清华大学 自动化系 智能与网络化系统研究中心
讲席教授
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管晓宏
中国科学院院士
系统工程长江特聘教授
清华大学智能与网络化系统研究中心主任
  • 电话： +86 (10) 6279-2425
  • 地址：北京市清华大学自动化系 100084
简介

中国科学院院士。系统工程长江特聘教授。智能与网络化系统研究中心主任。

1982年7月获清华大学自动化系工学学士学位，1985年3月获清华大学自动化系工学硕士学位，1993年5月获美国康涅狄格大学电气与计算机工程系博士学位，1999年访问美国哈佛大学工程与应用科学分部。

《Automatica》 编委、《控制理论与应用》编委、《决策与控制》编委、《西安交通大学学报》编委、电气电子工程师协会 (IEEE) 会士 (Fellow)、 2004 International Symposium on Intelligent and Networked Systems 主席、1996 North America Power Symposium 大会报告人，教育部科学技术委员会委员。

教育

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

学术荣誉与获奖

  • 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，200410026264.0（中国专利局）

  • Windows环境下的主机入侵检测技术，200510043053.2（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, 200510042882.9（中国专利局）

  • 一种计算机系统快速还原的方法，200610165587.7（中国专利局）

学术兼职

  • IEEE Transactions on Power Systems编辑，2009 –

  • Automatica编委，1999－

  • 《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

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；

  • 计算机网络安全；

  • 传感器网络；

  • 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

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

  • 山东鲁能集团公司

  • 国家电网西北公司

  • 美国联合技术公司研究院（UTRC）

国际与地区合作

  • 哈佛大学 (Harvard University)，

  • 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)

论著选

[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, 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.
[5]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.
[6]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
[7]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.
[8]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.
[9]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.
[10]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.
[11]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
[12]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
[13]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
[14]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
[15]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
[16]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
[17]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.
[18]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
[19]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.
[20]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.
[21]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.
[22]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.
[23]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
[24]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
[25]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.
[26]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.
[27]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.
[28]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
[29]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
[30]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
[31]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
[32]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
[33]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
[34]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
[35]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
[36]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.
[37]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
[38]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
[39]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
[40]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
[41]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
[42]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, to appear in IEEE Transactions on Automation Science and Engineering
[43]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," to appear in IEEE Transactions on Automation Science and Engineering
[44]Q. Zhai, X. Guan, J. Cheng, H. Wu, "Fast Identification of Inactive Security Constraints in SCUC Problems," to appear in IEEE Transactions on Power Systems
[45]Q. Zhai, X. Guan and F. Gao, "Optimization Based Production Scheduling with Hybrid Dynamics and Constraints," to appear in IEEE Transactions on Automatic Control.
[46]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
[47]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)

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