Dengfeng Sun

Dengfeng Sun

Fall 2009 - Assistant Professor

Degrees

B.Eng., Tsinghua University, Precision Instruments and Mechanology, 2000
M.S., The Ohio State University, Industrial and Systems Engineering, 2002
Ph.D., University of California at Berkeley, Civil Engineering, 2008

Contact

701 W. Stadium Ave.
West Lafayette, IN 47907-2045

Office: ARMS 3217
Office Phone: +1 765 49-45718
Email: dsun@purdue.edu
Webpage: http://web.ics.purdue.edu/~dsun

Interests

Modeling, simulation and optimization of large scale networked systems
Control and optimization
Studies for National Airspace Systems
Air traffic control
Intelligent Transportation Systems

Research Areas

My research areas include air traffic control, strategic traffic flow management, dynamic airspace configuration, and studies for Next Generation Air Transportation System (NextGen).

I am interested in mathematical modeling and control of physical networked dynamical systems. Constraints are inherent to physical problems, yet they often make mathematical formulations hard to solve. I am interested in developing algorithms to solve these constrained optimization problems, in particular, algorithms to solve large scale problems that were beyond the reach of standard techniques. With an emphasis on aerospace engineering, I am interested in advancing the state of science in modeling and solution of stochastic, dynamic air traffic flow management problems, helping define and build the NextGen traffic flow management vision, philosophy, and architecture.

I am also interested in implementing my algorithms on real-time platforms and building toolkits (software) for decision support. For air traffic control, the long term goal of the toolkit is the partial automation of some functions currently performed by humans, with the objective of improving safety and performance while easing workload.

Publications

D. Sun, B. Sridhar, and S. Grabbe, “Disaggregation method for an aggregate traffic flow management model,” AIAA Journal of Guidance, Control and Dynamics, 33(3):666-676, 2010.

Dengfeng Sun and Alexandre Bayen, "Multicommodity Eulerian-Lagrangian Large-Capacity Cell Transmission Model for En Route Traffic," AIAA Journal of Guidance, Control and Dynamics, Vol.31, No.3, pp.616-628, May-June 2008.

Dengfeng Sun, Issam Strub, and Alexandre Bayen, "Comparison of the Performance of Four Eulerian Network Flow Models for Strategic Air Traffic Management," AIMS Journal on Networks and Heterogeneous Media, Vol. 2, No. 4, pp. 569-594, December 2007.

Volkan Isler, Dengfeng Sun, and Shankar Sastry, "Roadmap Based Pursuit-Evasion and Collision Avoidance," Robotics: Science and Systems, 2005.

Conference Proceedings, Presentations, Invited Lectures

Yi Cao and Dengfeng Sun, Performance Comparison of Two Aggregate Air Traffic Models, AIAA Conference on Guidance, Navigation and Control, Aug. 2010, Toronto, AIAA Paper 2010-7851.

D. Sun, B. Sridhar, and S. Grabbe, “Traffic Flow Management Using Aggregate Flow Models and the Development of Disaggregation Methods,” AIAA Conference on Guidance, Navigation, and Control, Chicago, IL, August 2009, AIAA Paper 2009-6007

Robert Hoffman, Dengfeng Sun, Alexis Clinet, Stephen Augustine, Jason Burke, Rohit Viswanathan and Alexandre Bayen, "Integration of an Aggregate Flow Model with a Traffic Flow Simulator," AIAA Paper 2008-6325, AIAA Guidance, Navigation and Control Conference and Exhibit, Honolulu, Hawaii, August 18-21, 2008.

Dengfeng Sun and Alexandre Bayen, "En-Route Air Trafic Modeling and Strategic Flow Management Using Decomposition Method," INFORMS Annual Meeting, Seattle, WA, Nov. 3-7, 2007.

Stephane Martinez, Gano Chatterji, Dengfeng Sun and Alexandre Bayen, "A Weighted-Graph Approach for Airspace Dynamic Configuration," AIAA Paper 2007-6448, AIAA Guidance, Navigation and Control Conference and Exhibit, Hilton Head, SC, Aug. 20-23, 2007

Dengfeng Sun, Sam Yang, Issam Strub, Alexandre Bayen, Banavar Sridhar, and Kapil Sheth, "Eulerian Trilogy," AIAA Paper 2006-6227, AIAA Guidance, Navigation, and Control Conference and Exhibit, Keystone, Colorado, Aug. 21-24, 2006

Charles-Antoine Robelin, Dengfeng Sun, Guoyuan Wu, and Alexandre Bayen, "MILP Control of Aggregate Eulerian Network Airspace Models," Proceedings of the 2006 American Control Conference, Minneapolis, MN, June 14-16, 2006, pp. 5257-5262.

Charles Robelin, Dengfeng Sun, Guoyuan Wu, and Alexandre Bayen, "En-Route Air Traffic Modeling and Strategic Flow Management Using Mixed Integer Linear Programming," INFORMS Annual Meeting, New Orleans / San Francisco, Nov. 13-16, 2005.

Laura Muñoz, Xiaotian Sun, Dengfeng Sun, Gabriel Gomes, and Roberto Horowitz, "Methodological calibration of the cell transmission model," Proceedings of the 2004 American Control Conference, Boston, MA, June 30&8211;July 2, 2004, pp. 798-803.


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