师资队伍

师资队伍

管晓宏

教授
清华大学智能与网络化系统研究中心 主任
教育背景

1999年访问美国哈佛大学工程与应用科学系

1993年5月获美国康涅狄格大学电机与系统工程系博士学位

1985年3月获清华大学自动化系工学硕士学位

1982年7月获清华大学自动化系工学学士学位

奖励与荣誉

2017-,中国科学院院士

2015年IEEE自动化科学与工程国际会议最佳论文奖

2009-,康涅狄格大学杰出工程师院

2008年度IEEE通信学会系统集成与建模最佳论文奖

2008-,IEEE机器人与自动化学会杰出讲座人

2007-,IEEE Fellow

2006年度国家科技进步二等奖(第五完成人)

2005年度国家自然科学二等奖(第一完成人)

2004年度教育部自然科学一等奖(第一完成人)

1997年度国家杰出青年基金

1996年度美国李氏基金杰出成就奖

授权专利

基于拉氏松弛的生产系统序贯调整工艺方法,ZL 02 1 14410.9(中国专利局)

异常文件访问自适应检测方法,ZL200410026264.0(中国专利局)

Windows环境下的主机入侵检测技术,ZL200510043053.2(中国专利局)

Linux操作系统下基于调用栈图和滑动窗口异常度的入侵检测方法, ZL 200510042882.9(中国专利局)

一种计算机系统快速还原的方法,ZL200610165587.7(中国专利局)

基于收发平衡的TCP网络流量回放测试方法,ZL200810018385.9(中国专利局)

基于传输层特征的P2P网络流量识别方法,ZL200810018164.1(中国专利局)

学术兼职

IEEE Transactions on Smart Grid编辑,2014 –

IEEE Transactions on Power Systems编辑,2009 –

Automatica编委,1999-2011

《控制理论与应用》编委,2003-

《决策与控制》编委,2000-

教育部科学技术委员会委员,2002-

IEEE/ASME International Conference on Advanced Intelligent Mechatronics大会协主席, 中国西安,2008年7月2-5日

IEEE Conference on Automation Science and Engineering程序委员会协主席, Scottsdale, AZ, USA, 2007年9月22-25

International Symposium on Intelligent and Networked Systems大会主席, 中国北京、西安, 2004年10月11-14日

The 42nd IEEE Conference on Decision and Control程序委员会委员, Bahamas Island, 2004年12月14-17日

World Congress on Intelligent Control and Automation指导委员会、程序委员会委员, 1997, 2000, 2002, 2005, 2006, 2008, 2010, 2011

国际会议大会报告和邀请报告

特邀报告, the 4th Chinese-Swedish Conference on Control, Hong Kong, China,? Jan 10-11, 2008: Optimization Based Method for Solving Routing and Wavelength

大会报告(IFIP International Conference on Research and Practical Issues of Enterprise Information Systems, Beijing, China, 2007):Optimization Based Production Scheduling for Large Enterprises?

特邀报告(the International Conference on Frontier Problems in Systems and Control, Beijing, China, 2007): Energy-Efficient Sensing Coverage and Communication for Wireless Sensor Networks

特邀报告(European Science Foundation Exploratory Workshop on “Mathematical Models for Electricity Markets,” Ciudad Real, Spain, 2006):Optimization Based Method for Generation Portfolio Management in Futures and Spot market

大会报告(the North America Power Symposium, MIT, MA, USA, November, 1996):Optimization-Based Scheduling of Cascaded Hydro Power Systems with Discrete Constraints

目前研究方向

复杂网络化系统的安全与经济性;

生产制造系统的优化调度;

市场竞标和对策方法研究、电力市场仿真和预测

信息物理融合系统、智能电网、传感器网络、网络安全;

主要资助

国家杰出青年基金,

国家自然科学基金重点项目、面上项目、创新群体

国家863计划

教育部重点项目、长江学者创新团队、“985计划”、“211计划”

宝钢集团公司

国家电网西北公司

美国联合技术公司(UTC)

国际与地区合作

哈佛大学(Harvard University),

伯克利加州大学(University of California Berkeley)

马塞诸萨大学(University of Massachusetts),

康涅狄格大学(University of Connecticut),

香港中文大学(Chinese University of Hong Kong),

香港科技大学(Hong Kong University of Science and Technology)

学术成果

[1]

X. Guan, P. B. Luh, E. Ni and R. Li, "Hydrothermal Power Systems," Encyclopedia of Elecical and Eleconics Engineering, John Wiley and Son, 1999, pp. 419-627

[2]

X. Guan, E. Ni, P. B. Luh and Y. C. Ho, “Optimization Based Bidding Sategies and Gaming Analysis for Deregulated Elecic 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 Elecical 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 Conol Problems of Interconnected Systems," International Journal of Conol, 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 ansactions 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 ansactions 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 ansactions 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 ansactions 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," Elecic Power Systems Research, Vol. 34, No. 1, 1995, pp. 11-18.

[12]

E. Liu and X. Guan, "Fuzzy Consaint Enforcement and Conol Curtailment in an Optimal Power Flow," IEEE ansactions 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 ansactions 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 Consaints." IEEE ansactions 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, ansmission and Disibution, Vol. 145, No. 4, July 1998, pp. 415-421

[16]

X. Guan, A. Svoboda, and C. Li, "Scheduling Hydro Power Systems with Resicted Operating Zones and Discharge Ramping Consaints," IEEE ansactions 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 Sategies in Competitive Elecicity Markets," IEEE ansactions 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 ansactions 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 Elecic 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 Elecic Power Market,” IEEE ansactions 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 Elecical Power Market,” IEEE ansactions 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 Sategy for Elecic Power Suppliers in the Daily Elecic Energy Market,” IEEE ansactions 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 Consaints,” Elecic 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 ansactions on Power Systems, Vol. 17, No. 4, Nov 2002, pp. 1250-1257

[26]

Y. Liu and X. Guan, “Purchase Allocation and Demand Bidding in Elecic Power Markets,” IEEE ansactions 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 Inusion 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 Inuders,” 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 aRemanufacturingSystem,” IEEE ansactions 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 Consained Unit Commitment Problems,” IEEE ansactions on Power Systems, vol. 29, no. 4, Nov 2005

[32]

X. Guan, C. Song, Y. C. Ho, Q. Zhao, “Consained 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 inusion detection based on the ansition 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 Seams for Real-Time Anomaly Inusion 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 ansactions on Power Systems, vol. 23, no. 4, November 2008, pp. 1796-1808

[39]

X. Guan, W. Wang and X. Zhang, “Fast Inusion Detection Based on a Non-negative Maix 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,” Elecic 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 Consaints,” 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 ansactions 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 Consaints,” IEEE ansactions 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 Consaints in SCUC Problems,” IEEE ansactions 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 affic Monitoring,” IEEE ansactions 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 ansactions 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 Consaints,” IEEE ansactions on Automatic Conol, 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 Consaints,” 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 Seaming Method for Monitoring Host Connection Degrees of High Speed Links,” IEEE ansactions 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 affic 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, “acking 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 ansactions 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 Consucting Feasible Solution to SCUC Problem with Analytical Feasibility Conditions,” to appear in IEEE ansactions 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 )