Contact Information: 3027 ERF Phone: (312) 996-3410 Fax: (312) 413-0447 E-mail: davidhe@uic.edu

David He
Professor

B.S., Metallurgical Engineering, 1982
Shanghai University of Technology, China

M.B.A., 1990
Northern Iowa

Ph.D., Industrial Engineering, 1994
University of Iowa

Selected Publications

He, D., Li, R., and Bechhofer, E., 2010, “Stochastic Modeling of Damage Physics for Mechanical Component Prognostics using Condition Indicators”, Special Issue on Machinery Health Monitoring, Diagnosis and Prognosis, Journal of Intelligent Manufacturing (to appear).

Li, R., Sopon, P., and He, D., 2010, “Fault Features Extraction for Bearing Prognostics”, Special Issue on Condition-based Maintenance: Theory and Applications, Journal of Intelligent Manufacturing (to appear).

Dong, M.,Yang, D. Kuang, Y., He, D., Erdal, S., and Kenski, D., 2008, “PM2.5 Concentration Prediction using Hidden Semi-Markov Model-based Times Series Data Mining”, Expert Systems with Applications, Vol. 36, No. 5, pp. 9046 - 9055.

Wu, S. and He, D., 2008, “Shaft Diagnostics and Prognostics Development and Evaluation using Damaged Dynamic Simulation”, Journal of Risk and Reliability, Vol. 222, No. 2, pp. 219 – 233.

Dong, M. and He, D., 2007, “Hidden Semi-Markov Model-based Methodology for Multi-sensor Equipment Health Diagnosis and Prognosis”, European Journal of Operational Research, Vol. 178, No. 3, pp. 858 – 878.

Dong, M. and He, D., 2007, “A Segmental Hidden Semi-Markov Model (HSMM)-based Diagnostics and Prognostics Framework and Methodology”, Mechanical Systems and Signal Processing, Vol. 21, No. 5, pp. 2248 – 2266.

He, D. and Grigoryan, A., 2006, “Joint Statistical Design of Double Sampling and s Charts”, European Journal of Operational Research, Vol. 168, pp. 122- 142, 2006.

He, D. and Grigoryan, A., 2005, “Multivariate Multiple Sampling Charts”, IIE Transactions, Vol. 37, No. 6, pp. 509 - 521.

Adamyan, A. and He, D., 2004, “System Failure Analysis through Counters of Petri Net Models”, Quality and Reliability Engineering International, Vol. 20, pp. 317 - 335.

Adamyan, A. and He, D., 2003, “Sequential Failure Analysis using Counters of Petri Net Models”, IEEE Transactions on Systems, Man, and Cybernetics – Part A, Vol. 33, No. 1, pp. 1 - 11.

Research Interests

Failure and Reliability Analysis of Manufacturing Systems, Equipment and Process Diagnosis and Prognosis, Statistical Process Control, Agile Manufacturing Systems, Scheduling and Control for Agile Production and Manufacturing, Environmentally Conscious Manufacturing.

Laboratory Intelligent Systems Modeling & Development Laboratory
4031 SEL, (312)-996-2387