Edward Huang

Assistant Professor

Systems Engineering and Operations Research Department

George Mason University

Model-based Systems Engineering

Research Goal:

The research goal is to provide a formal modeling framework that enhances the ability to capture, analyze, optimize, control, and design complex systems. The example of research topics includes, but not limited to, system modeling process, model verfication, control modeling, model generation, and model transformation.

Selected Publication:

  1. Equipment Utilization Enhancement in Photolithography Area through a Dynamic System Control Using Multi-fidelity Simulation Optimization with Big Data Technique, with L. Y. Hsieh and C.-H. Chen, accepted, IEEE Transactions on Semiconductor Manufacturing, 30(2), 166-175, 2017
  2. Application of Multi-Fidelity Simulation Modeling to Integrated Circuit Packaging,กจ with L. Y. Hsieh, S. Zhang, K.-H. Chang, and C.-H. Chen, International Journal of Simulation and Process Modelling, Vol. 28(2), 195-208.
  3. The Optimal Expert Allocation for Analytic Hierarchy Process (AHP), with S. Zhang, L. H. Lee, E. P. Chew, and C.-H. Chen, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 46(8), 1140-1147, 2016.
  4. MO2TOS: multi-fidelity optimization with ordinal transformation and optimal sampling, with J. Xu, S. Zhang, C.-H. Chen, L. H. Lee, and N. Celik, Asia-Pacific Journal of Operational Research, Vol. 33, No. 3, 2016.
  5. Model driven architecture and discrete-event manufacturing system simulation, with O. Batarseh, and L. McGinnis, Journal of Simulation, in press.
  6. Model driven architecture and discrete-event manufacturing system simulation, with O. Batarseh, and L. McGinnis, Journal of Simulation, Vol. 9, No. 1, pp. 1-15, 2014
  7. Ontologies and Simulation: A Practical Approach, with L. McGinnis, K. Kwon, V. Ustun, Journal of Simulation, Vol. 5, 190-201, 2011.
  8. Border security system resiliency evaluation framework, with D. A. Flanigan, The Council of Engineering Systems Universities (CESUN), 2014.
  9. An Ordinal Transformation Framework for Multi-Fidelity Simulation Optimization, with J. Xu, S.Zang, C.-H. Chen, L. H. Lee, and N. Celik, 2014 IEEE International Conference on Automation Science and Engineering (CASE), 2014.
  10. Efficient multi-fidelity simulation optimization, with J. Xu, S.Zang, C.-H. Chen, L. H. Lee, and N. Celik, Winter Simulation Conference, 2014.
  11. Toward on-demand wafer fab simulation using formal structure & behavior models, with K. Kwon, L. F. McGinnis, Winter Simulation Conference, 2341-2349, 2008
  12. System and simulation modeling using SysML, with R. Ramamurthy, L. F. McGinnis, Winter Simulation Conference, 796-803, 2007
  13. Systems engineering and design of high-tech factories, with L. F. McGinnis, K. Wu, Winter Simulation Conference, 1880-1886, 2006

Email: chuang10@gmu.edu
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