Contact Information:
3027 ERF
Phone: (312) 996-3410
Fax: (312) 413-0447

David He

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

Qu, Y., He, D., Yoon, J., Van Hecke, B., Zhu, J, and Bechhoefer, E., 2014, “Gearbox Tooth Cut Fault Diagnostics using Acoustic Emission and Vibration Sensors ­ A Comparative Study”, Sensors, Vol. 14, No. 1, pp. 1372 – 1393.

Zhu J., Yoon J., He D., Qu Y., and Bechhoefer E., 2013, “Lubrication Oil Condition Monitoring and Remaining Useful Life Prediction with Particle Filtering”, International Journal of Prognostics and Health Management, Vol. 4, Special Issue Wind Turbine PHM, pp. 1 – 15.

Qu Y., Bechhoefer E., He D., and Zhu J., 2013, “A New Acoustic Emission Sensor Based Gear Fault Detection Approach”, International Journal of Prognostics and Health Management, Vol. 4, Special Issue Wind Turbine PHM, pp. 1 – 14.

Zhu J., He D., and Bechhoefer E., 2013, “Survey of Lubrication Oil Condition Monitoring, Diagnostics, Prognostics Techniques and Systems”, Journal of Chemical Science and Technology, Vol. 2, No. 3, pp. 100 – 115.

He, D., Li, R., and Zhu, J., 2013, “Plastic Bearing Fault Diagnosis Based on a Two-Step Data Mining Approach”, IEEE Transactions on Industrial Electronics, Vol. 60, No. 8, pp. 3429 – 3440.

Li, R., Seckiner, S., He, D., Bechhoefer, E., and Menon, P., 2012, “Gear Fault Location Detection for Split Torque Gearbox using AE Sensors” IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews,Vol. 42, No. 6, pp. 1308 – 1317.

Li, R. and He, D., 2012, “Rotational Machine Health Monitoring and Fault Detection Using EMD Based Acoustic Emission Feature Quantification”, IEEE Transactions on Instrumentation and Measurement, Vol. 61, No. 4, pp. 990 - 1001.

He, D., Li, R., and Bechhofer, E., 2012, “Stochastic Modeling of Damage Physics for Mechanical Component Prognostics using Condition Indicators”, Journal of Intelligent Manufacturing, Vol. 23, No. 2, pp. 221 - 226.

He, D., Li, R., Zade, M., and Zhu, J., 2011, “A Data Mining Based Full Ceramic Bearing Fault Diagnostic System Using AE Sensors”, IEEE Transactions on Neural Networks, Vol. 22, No. 12, pp. 2022 - 2031.

Dalal, M., Ma, J., He, D., 2011, “Lithium-ion Battery Life Prognostic Health Management System using Particle Filtering Framework”, Proceedings of the Institution of Mechanical Engineers, Part O, Journal of Risk and Reliability, Vol. 225, No. 1, pp. 81 - 90.

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

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