中文 Home Login collection
头像
Chen, Yun
Email:
Office:
Address:
PostCode:
Fax:
  • Home
  • Projects
  • Publications
  • Patents
  • Team
  • Awards
  • Essay

您是第10 Access

  • Introduction
  • Research Focus

    Sensor-based modeling and analysis of complex systems for process monitoring and control, system diagnostics and prognostics, quality improvement, and performance optimization, with special focus on nonlinear stochastic dynamics, and the resulting chaotic, recurrence, self-organizing, long-range dependence behaviors:

    ·Big data analytics for large-scale complex systems

    ·Complex systems monitoring, modeling and control

    ·Computer simulation and optimization

    ·Quality engineering and applied statistics

    ·Mechanical, healthcare informatics and signal processing

  • Education Background

    Ph.D., Industrial and Management Systems Engineering, University of South Florida, May 2016

    –Dissertation:Mining Dynamic Recurrences in Nonlinear and Nonstationary Systems for Feature Extraction, Process Monitoring and Fault Diagnosis

    –Advisor: Dr. Hui Yang

    M.Sc., Industrial and Management Systems Engineering, University of South Florida, May 2012

    B.Sc., Applied Mathematics, University ofScience and Technology of China, July 2009

    –Special Class for the Gifted Young, gifted young students under the age of 16

  • Teaching
  • Projects
  • Publications
  • Patents
  • Team
  • Awards
  • Essay
    • Publications

      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): 938-947


      Book 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, 2013


      Conference 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

    • Projects

      起止时间

      Time

      资助机构

      Sponsor

      研究题目

      Title

      承担任务

      Task

      2018.1.-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

      PI

      2018.1.-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-PI

      2017.7.-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

      PI

      2017.7.-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


Copyright © JiangSu University of Science and Technogly