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Dongping Du

PhD, University of South Florida

Assistant Professor

Department of Industrial, Manufacturing and Systems Engineering

Texas Tech University

PO Box 43061

Lubbock, TX  79409

Tel: 806-834-7388

Fax: 806-742-3411

E-mail: dongping.du@ttu.edu

 

Complex System Modeling, Control, and Optimization Laboratory

News

~Oct 2019, Congrats! Zhiyong won the first place in the QSR Student Poster Competition in the Annual INFORMS Meeting 2019

~July 2019, Amir’s paper “A Novel Motion Artifact Removal Method Via Joint Basis Pursuit Linear Program to Accurately Monitor Heart Rate” is accepted by IEEE Sensors Journal. Congratulations to Amir!

~Sept. 2018, Zhiyong’s paper ‘Efficient Uncertainty Quantification and Propagation in Multi-scale Modeling of Cardiac Electrophysiology’ is accepted by Computers in Biology and Medicine. Congratulations to Zhiyong!.

~June 2018, Welcome Adib Zaman joining Dr. Du’s research Group.

~May 2018, Dr. Du’s collaborative work on ‘Propagation of Parametric Uncertainty in Aliev-Panfilov Model of Cardiac Excitation’ and ‘Robust Control Design of Heart Rate Response during Treadmill Exercise under Parametric Uncertaintywere accepted for publication by IEEE EMBC 2018.

~Congrats! Lianning’s paper ‘Heart Rate Tracking Using Multiple Wrist-type Photoplethysmography during Physical Activities via Joint Sparse Spectrum Reconstruction’ is accepted for publication by IEEE EMBC 2018.

~Dr. Du’s collaborative work ‘Fault detection and diagnosis using empirical mode decomposition based principal component analysis’ was published on Computers & Chemical Engineering.

More news

Research Interests

Nonlinear stochastic modeling and analysis of complex systems for process monitoring and control, system diagnostics and prognostics, quality improvement, and performance optimization

·                     Complex systems monitoring, modeling and control

·                     Biomedical informatics and computational cardiology

·                     Computer simulation and optimization

·                     Big data analytics for large-scale complex systems

·                     Quality engineering and applied statistics

Publications

Journal Publications

A. Koneshloo*, D. Du, “A Novel Motion Artifact Removal Method Via Joint Basis Pursuit Linear Program to Accurately Monitor Heart Rate”, IEEE Sensors Journal, 2019. DOI: 10.1109/JSEN.2019.2927994

Liu, Z., Zhang, HC., Peng, S., Kim, H., Du, D., Cong, W., “Analytical modeling and experimental validation of powder stream distribution during direct energy deposition”, Vol. 30, 2019. DOI: 10.1016/j.addma.2019.100848

Son, J., Du, D., Du, Y., “Stochastic Modeling and Dynamic Analysis of the Cardiovascular System with Rotary Left Ventricular Assist Devices”, Mathematical Problems in Engineering, Vol. 2019, pp. 1-18, 2019. DOI: 10.1155/2019/7179317

Z. Hu*, D. Du, “Efficient Uncertainty Quantification and Propagation in Multi-scale Modeling of Cardiac Electrophysiology”, Computers in Biology and Medicine, 2018. DOI: 10.1016/j.compbiomed

Y. Du, H. Budman, T. A. Duever, D. Du, “Fault Detection and Diagnosis for Nonlinear Chemical Process using Lasso and Gaussian Process. Industrial & Engineering Chemistry Research, 2018. DOI: 10.1021/acs.iecr.8b01110

Y. Du, D. Du, “Fault Detection and Diagnosis using Empirical Mode Decomposition based Principal Component Analysis”, Computers and Chemical Engineering, 2018. DOI: 10.1016/j.compchemeng.2018.03.022

D. Du, H. Yang, S. A. Norring, and E. S. Bennett, “In-silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Channel Gating of Mouse Ventricular Myocytes,” IEEE Journal of Biomedical and Health Informatics (Featured Article), Vol 22, No. 2, 2017. DOI: 10.1109/JBHI.2017.2664579

W. Xing, D. Du, “Dropout Prediction in MOOCs: Using Deep Learning for Personalized Intervention”. Journal of Educational Computing Research, 2018. DOI: 10.1177/0735633118757015

H. Wang, F. Ning, Y. Hu, D. Du, W. Cong, “Surface Grinding of CFRP Composites Using Rotary Ultrasonic Machining: Design of Experiment on Cutting Force, Torque and Surface Roughness”. International Journal of Manufacturing Research, 12(4), 461-479, 2017. DOI: 10.1504/IJMR.2017.10008389

D. Du, H. Yang, A. R. Ednie, and E. S. Bennett, “Statistical Metamodeling and Sequential Design of Computer Experiments to Model Glyco-altered Gating of Sodium Channels in Cardiac Myocytes”, vol. 20, issue 5, p. 1439-52, IEEE Journal of Biomedical and Health Informatics, 2016. DOI: 10.1109/JBHI.2015.2458791

D. Du, H. Yang, S. A. Norring, and E. S. Bennett, “In-Silico Modeling of Glycosylation Modulation Dynamics In HERG Channels and Cardiac Electrical Signaling,” IEEE Journal of Biomedical and Health Informatics (Featured Article), Vol. 18, No. 1, 2013. DOI: 10.1109/JBHI.2013.2260864

S. A. Norring, A. R. Ednie, T. A. Schwetz, D. Du, H. Yang and E. S. Bennett, “Channel Sialic Acids Limit hERG Channel Activity During the Ventricular Action Potential,” The FASEB Journal, vol. 27, issue 2, p. 622-631, 2013. DOI: 10.1096/fj.12-214387

* Student advised

Conference Proceedings

D. Du, Z. Hu*, Y. Du, “Model Identification and Physical Exercise Control using Nonlinear Heart Rate Model and Particle Filter”, International Conference on Automation Science and Engineering (CASE), Vancouver Canada, 2019

H. Yan, X. Zhao, Z. Hu*, D. Du, “Physics-based Deep Spatio-temporal Metamodeling for Cardiac Electrical Conduction Simulation”, International Conference on Automation Science and Engineering (CASE), Vancouver Canada, 2019

L. Zhu*, D. Du, “Heart Rate Tracking Using Multiple Wrist-type Photoplethysmography during Physical Activities via Joint Sparse Spectrum Reconstruction”, 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, July, 2018

J. Son, Y. Du, D. Du, “Propagation of Parametric Uncertainty in Aliev-Panfilov Model of Cardiac Excitation”, 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, July, 2018

Y. Du, D. Du, “Robust Control Design of Heart Rate Response during Treadmill Exercise under Parametric Uncertainty”, 2018 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Honolulu, HI, July, 2018

Y. Du, D. Du, “Fault Detection Using Empirical Mode Decomposition Based PCA and CUSUM with Application to the Tennessee Eastman Process”, 10th IFAC International Symposium on Advanced Control of Chemical Process, Shenyang, China, July, 2018

Koneshloo, A.*, D. Du, “Coronary Heart Disease Diagnosis Using Kernel PCA and Adaptive Boosting”, Proceedings of the 2018 IISE Annual Conference, Orlando, May, 2018

Y. Du, D. Du, “Cardiac Image Segmentation Using Generalized Polynomial Chaos Expansion and Level Set Function,” Proceedings of 2017 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Jeju, Korean, 11-15 July. 2017.

D. Du, Y. Du, “Global Sensitivity Analysis for developing biological models: Application to K+ channel Model in Mouse Ventricular Myocytes,” Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Jeju, Korean, 11-15 July. 2017.

Y. Du, D. Du, “Propagation of Parametric Uncertainty for The K+ Channel Model In Mouse Ventricular Myocytes,” Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Orlando, FL, 6-20 Aug. 2016, DOI: 10.1109/EMBC.2016.7591993

D. Du, Y. Du, “Detection of Propagating Directions of Electrical Wavefront in Atrial Fibrillation,” Proceedings of 2016 IEEE Engineering in Medicine and Biology Society Conference (EMBC), Orlando, FL, 6-20 Aug. 2016, DOI: 10.1109/EMBC.2016.7591299

D. Du, H. Yang, S. A. Norring, and E. S. Bennett, “Multiscale Modeling of Glycosylation Modulation Dynamics in Cardiac Electrical Signaling,” Proceedings of 2011 IEEE Engineering in Medicine and Biology Society Conference (EMBC), p.104-107, Boston, MA, August, 2011 (IBM Best Paper Award), DOI: 10.1109/IEMBS.2011.6089907

D. Yu, D. Du, H. Yang, and Y. Tu, “Parallel Computing Simulation of Electrical Excitation and Conduction in the 3D Human Heart,” Proceedings of 2014 IEEE Engineering in Medicine and Biology Society Conference (EMBC), p.4315-4319, Chicago, IL, Sept., 2014, DOI: 10.1109/EMBC.2014.6944579

Y. Du, H. Wang, D. Du, “Nonperiodic Cycle Detection and Application In Gas Liquid Two-Phase Flow,” Proceedings of 2010 IEEE Instrumentation and Measurement Technology Conference, p. 255-258, Austin, TX, May, 2010, DOI: 10.1109/IMTC.2010.5488171

* Student advised

Courses

IE5319 Risk Modeling and Assessment, Spring, 2016, 2017, 2018, Fall 2019

IE5345 Reliability Theory, Fall, 2016, 2017, 2018

Engineering Data Analysis, Spring 2019

Activities

Honors and Awards

IBM Best Paper Award (the 1st place) in the 33th Annual International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), 2011

Featured Article by IEEE Journal of Biomedical and Health Informatics, 2014, 2018

The 1st Place in CIEADH Doctoral Colloquium Poster Competition, IIE Annual Conference 2014

Entrepreneurial Lead of NSF I-Corps Team for market research and commercialization of the Mobile and E-Network Smart Health Care (MESH) technology, 2014

Distinguished Graduate Student in the Envision Magazine of College of Engineering at the University of South Florida (1 selected/year), 2014.

The 2nd Place in IIE Mobile App Competition for MESH software development in the IOS platform, IIE Annual Conference, 2014

Semifinalist, MIF Student Poster Competition, INFORMS Annual Meeting, San Francisco,2014

Outstanding Dissertation Fellowship, University of South Florida, 2014-2015