Chinese Version
Professor Xiaohong Guan
Xiaohong Guan
  • Chung Kong Professor of Systems Engineering
  • Director of Center for Intelligent and Networked Systems

Tsinghua University
Department of Automation, Tsinghua University
Beijing 100084, China
Tel: +86 (10) 6279 2425, 6278 2257
Fax: +86 (10) 6279 6115
Email: xhguan@tsinghua.edu.cn
Web: http://cfins.au.tsinghua.edu.cn/personalhg/xhguan

EDUCATION:

Visiting Division of Engineering and Applied Science, Harvard University, USA, 1999
Ph. D. in Electrical and Systems Engineering, University of Connecticut, USA, 1993
MS in Control Engineering, Tsinghua University, Beijing, China, 1985
BS in Control Engineering, Tsinghua University, Beijing, China, 1982

ACADEMIC AWARDS AND HONORS:

PATENTS HOLDING:

ACADEMIC SERVICES:

PLENARY AND INVITED SPEECHES:

EXPERTISE AND RESEARCH INTERESTS:

GRANTS AND CONTRACTS

INTERNATIONAL AND REGIONAL COLLABORATIONS

SELECTED RECENT PUBLICATIONS:

[1]
X. Guan, P. B. Luh, E. Ni and R. Li, "Hydrothermal Power Systems," Encyclopedia of Electrical and Electronics Engineering, John Wiley and Son, 1999, pp. 419-627
[2]
X. Guan, E. Ni, P. B. Luh and Y. C. Ho, “Optimization Based Bidding Strategies and Gaming Analysis for Deregulated Electric Power Market,” Next Generation of Unit Commitment Models, Series on Operations Research/Management Science, Kluwer Academic Publishers, 2001.
[3]
Yu-Chi Ho, Xiaohong Guan, Xi-Ren Cao, Weibo Gong, Peter B. Luh, Houmin Yan, Some Useful Information for Scholars New to the World of Science, Tsinghua University Press / Springer-Verlag, 2004
[4]
X. Guan, Y. Zhou, Q. Zheng, Q. Sun and J. Zhao, “Dynamic Model and Analysis for Information Propagation in Online Social Networks,” Social-Technical Networks: Science and Engineering Design, CRC Press/Taylor and Francis Group, 2011
[5]
X. Guan, P. B. Luh, H. Yan and J. A. Amalfi, "An optimization Based Method for Unit Commitment," International Journal of Electrical Power & Energy Systems, Vol. 14, No. 1, Feb. 1992, pp. 9-17.
[6]
X. Guan and P. B. Luh, "A New Parallel Algorithm for Optimal Control Problems of Interconnected Systems," International Journal of Control, Vol. 56, No. 6, Dec. 1992, pp. 1275-1297.
[7]
H. Yan, P. B. Luh, X. Guan, and P. Rogan, "Scheduling Hydrothermal Power Systems," IEEE Transactions on Power systems, Vol. 8, No. 3, August, 1993, pp. 1358-1365
[8]
X. Guan, P. B. Luh, H. Yan and P. Rogan, "Optimization-Based Scheduling of Hydrothermal Power Systems with Pumped-Storage Units," IEEE Transactions on Power systems, Vol. 9, No. 2, May 1994, pp. 1023-1031.
[9]
L. Zhang, P. B. Luh, X. Guan, and G. Merchel, "Optimization-Based Inter-Utility Power Purchases," IEEE Transactions on Power systems, Vol. 9, No. 2, May 1994, pp. 891-897.
[10]
X. Guan, P. B. Luh and L. Zhang, "Nonlinear Approximation Method in Lagrangian Relaxation-Based Algorithms for Hydrothermal Scheduling," IEEE Transactions on Power Systems, Vol. 10, No. 2, May 1995, pp. 772-778.
[11]
X. Guan, E. Liu and A. D. Papalexopoulos, "Applications of a Fuzzy Set Method in an Optimal Power Flow," Electric Power Systems Research, Vol. 34, No. 1, 1995, pp. 11-18.
[12]
E. Liu and X. Guan, "Fuzzy Constraint Enforcement and Control Curtailment in an Optimal Power Flow," IEEE Transactions on Power Systems, Vol. 11, No. 2, May 1996, pp. 639-645
[13]
X. Guan, P. B. Luh and B. Prasannan, "Power System Scheduling with Fuzzy Reserve Requirements," IEEE Transactions on Power Systems, Vol. 11, No. 2, May 1996, pp. 864-869
[14]
X. Guan, E. Ni, R. Li and P. B. Luh, "An Optimization-Based Scheduling Algorithm for Scheduling Hydrothermal Power Systems with Cascaded Reservoirs and Discrete Hydro Constraints." IEEE Transactions on Power Systems, Vol. 12, No. 4, Nov. 1997, pp.1775-1780
[15]
C. Tseng, X. Guan and A. Svoboda, "Multi-Area Unit Commitment for Large-Scale Power Systems," IEE Proceedings, Part C-Generation, Transmission and Distribution, Vol. 145, No. 4, July 1998, pp. 415-421
[16]
X. Guan, A. Svoboda, and C. Li, "Scheduling Hydro Power Systems with Restricted Operating Zones and Discharge Ramping Constraints," IEEE Transactions on Power Systems, Vol. 14, No.1, Feb. 1999, pp. 126-131
[17]
C. Li, A. Svoboda, X. Guan and H. Singh, "Revenue Adequate Bidding Strategies in Competitive Electricity Markets," IEEE Transactions on Power Systems, Vol. 14, No.2, May 1999, pp. 492. 497
[18]
E. Ni, X. Guan and R. Li, "Scheduling Hydrothermal Power Systems with Cascaded and Head-dependent Reservoirs," IEEE Transactions on Power Systems, Vol. 14, No.3, August 1999, pp. 1127-1132.
[19]
X. Guan and P. Luh, “Integrated Resource Scheduling and Bidding in Deregulated Electric Power Market: New Challenges,” Journal of Discrete Event Dynamic Systems, Vol. 9, No. 4, 1999, pp. 331-350
[20]
X. Guan, F. Gao and Alva Svoboda, “Energy Delivery Capacity and Generation Scheduling in the Deregulated Electric Power Market,” IEEE Transactions on Power Systems, Vol. 15, No. 4, Nov 2000, pp. 1275-1280.
[21]
X. Guan, Y. C. Ho and D. Pepyne, “Gaming and Price Spikes in Electrical Power Market,” IEEE Transactions on Power Systems, Vol. 16, No. 3, Aug 2001, pp. 402-408.
[22]
X. Guan, Y. C. Ho and F. Lai “An Ordinal Optimization Based Bidding Strategy for Electric Power Suppliers in the Daily Electric Energy Market,” IEEE Transactions on Power Systems, Vol. 16, No. 4, Nov 2001, pp. 788-797.
[23]
X. Guan, Q. Zhai and F. Lai, “A New Lagrangian Relaxation Based Algorithm for Resource Scheduling with Homogenous Subproblems,” Journal of Optimization: Theory and Applications, Vol. 113, No. 1, April 2002, pp. 65-82.
[24]
W. Fan, X. Guan, Q. Zhai, “A New Method for Unit Commitment with Ramping Constraints,” Electric Power Systems Research, Vol. 63, No. 3, 2002, pp. 215-224
[25]
Q. Zhai, X. Guan and J. Cui, “Unit Commitment with Identical Units: Successive Subproblem Solving Method Based on Lagrangian Relaxation, IEEE Transactions on Power Systems, Vol. 17, No. 4, Nov 2002, pp. 1250-1257
[26]
Y. Liu and X. Guan, “Purchase Allocation and Demand Bidding in Electric Power Markets,” IEEE Transactions on Power Systems, vol. 18, no. 1, Feb 2003, pp. 106-112.
[27]
Z. Cai, X. Guan, P. Shao, Q. Peng, G. Sun, “A Rough Set Theory Based Method for Anomaly Intrusion Detection in Computer Networks,” Expert Systems, vol. 18, no. 5, Nov 2003, pp.251-259.
[28]
L. Feng, X. Guan, S. Guo, Y. Gao, “Application of Plan Recognition Method for Predicting the Intentions of Computer Network Intruders,” Computer and Security, vol. 23, no. 3, 2004, pp 241-252.
[29]
X. Chen, Q. Zheng, X. Guan, C. Lin and J. Sun, “Multiple Behavior Information Fusion Based Quantitative Threat Evaluation,” Computer and Security, vol. 24, no. 3, 2005, pp. 218-231 
[30]
C. Song, X. Guan, Q. Zhao, Y. C. Ho “Machine Learning Approach for Determining Feasible Schedules of a Remanufacturing System,” IEEE Transactions on Automation Science and Engineering, vol. 2, no. 3, July 2005, pp. 262-275
[31]
X. Guan, S. Guo and Q. Zhai, “The Conditions for Obtaining Feasible Solutions to Security Constrained Unit Commitment Problems,” IEEE Transactions on Power Systems, vol. 29, no. 4, Nov 2005   
[32]
X. Guan, C. Song, Y. C. Ho, Q. Zhao, “Constrained Ordinal Optimization— A Feasibility Model Based Approach,” Discrete Event Dynamic Systems, vol. 16, no. 2, 2006, pp. 279-299
[33]
W. Wang, X. Guan, X. Zhang, L. Yang, “Profiling program behaviors for anomaly intrusion detection based on the transition and frequency property of system call data,” Computer and Security, vol. 25, no. 7, 2005, pp.539-550
[34]
J. Liang and X. Guan, “A Virtual Disk Environment for Providing File System Recovery,” Computer and Security, vol. 25, no. 8, 2006, pp.589-599
[35]
X. Chen, Q. Zhao and X. Guan, “Energy Efficient Sensing Coverage and Communication for Wireless Sensor Networks,” Journal of Systems Science and Complexity, vol. 20, no. 2, 2007, pp. 225-234
[36]
X. Guan, S. Guo, Q. Zhai, W. Gong and C. Qiao, “A New Method for Solving Routing and Wavelength Assignment Problems in Optical Networks,” IEEE/OSA Journal of Lightwave Technology, vol. 25, no. 8, 2007, pp. 1895-1909
[37]
W. Wang, X. Guan, X. Zhang, “Processing of Massive Audit Data Streams for Real-Time Anomaly Intrusion Detection,” Computer Communications, vol. 31, no. 1, 2008, pp. 57-72.
[38]
X. Guan, J. Wu, F. Gao and G. Sun, “Optimization Based Generation Asset Allocation for Forward and Spot Markets,” IEEE Transactions on Power Systems, vol. 23, no. 4, November 2008, pp. 1796-1808
[39]
X. Guan, W. Wang and X. Zhang, “Fast Intrusion Detection Based on a Non-negative Matrix Factorization Model,” Journal of Network and Computer Applications, vol. 32. no. 1, Jan. 2009, pp. 31-44
[40]
T. Liu, X. Guan, Q. Zheng and Y. Qu, “A New Worm Exploiting IPv6 and IPv4-IPv6 Dual-stack Networks: Experiment, Modeling, Simulation and Defense,” IEEE Network, vol. 23, no. 5, 2009, pp 22-29
[41]
Q. Zhai, X. Guan, J. Yang, “Fast Unit Commitment Based on Optimal Linear Approximation to Nonlinear Fuel Cost: Error Analysis and Applications,” Electric Power Systems Research, vol. 79, no. 11, Nov. 2009, pp. 1604-1613
[42]
X. Guan, Q. Zhai, Y. Feng and F. Gao, “Optimization Based Scheduling for a Class of Production Systems with Integral Constraints,” Science in China, E-Technological Sciences, vol. 52, no. 12, 2009, pp. 3533-3544
[43]
W. Wang, X. Guan, B. Wang and Y. Wang, “A Novel Mobility Model Based on Semi-random Circular Movement in Mobile Ad Hoc Networks,” Information Sciences, vol. 180, no. 3, Feb. 2010, pp. 399–413 
[44]
Y. Zhao, C. Yan, Q. Zhao, N. Huang, J. Li, X. Guan, “Efficient Simulation Method for General Assembly Systems with Material handling Based on Aggregated Event-Scheduling, IEEE Transactions on Automation Science and Engineering, vol. 7, no. 4, Oct. 2010, pp. 762-775
[45]
Y. Zhao, X. Chen, Q. Jia, X. Guan, S. Zhang, and Y. Jiang, “Long-term Scheduling for Cascaded Hydro Energy Systems with Annual Water Consumption and Release Constraints,” IEEE Transactions on Automation Science and Engineering, vol. 7, no. 4, Oct. 2010, pp. 969-976
[46]
Q. Zhai, X. Guan, J. Cheng, H. Wu, “Fast Identification of Inactive Security Constraints in SCUC Problems,” IEEE Transactions on Power Systems, vol. 25, no. 4, Nov. 2010, pp. 1946-1954
[47]
Y. Zhou, X. Guan, Q. Zheng, Q. Sun, J. Zhao, “Group Dynamics in Discussing Incidental Topics over Online Social Networks,” IEEE Network, vol. 24, no. 6, Nov. 2010, pp 42-27
[48]
X. Guan, T. Qin, W. Li. P. Wang, “Dynamic Feature Analysis and Measurement for Large-Scale Network Traffic Monitoring,” IEEE Transactions on Information Forensics and Security, vol. 5, no. 4, Dec. 2010, pp. 905-919
[49]
X. Guan, Z. Xu and Q. Jia, “Energy Efficient Buildings Facilitated by Microgrid,” IEEE Transactions on Smart Grid, vol. 1, no. 3, Dec. 2010, pp. 243-252
[50]
Q. Zhai, X. Guan and F. Gao, “Optimization Based Production Scheduling with Hybrid Dynamics and Constraints,” IEEE Transactions on Automatic Control, vol. 55, no. 12, Dec 2010, pp. 2778-2792
[51]
X. Li, Q. Zhao, X. Guan and L. Tong, “Optimal Cognitive Access of Markovian Channels under Tight Collision Constraints,” IEEE Journal on Selected Areas in Communication, vol. 29, no. 4, April 2011, pp.746-756 
[52]
P. Wang, X. Guan, T. Qin and Q. Huang, “A Data Streaming Method for Monitoring Host Connection Degrees of High Speed Links,” IEEE Transactions on Information Forensics and Security, vol. 6, no. 3, Sept. 2011, pp. 1086-1098
[53]
T. Qin, X. Guan, W. Li, P. Wang, Q. Huang, “Monitoring Abnormal Network Traffic Based on Blind Source Separation Approach,” Journal of Network and Computer Applications, vol. 34, no. 5, Sept. 2011, pp. 1732-1742
[54]
J. Li, Q. Jia, X. Guan, X. Chen, “Tracking a Moving Object via a Sensor Network with a Partial Information Broadcasting Scheme,” Information Sciences, vol. 181, no. 20, Oct. 2011, pp. 4733–4753 
[55]
Y. Han, X. Guan, L. Shi, “Optimization Based Method for Supply Location Selection and Routing in Large Scale Emergency Material Delivery,” IEEE Transactions on Automation Science and Engineering, vol. 8, no. 4, Oct. 2011, pp. 683-693.
[56]
W. Wu, J. Wei, X. Guan and L. Shi, “A Hybrid Nested Partitions Algorithm for Scheduling Flexible Resource in Flow Shop Problem,” to appear in International Journal of Production Research
[57]
H. Wu, X. Guan, Q. Zhai and H. Ye, “A Systematic Method for Constructing Feasible Solution to SCUC Problem with Analytical Feasibility Conditions,” to appear in IEEE Transactions on Power Systems
[58]
B. Zhang, X. Guan, M. J. Khan, Z. Zhang, Y. Zhou, “Time-varying Dynamic Propagation Model of Hot Topics on BBSes and Blogs,” to appear in Information Sciences
[59]
Q. Zheng, T. Liu, X. Guan, Y. Qu, N. Wang, “A New Worm Exploiting IPv4-IPv6 Dual-stack Networks,” Proceeding of the 5th ACM Workshop on Recurring Malcode (WORM 2007) in association with the 14th ACM Conference on Computer and Communications Security (CCS), November 2, 2007, Alexandria, Virginia, USA
[60]
T. Qin, X. Guan, W. Li and P. Wang, “Dynamic Features Measurement and Analysis for Large-Scale Networks,” Proceedings of IEEE International Workshop on Computer-Aided Modeling, Analysis and Design of Communication Links and Networks (with International Communication Conference), Beijing, China, May 23 2008 (Winner of the only Best Paper Award)

Last Updated: 2011-12-05