) Yun Chen and Hui Yang*, Self-organized Neural Network for the Quality Control of 12-lead ECG Signals, Physiological Measurement, 2012, 33(9): 1399-1418 (SCI:000308998700002)(6) Yun Chen and Hui Yang*, Multiscale Recurrence Analysis of Long-Term Nonlinear and Nonstationary Time Series, Chaos, Solitons and Fractals, 2012, 45(7): 978-987 (SCI:000306383000008)(7) Hui Yang* and Yun Chen, Heterogeneous Recurrence Monitoring and Control of Nonlinear Stochastic Processes, Chaos, 2014, 24(1): 013138(8) Hui Yang*, Chen Kan, Gang Liu and Yun Chen, Spatiotemporal Differentiation of Myocardial Infarctions, IEEE Transactions on Automation Science and Engineering, 2013, 10(4): 938-947Book Chapters:(1) Yun Chen, F. Leonelli and Hui Yang, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Heterogeneous Sensing and Predictive Modeling of Postoperative Outcomes), Wiley, 2016(2) Hui Yang, Yun Chen and F. Leonelli, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Characterization and Monitoring of Nonlinear Dynamics and Chaos in Complex Physiological Systems), Wiley, 2016(3) Chen Kan, Yun Chen and Hui Yang, Telehealthcare Computing and Engineering: Principles and Design (Multiscale Quality Control of Telemedicine ECG Signal Acquisition), CRC Press, 2013Conference Proceedings:(1) Yun Chen and Hui Yang*, Heterogeneous Recurrence T2 Charts for Monitoring and Control of Nonlinear Dynamic Processes, Proceedings of 2015 IEEE International Conference on Automation Science and Engineering (CASE), Gothenburg, Sweden, 2015.8.24-8.28(2) Yun Chen and Hui Yang*, Sparse Particle Filtering for Modeling Space-Time Dynamics in Stochastic Sensor Network, Proceedings of IIE Annual Conference & EXPO 2015, Nashville, USA, 2015.5.30-6.02(3) Yun Chen and Hui Yang*, Heterogeneous Recurrence T2 Statistics for Detecting Dynamic Transitions in Continuous Nonlinear and Nonstationary Processes, Proceedings of IIE Annual Conference & EXPO 2015, Nashville, USA, 2015.5.30-6.02(4) Yun Chen, Gang Liu and Hui Yang*, Sparse Particle Filtering for Modeling Space-Time Dynamics in Distributed Sensor Networks, Proceedings of 2014 IEEE International Conference on Automation Science and Engineering (CASE), Taipei, Taiwan, 2014.8.18-8.22(5) Yun Chen and Hui Yang*, Wavelet Packet Analysis of Disease-Altered Recurrence Dynamics in the Long-Term Spatiotemporal Vectorcardiogram (VCG) Signals, Proceedings of 2013 IEEE Engineering in Medicine and Biology Society Conference (EMBS), Osaka, Japan, 2013.7.03-7.07(6) Yun Chen and Hui Yang*, A Comparative Analysis of Alternative Approaches for Quantifying Nonlinear Dynamics in Cardiovascular System, Proceedings of 2013 IEEE Engineering in Medicine and Biology Society Conference (EMBS), Osaka, Japan, 2013.7.03-7.07(7) Yun Chen and Hui Yang*, A Comparative Analysis of Alternative Approaches for Exploiting Nonlinear Dynamics in the Heart Rate Time Series, Proceedings of the 7th INFORMS Workshop on Data Mining and Health Informatics (DM-HI 2012), Phoenix, USA, 2012.10.14-10.17(8) Chen Kan, Yun Chen, F. Leonelli and Hui Yang*, Mobile Sensing and Network Analytics for Realizing Smart Automated Systems towards Health Internet of Things, Proceedings of 2015 IEEE International Conference on Automation Science and Engineering (CASE), Gothenburg, Sweden, 2015.8.24-8.28(9) Gang Liu, Chen Kan, Yun Chen and Hui Yang*, Model-Driven Parametric Monitoring of High-dimensional Nonlinear Functional Profiles, Proceedings of 2014 IEEE International Conference on Automation Science and Engineering (CASE), Taipei, Taiwan, 2014.8.18-8.22 论文著作 专利成果 科研团队 获奖动态 教学随笔