管晓宏院士

2018-11-20 10:31:36 88

基本信息

系统工程长江特聘教授
电子信息工程学院院长
系统工程研究所所长
地址:陕西西安市咸宁西路28号西安交通大学电子与信息工程学院710049
电话:+86 (29) 82664955, 82663934
传真:+86 (29) 82668098
电子邮件:xhguan@xjtu.edu.cn
网页:www.sei.xjtu.edu.cn

教育:

1999-2000年访问美国哈佛大学工程与应用科学系
1988-1993年获美国康涅狄格大学电机与系统工程系博士学位
1982-1985年获清华大学自动化系工学硕士学位
1978-1982年获清华大学自动化系工学学士学位

工作经历:

1985-1988年: 西安交通大学系统工程研究所讲师 
1993-1995年: 美国太平洋燃气与电力公司高级顾问工程师
1995年-:     西安交通大学系统工程研究所教授
2001年-:     清华大学自动化系智能与网络化系统研究中心双聘教授

学术荣誉与获奖:

2017年当选中国科学院院士
2015 IEEE自动化科学与工程大会(IEEE CASE 2015)最佳论文奖
2009入选康涅狄格大学杰出工程师院成员与工学院名人堂
2008年度IEEE通信学会系统集成与建模最佳论文奖
2007当选IEEE Fellow
2005年度国家自然科学二等奖(第一完成人)
2000入选长江学者特聘教授
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 

学术兼职:

IEEE Transactions on Smart Grid编辑,2014-
IEEE Transactions on Power Systems编辑,2009–2013
Automatica编委,1999-2011
《控制理论与应用》编委,2003-
《决策与控制》编委,2000-
国务院学位办学科评议组成员,2008-
教育部科学技术委员会委员,2002-2014
2015 IEEE自动化科学与工程大会总主席, 中国西安,2017年8月20-23日
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

研究方向:

复杂网络化系统的安全与经济性;
能源、电力、生产制造系统的计划、调度、安全分析;
能源电力市场竞标、博弈分析、市场仿真;
信息物理融合系统包括智能电网、传感器网络;
互联网、在线社会网络、网络空间安全

论著选:

著作

[1] 管晓宏、赵千川、贾庆山、吴江、刘烃, 《信息物理融合能源系统》,科学出版社,2016
[2] Q. Jia, Q. Zhao, X. Guan, Z. Shen, L. Dai, “Fundamental of Ordinal Optimization,” Stochastic Simulation Optimization for Discrete Event Systems, Edited by C. Chen, Q. Jia and H. Lee, World Scientific, 2013
[3] 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
[4] 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
[5] 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.
[6] 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

能源、电力、生产制造系统的计划、调度、安全分析  

[7] 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.
[8] 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
[9] 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.
[10] 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.
[11] 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.
[12] 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.
[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] 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
[22] 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
[23] 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
[24] 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   
[25] 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
[26] 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
[27] 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
[28] W. Wu, J. Wei, X. Guan and L. Shi, “A Hybrid Nested Partitions Algorithm for Scheduling Flexible Resource in Flow Shop Problem,” International Journal of Production Research, vol. 50, no. 10, May 2012, pp. 2555-2569.
[29] B. Tong, Q. Zhai and X. Guan, “An MILP Based Formulation for Short-Term Hydro Generation Scheduling With Analysis of the Linearization Effects on Solution Feasibility,” IEEE Transactions on Power Systems, vol. 28, no. 4, Nov. 2013, pp. 3588-3599
[30] B. Hu, L. Wu, X. Guan, F. Gao, and Q. Zhai, “Comparison of Variant Robust SCUC models for Operational Security and Economics of Power Systems under Uncertainty,” Electric Power Systems Research, vol. 133, April 2016, pp. 121-131. 
[31] S. Zhu, L. Wu, X. Guan, and J. Wu, “SCUC-based Optimal Power Tracing Approach for Scheduling Physical Bilateral Transactions and Its Verification via an Integrated Power-money Flow Analysis,” IET Generation Transmission and Distribution, vol. 10, no. 10, July 2016. pp. 2399-2409. 
[32] X. Lei, X. Guan and Q. Zhai, “Constructing Valid Inequalities by Analytical Feasibility Conditions on Unit Commitment with Transmission Constraints,” IEEE Transactions on Power Systems, vol. 31, no. 5, Sept. 2016, pp. 3484 – 3494
[33] Q. Zhai, X. Li, X. Lei and X. Guan, “Transmission Constrained UC with Wind Power: an All-Scenario-Feasible MILP Formulation with Strong Nonanticipativity,” IEEE Transactions on Power Systems, vol. 32, no. 3, May 2017, pp. 1805 – 1817.
[34] Y. Yang, X. Guan and Q. Zhai, “Fast Grid Security Assessment with N-k Contingencies,” IEEE Transactions on Power Systems, vol. 32, no. 3, May 2017, pp. 2193 – 2203. 

能源电力市场竞标和博弈分析、市场仿真

[35] 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.
[36] 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.
[37] 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.
[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] R. Fernández-Blanco, J. Arroyo, N. Alguacil and X. Guan, “Incorporating Price-Responsive Demand in Energy Scheduling Based on Consumer Payment Minimization,” IEEE Transactions on Smart Grid, vol. 7, no. 2, March 2016, pp. 817 - 826.

优化与最优控制理论与应用  

[40] 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.
[41] 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.
[42] 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
[43] 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
[44] 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
[45] 管晓宏, 翟桥柱, 冯泳翰, 高峰. 一类含积分约束的生产制造系统优化调度. 中国科学: 技术科学, 2010年第40卷第1期, pp. 41-51
[46] 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.

信息物理融合系统包括智能电网、传感器网络等

[47] 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
[48] 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
[49] 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
[50] Z. Xu, X. Guan, Q. Jia, J. Wu, D. Wang, S. Chen,  “Performance Analysis and Comparison on Energy Storage Devices for Smart Building Energy Management,” IEEE Transactions on Smart Grid, vol. 3, no. 4, Dec. 2012, pp. 2136 - 2147      
[51] 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 
[52] 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 
[53] D. Liu, X. Guan, Y. Du, Q. Zhao. Measuring Indoor Occupancy in Intelligent Buildings Using the Fusion of Vision Sensors, Measurement Science and Technology, vol. 24, no. 7, 2013, 074023-13.
[54] Z. Xu, Q. Jia, X. Guan and J. Shen, “Smart Management of Multiple Energy Systems in Automotive Painting Shop,” IEEE Transactions on Automation Science and Engineering, vol. 10, no. 3, July 2013, pp. 603-614
[55] Z. Xu, Q. Jia, X. Guan and J. Shen, “Smart Management of Multiple Energy Systems in Automotive Painting Shop,” IEEE Transactions on Automation Science and Engineering, vol. 10, no. 3, July 2013, pp. 603-614
[56] H. Wang, Q. Zhao, X. Guan, Q.-S. Jia, “Reconfiguring networked infrastructures by adding wireless communication capabilities to selected nodes,” IEEE Transactions on Wireless Communications, vol. 12, no. 9, Sept. 2013, pp. 4518-4528
[57] Y. Liu, J. Liu, T. Liu, X. Guan, Y. Sun, “Security Risks Evaluation Toolbox for Smart Grid Devices,” ACM Sigcomm Computer Communication Review, vol. 43, no. 4, Oct. 2013, pp. 479-480
[58] J. Wu, X. Guan, “Coordinated Multi-Microgrids Optimal Control Algorithm for Smart Distribution Management System,” IEEE Transactions on Smart Grid, vol. 4, no. 4, Dec. 2013, pp. 2174-2181
[59] Z. Wang, F. Gao, Q. Zhai, X. Guan, J. Wu, K. Liu, “Electrical Load Tracking Analysis for Demand Response in Energy Intensive Enterprise,” IEEE Transactions on Smart Grid, vol. 4, no. 4, Dec. 2013, pp. 1917-1927 
[60] H. Wang, Q. Jia, C. Song, R. Yuan, X. Guan, “Building Occupant Level Estimation Based on Heterogeneous Information Fusion,” Information Sciences, vol. 272 Jul. 2014, pp. 145-157
[61] Z. Xu, Q. Jia and X. Guan, “Supply Demand Coordination for Building Energy Saving: Explore the Soft Comfort,” IEEE Transactions on Automation Science and Engineering, vol. 12, no. 2, April 2015, pp. 656-65.
[62] Q. Huang, Q. Jia, Z. Qiu, X. Guan and G. Deconinck, “Matching EV Charging Load With Uncertain Wind: A Simulation-Based Policy Improvement Approach,” IEEE Transactions on Smart Grid, vol. 6, no. 3, May. 2015, pp. 1425-33.
[63] P. Li, X. Guan and J. Wu, “Aggregated Wind Power Generation Probabilistic Forecasting Based on Particle Filter,” Energy Conversion and Management, vol. 96, May 2015, pp. 579–587.
[64] P. Kou, F. Gao, and X. Guan, “Stochastic Predictive Control of Battery Energy Storage for Wind Farm Dispatching: Using Probabilistic Wind Power Forecasts,” Renewable Energy, vol. 80, Aug. 2015, pp. 286-300.
[65] Q. Huang, Q. Jia, and X. Guan, “Multi-timescale Optimization between Distributed Wind Generators and Electric Vehicles in Microgrid,” Proceedings of the 2015 IEEE International Conference on Automation Science and Engineering (CASE 2015), Gothenburg, Sweden August 24-28 2015, (最佳论文奖). 
[66] Q. Jia, H. Wang, Y. Lei, Q. Zhao and X. Guan, “A Decentralized Stay-Time Based Occupant Distribution Estimation Method for Buildings,” IEEE Transactions on Automation Science and Engineering, vol. 12, no. 4, Oct 2015, pp. 1482-1491.
[67] P. Li, X. Guan, J. Wu and X. Zhou, “Modeling Dynamic Spatial Correlations of Geographically Distributed Wind Farms and Constructing Ellipsoidal Uncertainty Sets for Optimization Based Generation Scheduling,” IEEE Transactions on Renewable Energy, vol. 6, no. 4, Oct 2015, pp.1594 – 1605
[68] Z. Wu, Q, Jia and X. Guan, “Optimal Control of Multiroom HVAC System: An Event-Based Approach,” IEEE Transactions on Control Systems Technology, vol. 24, no. 2, March 2016, pp. 662 – 669.
[69] Y. Lan, X. Guan and J. Wu, “Rollout Strategies for Real-time Multi-energy Scheduling in Microgrid with Storage System,” IET Generation Transmission and Distribution, vol. 10, no. 3, March 2016. pp. 688 - 696.
[70] J. Dong, F. Gao, X. Guan, Q. Zhai, J. Wu, J, “Storage-Reserve Sizing With Qualified Reliability for Connected High Renewable Penetration Micro-Grid,” IEEE Transactions on Smart Grid, vol. 7, no. 2, April 2016, pp. 732-743. 
[71] D. Wang, X. Guan, J. Wu, P. Li, P. Zan, H. Xu, “Integrated Energy Exchange Scheduling for Multi-microgrid System with Electric Vehicles,” IEEE Transactions on Smart Grid, vol. 7, no. 4, July 2016, pp. 1762-1774.
[72] Q. Huang, Q.-S. Jia and X. Guan, “A Multi-Timescale and Bilevel Coordination Approach for Matching Uncertain Wind Supply With EV Charging Demand,” IEEE Transactions on Automation Science and Engineering, vol. 14, no. 2, April 2017, pp. 694-704.
[73] J. Dong, F. Gao, X. Guan, Q. Zhai and J. Wu, “Storage Sizing with Peak-Shaving Policy for Wind Farm Based on Cyclic Markov Chain Model,” IEEE Transactions on Sustainable Energy, vol. 8, no. 3, July 2017, pp. 978-989.
[74] L. Zhuang, X. Chen and X. Guan, “A Bi-Level Optimization for an HVAC System,” Cluster Computing, vol. 20, no. 4, December 2017, pp. 3237-3249.
[75] Y. Yang, Q.-S. Jia, G. Deconinck, X. Guan, Z. Qiu and Z. Hu, “Distributed Coordination of EV Charging with Renewable Energy in a Microgrid of Buildings,” IEEE Transactions on Smart Grid, DOI: 10.1109/TSG.2017.2707103.

互联网、在线社会网络、网络空间安全

[76] 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
[77] 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
[78] 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.
[79] 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 (最佳论文奖)
[80] 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
[81] 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
[82] 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
[83] 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
[84] 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
[85] 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
[86] B. Zhang, X. Guan, M. J. Khan, Z. Zhang, Y. Zhou, “Time-varying Dynamic Propagation Model of Hot Topics on BBSes and Blogs,” Information Sciences, vol. 187, no. 6, Mar. 2012 , pp.15-32
[87] L. Zhao, X. Guan, R. Yuan, “Modeling Collective Blogging Dynamics of Popular Incidental Topics,” Knowledge and Information Systems, vol. 31, no. 2, May 2012, pp. 371-387.
[88] P. Wang, X. Guan, D. Towsley Don, J. Tao, “Virtual Indexing Based Methods for Estimating Node Connection Degrees,” Computer Networks, vol. 56, no. 12, Aug. 2012, pp. 2773-2787
[89] C. Shen, Z. Cai, X. Guan, Y. Du, R. Maxion, “User Authentication Through Mouse Dynamics,” IEEE Transactions on Information Forensics and Security, vol. 8, no. 1, Jan. 2013, pp. 16-30
[90] W. Chu, X. Guan, Z. Cai, L. Gao, “Real-time Volume Control for Interactive Network Traffic Replay,” Computer Networks, vol. 57, no. 7, May 2013, pp. 1611–1629
[91] D. Wang, X. Guan, T. Liu, Y. Gu, C. Shen, Z. Xu, “Extended Distributed State Estimation: A Detection Method against Tolerable False Data Injection Attacks in Smart Grids,” Energies, vol. 7, no. 3, Mar. 2014, pp. 1517-1538
[92] Z. Cai, C. Shen, X. Guan, “Mitigating Behavioral Variability for Mouse Dynamics: A Dimensionality-Reduction-Based Approach,” IEEE Transactions on Human Machine Systems, vol. 44, no. 2, Apr. 2014, pp. 244-255 
[93] J. Zhao, J. Lui, D. Towsley, X. Guan, “Measuring and Maximizing Group Closeness Centrality over Disk-Resident Graphs”, 2014 WWW/ the 6th Annual Workshop on Simplifying Complex Network for Practitioners, Seoul, Korea, April 7-11 2014 (最佳论文奖).
[94] T. Liu, Y. Liu, Y. Mao, Y. Sun, X. Guan, W. Gong, and S. Xiao, "A Dynamic Secret-Based Encryption Scheme for Smart Grid Wireless Communication,” IEEE Transactions on Smart Grid, vol. 5, no. 3, May 2014, pp. 1175-1182
[95] T. Qin, X. Guan, W. Li, P. Wang, M. Zhu, “A New Connection Degree Calculation and Measurement Method for Large Scale Network Monitoring,” Journal of Network and Computer Applications, vol. 41, May 2014 pp. 15-26
[96] P. Wang, X. Guan, J. Zhao, J. Tao, T. Qin, “A New Sketch Method for Measuring Host Connection Degree Distribution,” IEEE Transactions on Information Forensics and Security, vol. 9, no. 6, Jun. 2014, pp. 948-960
[97] C. Shen, Z. Cai, X. Guan, R. Maxion, “Performance evaluation of anomaly- detection algorithms for mouse dynamics,” Computers & Security, vol. 45, Sep. 2014, pp. 156-171
[98] X. Ma, J. Zhang, J, J. Tao, J. Li, J. Tian, X. Guan, “DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints,” IEEE Transactions on Information Forensics and Security, vol. 9, no. 11, Nov. 2014, pp. 1906-1921 
[99] P. Wang, J. Lui, B. Ribeiro, D. Towsley, J. Zhao, X. Guan, “Efficiently Estimating Motif Statistics of Large Networks,” ACM Transactions on Knowledge Discovery from Data, vol. 9, no. 2, Nov 2014
[100] J. Zhao, J. Lui, D. Towsley, X. Guan, “Whom to follow: Efficient Followee Selection for Cascading Outbreak Detection on Online Social Networks,” Computer Networks, vol. 75, no. 1, Dec 2014, pp. 544–559
[101] X. Ma, J. Zhang, Z. Junjie, Z. Li, J. Li, J. Tao, X. Guan, J. C. S. Lui and D. Towsley, “Accurate DNS query characteristics estimation via active probing,” Journal of Network and Computer Applications, vol. 47, Jan. 2015, pp. 72-84.
[102] C. Wang, X. Guan and T. Qin and T. Yang, “Modeling the heterogeneity of human dynamics based on the measurements of influential users in Sina Microblog,” Physica A: Statistical Mechanics and its Applications, vol. 428, June 2015, pp. 239-249.
[103] T. Qin, W. Li, Z. Liu and X. Guan, “Robust Application Identification Methods for P2P and VoIP Traffic Classification in Backbone Networks,” Knowledge-Based Systems, vol. 82, July 2015, pp. 152-62.
[104] C. Chao, S. Pei, Z. Yang and X. Guan, “Input extraction via motion-sensor behavior analysis on smartphones,” Computers & Security, vol. 53, pp. 143-55, Sept., 2015.
[105] T. Qin, X. Guan, C. Wang and Z. Liu, “MUCM: Multilevel User Cluster Mining Based on Behavior Profiles for Network Monitoring,” IEEE Systems Journal, vol. 9, no. 4, Dec. 2015, pp. 1322-1333.
[106] C. Wang, X. Guan, T. Qin, and T.  Yang, “Modeling Heterogeneous and Correlated Human Dynamics of Online Activities with Double Pareto Distributions,” Information Sciences, vol. 330, Feb. 2016, pp. 186-198. 
[107] C. Shen, Y. Zhang, X. Guan and R. Maxion, “Performance Analysis of Touch-Interaction Behavior for Active Smartphone Authentication,” IEEE Transactions on Information Forensics and Security, vol. 11, no. 3, March 2016, pp. 498-513 
[108] C. Shen, T. Yu, S. Yuan, Y. Li and X. Guan, “Performance Analysis of Motion-Sensor Behavior for User Authentication on Smartphones,” Sensors, vol. 16, no. 3, March 2016.  
[109] B. Zhang, Y. Zhou, X. Xu, D. Wang and X. Guan, “Dynamic Structure Evolution of Time-dependent Network,” Physica A: Statistical Mechanics and its Applications, vol. 456, Aug. 2016, pp. 347-358.
[110] C. Shen, Z. Cai, X. Liu, X. Guan, R. Maxion, “Mouse Identity: Modeling Mouse-Interaction Behavior for a User Verification System,” IEEE Transactions on Human-Machine Systems, vol. 46, no. 5, Oct. 2016, pp. 734-748 
[111] Z. Yang, Z. Cai and X. Guan, “Estimating user behavior toward detecting anomalous ratings in rating systems,” Knowledge-Based Systems, vol. 111, Nov. 2016, pp. 144–158
[112] S. Chen, T. Liu, F. Gao, J. Ji, Z. Xu, B. Qian, H. Wu and X. Guan, “Butler, Not Servant: A Human-Centric Smart Home Energy Management System,” IEEE Communications Magazine, vol. 55, no. 2, February 2017, pp. 27-33.
[113] H. Wang, T. Liu, X. Guan, C. Shen, Q. Zheng and Z. Yang, “Dependence Guided Symbolic Execution,” IEEE Transactions on Software Engineering, vol. 43, no. 3, March 2017, pp. 252-271.
[114] W. Mao, Z. Cai, D. Towsley, Q. Feng and X. Guan, “Security Importance Assessment for System Objects and Malware Detection,” Computers & Security, vol. 68, July 2017, pp. 47-68.
[115] J. Zhao, P. Wang, J. C. S. Lui, D. Towsley and X. Guan, “I/O-Efficient Calculation of H-Group Closeness Centrality over Disk-Resident Graphs,” Information Sciences, vol. 400-401, August 2017, pp. 105-128.
[116] J. Li, X. Ma, J. Zhang, J. Tao, P. Wang and X. Guan, “Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications,” Information Sciences, vol. 408, October 2017, pp.1-22.
[117] J. Tao, P. Wang, X. Guan and W. Hu, “AL-Bitmap: Monitoring Network Traffic Activity Graphs on High Speed Links,” Information Sciences, vol. 408, October 2017, pp. 162-175.
[118] P. Wang, J. Zhao, X. Zhang, Z. Li, J. Cheng, J. C. S. Lui, D. Towsley, J. Tao and X. Guan, “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs,” IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 1, Jan. 2018, pp. 73-86.
[119] C. Shen, Y. Li, Y. Chen, X. Guan and R. A. Maxion, “Performance Analysis of Multi-Motion Sensor Behavior for Active Smartphone Authentication,” IEEE Transactions on Information Forensics and Security, vol. 13, no. 1, Jan. 2018, pp. 48-62.
[120] C. Shen, Y. Chen and X. Guan, “Performance Evaluation of Implicit Smartphones Authentication via Sensor-Behavior Analysis,” Information Sciences, vol. 430-431, March 2018, pp. 538-553.
 

English

Cheung Kong Professor of Systems Engineering 
Dean of School of Electronic and Information Engineering
Director of Systems Engineering Institute
Xian Jiaotong University
Systems Engineering Institute
Xian Jiaotong University
28 West Xian Ning Road
Xian, Shaanxi 710049, China
Tel: +86 (29) 82664955, 82663934
Fax: +86 (29) 82668098
Email: xhguan@xjtu.edu.cn
Web: www.sei.xjtu.edu.cn  

EDUCATION:

1999-2000: Visiting Division of Engineering and Applied Science, Harvard University USA 
1988-1993: Ph.D. in Electrical and Systems Engineering, University of Connecticut, USA 
1982-1985: MS in Control Engineering, Tsinghua University, Beijing, China 
1978-1982: BS in Control Engineering, Tsinghua University, Beijing, China

EXPERIENCES:

1985-1988: Lecturer, Xi’an Jiaotong University, Xi’an, China 
1993-1995: Senior Consulting Engineer, Pacific Gas and Electric, San Francisco, USA
1995-: Professor, Systems Engineering Institute, Xi’an Jiaotong University, Xi’an, China
2001-: Professor (dual appointment), Tsinghua University, Beijing, China

ACADEMIC AWARDS AND HONORS:

Member of Chinese Academy of Science, 2017-
IEEE International Conference on Automation Science and Engineering, Best Conference Paper Award, 2015
Member of Academy of Distinguished Engineers and Hall of Fame, University of Connecticut, 2009-
IEEE Communication Society Communication Systems Integration and Modeling Best Paper Award, 2008
IEEE Fellow, 2007-
Second Prize of National Award for Natural Science, China, 2005
Cheung Kong Professorship of Systems Engineering, China, 2000
National Outstanding Young Investigator Award of China, 1997 
Li Heritage Prize for Excellence in Creative Activities, Li Foundation, San Francisco, USA, 1996  

ACADEMIC SERVICES:

Editor of IEEE Transactions on Smart Grid, 2014–
Editor of IEEE Transactions on Power Systems, 2009–2013
Editorial Board of Control Theory and Applications, 2003–
Associate Editor of Automatica, 1999 – 2011 
Editorial Board of Decision and Control, 2000 –
Graduate Program Evaluation Board, State Council Academic Degree Office, 2008- 
Science and Technology Advisory Board, Ministry of Education, China, 2002-2014
General Chair of IEEE International Conference on Automation Science and Engineering, August 20-23, 2017, Xi’an, China
Chair of International Symposium on Intelligent and Networked Systems, Beijing, China, 2004
Program Committee of the 42nd IEEE Conference on Decision and Control, Bahamas Island, 2004
Steering Committee and Program Committee, World Congress on Intelligent Control and Automation, 1997, 2000, 2002, 2005, 2006, 2008, 2010, 2011

EXPERTISE AND RESEARCH INTERESTS:

Economics and security of complex networked systems;
Planning, scheduling and safety analysis for energy, electric power and manufacturing systems;
Game theoretic analysis and bidding in energy and electric power markets;
Cyber-physical systems including smart grid and sensor networks
Internet, online social networks, network and cyber security  

SELECTED PUBLICATIONS

Books: 

[1] X. Guan, Q. Zhao, Q. Jia, J. Wu and T. Liu, Cyber-physical Energy Systems, Science Press, 2016
[2] Q. Jia, Q. Zhao, X. Guan, Z. Shen, L. Dai, “Fundamental of Ordinal Optimization,” Stochastic Simulation Optimization for Discrete Event Systems, Edited by C. Chen, Q. Jia and H. Lee, World Scientific, 2013
[3] 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
[4] 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
[5] 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.
[6] 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

Planning, Scheduling and Safety Analysis of Energy, Electrical Power Systems and Manufacturing Systems  

[7] 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.
[8] 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
[9] 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.
[10] 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.
[11] 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.
[12] 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.
[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] 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
[22] 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
[23] 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
[24] 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   
[25] 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
[26] 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
[27] 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
[28] W. Wu, J. Wei, X. Guan and L. Shi, “A Hybrid Nested Partitions Algorithm for Scheduling Flexible Resource in Flow Shop Problem,” International Journal of Production Research, vol. 50, no. 10, May 2012, pp. 2555-2569.
[29] B. Tong, Q. Zhai and X. Guan, “An MILP Based Formulation for Short-Term Hydro Generation Scheduling With Analysis of the Linearization Effects on Solution Feasibility,” IEEE Transactions on Power Systems, vol. 28, no. 4, Nov. 2013, pp. 3588-3599
[30] B. Hu, L. Wu, X. Guan, F. Gao, and Q. Zhai, “Comparison of Variant Robust SCUC models for Operational Security and Economics of Power Systems under Uncertainty,” Electric Power Systems Research, vol. 133, April 2016, pp. 121-131. 
[31] S. Zhu, L. Wu, X. Guan, and J. Wu, “SCUC-based Optimal Power Tracing Approach for Scheduling Physical Bilateral Transactions and Its Verification via an Integrated Power-money Flow Analysis,” IET Generation Transmission and Distribution, vol. 10, no. 10, July 2016. pp. 2399-2409. 
[32] X. Lei, X. Guan and Q. Zhai, “Constructing Valid Inequalities by Analytical Feasibility Conditions on Unit Commitment with Transmission Constraints,” IEEE Transactions on Power Systems, vol. 31, no. 5, Sept. 2016, pp. 3484 – 3494
[33] Q. Zhai, X. Li, X. Lei and X. Guan, “Transmission Constrained UC with Wind Power: an All-Scenario-Feasible MILP Formulation with Strong Nonanticipativity,” IEEE Transactions on Power Systems, vol. 32, no. 3, May 2017, pp. 1805 – 1817.
[34] Y. Yang, X. Guan and Q. Zhai, “Fast Grid Security Assessment with N-k Contingencies,” IEEE Transactions on Power Systems, vol. 32, no. 3, May 2017, pp. 2193 – 2203. 

Game Theoretic Analysis and Bidding of Energy and Electric Power Market

[35] 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.
[36] 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.
[37] 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.
[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] R. Fernández-Blanco, J. Arroyo, N. Alguacil and X. Guan, “Incorporating Price-Responsive Demand in Energy Scheduling Based on Consumer Payment Minimization,” IEEE Transactions on Smart Grid, vol. 7, no. 2, March 2016, pp. 817-826.

Optimization and Optimal Control Theory and Applications

[40] 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.
[41] 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.
[42] 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
[43] 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
[44] 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
[45] 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
[46] 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.

Cyber-physical Systems including Smart Grid and Sensor Networks

[47] 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
[48] 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
[49] 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
[50] Z. Xu, X. Guan, Q. Jia, J. Wu, D. Wang, S. Chen,  “Performance Analysis and Comparison on Energy Storage Devices for Smart Building Energy Management,” IEEE Transactions on Smart Grid, vol. 3, no. 4, Dec. 2012, pp. 2136 - 2147      
[51] 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 
[52] 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 
[53] D. Liu, X. Guan, Y. Du, Q. Zhao. Measuring Indoor Occupancy in Intelligent Buildings Using the Fusion of Vision Sensors, Measurement Science and Technology, vol. 24, no. 7, 2013, 074023-13.
[54] Z. Xu, Q. Jia, X. Guan and J. Shen, “Smart Management of Multiple Energy Systems in Automotive Painting Shop,” IEEE Transactions on Automation Science and Engineering, vol. 10, no. 3, July 2013, pp. 603-614
[55] Z. Xu, Q. Jia, X. Guan and J. Shen, “Smart Management of Multiple Energy Systems in Automotive Painting Shop,” IEEE Transactions on Automation Science and Engineering, vol. 10, no. 3, July 2013, pp. 603-614
[56] H. Wang, Q. Zhao, X. Guan, Q.-S. Jia, “Reconfiguring networked infrastructures by adding wireless communication capabilities to selected nodes,” IEEE Transactions on Wireless Communications, vol. 12, no. 9, Sept. 2013, pp. 4518-4528
[57] Y. Liu, J. Liu, T. Liu, X. Guan, Y. Sun, “Security Risks Evaluation Toolbox for Smart Grid Devices,” ACM Sigcomm Computer Communication Review, vol. 43, no. 4, Oct. 2013, pp. 479-480
[58] J. Wu, X. Guan, “Coordinated Multi-Microgrids Optimal Control Algorithm for Smart Distribution Management System,” IEEE Transactions on Smart Grid, vol. 4, no. 4, Dec. 2013, pp. 2174-2181
[59] Z. Wang, F. Gao, Q. Zhai, X. Guan, J. Wu, K. Liu, “Electrical Load Tracking Analysis for Demand Response in Energy Intensive Enterprise,” IEEE Transactions on Smart Grid, vol. 4, no. 4, Dec. 2013, pp. 1917-1927 
[60] H. Wang, Q. Jia, C. Song, R. Yuan, X. Guan, “Building Occupant Level Estimation Based on Heterogeneous Information Fusion,” Information Sciences, vol. 272 Jul. 2014, pp. 145-157
[61] Z. Xu, Q. Jia and X. Guan, “Supply Demand Coordination for Building Energy Saving: Explore the Soft Comfort,” IEEE Transactions on Automation Science and Engineering, vol. 12, no. 2, April 2015, pp. 656-65.
[62] Q. Huang, Q. Jia, Z. Qiu, X. Guan and G. Deconinck, “Matching EV Charging Load With Uncertain Wind: A Simulation-Based Policy Improvement Approach,” IEEE Transactions on Smart Grid, vol. 6, no. 3, May. 2015, pp. 1425-33.
[63] P. Li, X. Guan and J. Wu, “Aggregated Wind Power Generation Probabilistic Forecasting Based on Particle Filter,” Energy Conversion and Management, vol. 96, May 2015, pp. 579–587.
[64] P. Kou, F. Gao, and X. Guan, “Stochastic Predictive Control of Battery Energy Storage for Wind Farm Dispatching: Using Probabilistic Wind Power Forecasts,” Renewable Energy, vol. 80, Aug. 2015, pp. 286-300.
[65] Q. Huang, Q. Jia, and X. Guan, “Multi-timescale Optimization between Distributed Wind Generators and Electric Vehicles in Microgrid,” Proceedings of the 2015 IEEE International Conference on Automation Science and Engineering (CASE 2015), Gothenburg, Sweden August 24-28 2015, (Best Conference Paper). 
[66] Q. Jia, H. Wang, Y. Lei, Q. Zhao and X. Guan, “A Decentralized Stay-Time Based Occupant Distribution Estimation Method for Buildings,” IEEE Transactions on Automation Science and Engineering, vol. 12, no. 4, Oct 2015, pp. 1482-1491.
[67] P. Li, X. Guan, J. Wu and X. Zhou, “Modeling Dynamic Spatial Correlations of Geographically Distributed Wind Farms and Constructing Ellipsoidal Uncertainty Sets for Optimization Based Generation Scheduling,” IEEE Transactions on Renewable Energy, vol. 6, no. 4, Oct 2015, pp.1594 – 1605
[68] Z. Wu, Q, Jia and X. Guan, “Optimal Control of Multiroom HVAC System: An Event-Based Approach,” IEEE Transactions on Control Systems Technology, vol. 24, no. 2, March 2016, pp. 662 – 669.
[69] Y. Lan, X. Guan and J. Wu, “Rollout Strategies for Real-time Multi-energy Scheduling in Microgrid with Storage System,” IET Generation Transmission and Distribution, vol. 10, no. 3, March 2016. pp. 688 - 696.
[70] J. Dong, F. Gao, X. Guan, Q. Zhai, J. Wu, J, “Storage-Reserve Sizing With Qualified Reliability for Connected High Renewable Penetration Micro-Grid,” IEEE Transactions on Smart Grid, vol. 7, no. 2, April 2016, pp. 732-743. 
[71] D. Wang, X. Guan, J. Wu, P. Li, P. Zan, H. Xu, “Integrated Energy Exchange Scheduling for Multi-microgrid System with Electric Vehicles,” IEEE Transactions on Smart Grid, vol. 7, no. 4, July 2016, pp. 1762-1774.
[72] Q. Huang, Q.-S. Jia and X. Guan, “A Multi-Timescale and Bilevel Coordination Approach for Matching Uncertain Wind Supply With EV Charging Demand,” IEEE Transactions on Automation Science and Engineering, vol. 14, no. 2, April 2017, pp. 694-704.
[73] J. Dong, F. Gao, X. Guan, Q. Zhai and J. Wu, “Storage Sizing with Peak-Shaving Policy for Wind Farm Based on Cyclic Markov Chain Model,” IEEE Transactions on Sustainable Energy, vol. 8, no. 3, July 2017, pp. 978-989.
[74] L. Zhuang, X. Chen and X. Guan, “A Bi-Level Optimization for an HVAC System,” Cluster Computing, vol. 20, no. 4, December 2017, pp. 3237-3249.
[75] Y. Yang, Q.-S. Jia, G. Deconinck, X. Guan, Z. Qiu and Z. Hu, “Distributed Coordination of EV Charging with Renewable Energy in a Microgrid of Buildings,” IEEE Transactions on Smart Grid, DOI: 10.1109/TSG.2017.2707103.

Internet, Online Social Networks, Cyber Security

[76] 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
[77] 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
[78] 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.
[79] 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 (Best Paper Award)
[80] 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
[81] 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
[82] 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
[83] 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
[84] 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
[85] 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
[86] B. Zhang, X. Guan, M. J. Khan, Z. Zhang, Y. Zhou, “Time-varying Dynamic Propagation Model of Hot Topics on BBSes and Blogs,” Information Sciences, vol. 187, no. 6, Mar. 2012 , pp.15-32
[87] L. Zhao, X. Guan, R. Yuan, “Modeling Collective Blogging Dynamics of Popular Incidental Topics,” Knowledge and Information Systems, vol. 31, no. 2, May 2012, pp. 371-387.
[88] P. Wang, X. Guan, D. Towsley Don, J. Tao, “Virtual Indexing Based Methods for Estimating Node Connection Degrees,” Computer Networks, vol. 56, no. 12, Aug. 2012, pp. 2773-2787
[89] C. Shen, Z. Cai, X. Guan, Y. Du, R. Maxion, “User Authentication Through Mouse Dynamics,” IEEE Transactions on Information Forensics and Security, vol. 8, no. 1, Jan. 2013, pp. 16-30
[90] W. Chu, X. Guan, Z. Cai, L. Gao, “Real-time Volume Control for Interactive Network Traffic Replay,” Computer Networks, vol. 57, no. 7, May 2013, pp. 1611–1629
[91] D. Wang, X. Guan, T. Liu, Y. Gu, C. Shen, Z. Xu, “Extended Distributed State Estimation: A Detection Method against Tolerable False Data Injection Attacks in Smart Grids,” Energies, vol. 7, no. 3, Mar. 2014, pp. 1517-1538
[92] Z. Cai, C. Shen, X. Guan, “Mitigating Behavioral Variability for Mouse Dynamics: A Dimensionality-Reduction-Based Approach,” IEEE Transactions on Human Machine Systems, vol. 44, no. 2, Apr. 2014, pp. 244-255 
[93] J. Zhao, J. Lui, D. Towsley, X. Guan, “Measuring and Maximizing Group Closeness Centrality over Disk-Resident Graphs”, 2014 WWW/ the 6th Annual Workshop on Simplifying Complex Network for Practitioners, Seoul, Korea, April 7-11 2014 (Best Paper Award).
[94] T. Liu, Y. Liu, Y. Mao, Y. Sun, X. Guan, W. Gong, and S. Xiao, "A Dynamic Secret-Based Encryption Scheme for Smart Grid Wireless Communication,” IEEE Transactions on Smart Grid, vol. 5, no. 3, May 2014, pp. 1175-1182
[95] T. Qin, X. Guan, W. Li, P. Wang, M. Zhu, “A New Connection Degree Calculation and Measurement Method for Large Scale Network Monitoring,” Journal of Network and Computer Applications, vol. 41, May 2014 pp. 15-26
[96] P. Wang, X. Guan, J. Zhao, J. Tao, T. Qin, “A New Sketch Method for Measuring Host Connection Degree Distribution,” IEEE Transactions on Information Forensics and Security, vol. 9, no. 6, Jun. 2014, pp. 948-960
[97] C. Shen, Z. Cai, X. Guan, R. Maxion, “Performance evaluation of anomaly- detection algorithms for mouse dynamics,” Computers & Security, vol. 45, Sep. 2014, pp. 156-171
[98] X. Ma, J. Zhang, J, J. Tao, J. Li, J. Tian, X. Guan, “DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints,” IEEE Transactions on Information Forensics and Security, vol. 9, no. 11, Nov. 2014, pp. 1906-1921 
[99] P. Wang, J. Lui, B. Ribeiro, D. Towsley, J. Zhao, X. Guan, “Efficiently Estimating Motif Statistics of Large Networks,” ACM Transactions on Knowledge Discovery from Data, vol. 9, no. 2, Nov 2014
[100] J. Zhao, J. Lui, D. Towsley, X. Guan, “Whom to follow: Efficient Followee Selection for Cascading Outbreak Detection on Online Social Networks,” Computer Networks, vol. 75, no. 1, Dec 2014, pp. 544–559
[101] X. Ma, J. Zhang, Z. Junjie, Z. Li, J. Li, J. Tao, X. Guan, J. C. S. Lui and D. Towsley, “Accurate DNS query characteristics estimation via active probing,” Journal of Network and Computer Applications, vol. 47, Jan. 2015, pp. 72-84.
[102] C. Wang, X. Guan and T. Qin and T. Yang, “Modeling the heterogeneity of human dynamics based on the measurements of influential users in Sina Microblog,” Physica A: Statistical Mechanics and its Applications, vol. 428, June 2015, pp. 239-249.
[103] T. Qin, W. Li, Z. Liu and X. Guan, “Robust Application Identification Methods for P2P and VoIP Traffic Classification in Backbone Networks,” Knowledge-Based Systems, vol. 82, July 2015, pp. 152-62.
[104] C. Chao, S. Pei, Z. Yang and X. Guan, “Input extraction via motion-sensor behavior analysis on smartphones,” Computers & Security, vol. 53, pp. 143-55, Sept., 2015.
[105] T. Qin, X. Guan, C. Wang and Z. Liu, “MUCM: Multilevel User Cluster Mining Based on Behavior Profiles for Network Monitoring,” IEEE Systems Journal, vol. 9, no. 4, Dec. 2015, pp. 1322-1333.
[106] C. Wang, X. Guan, T. Qin, and T.  Yang, “Modeling Heterogeneous and Correlated Human Dynamics of Online Activities with Double Pareto Distributions,” Information Sciences, vol. 330, Feb. 2016, pp. 186-198. 
[107] C. Shen, Y. Zhang, X. Guan and R. Maxion, “Performance Analysis of Touch-Interaction Behavior for Active Smartphone Authentication,” IEEE Transactions on Information Forensics and Security, vol. 11, no. 3, March 2016, pp. 498-513 
[108] C. Shen, T. Yu, S. Yuan, Y. Li and X. Guan, “Performance Analysis of Motion-Sensor Behavior for User Authentication on Smartphones,” Sensors, vol. 16, no. 3, March 2016.  
[109] B. Zhang, Y. Zhou, X. Xu, D. Wang and X. Guan, “Dynamic Structure Evolution of Time-dependent Network,” Physica A: Statistical Mechanics and its Applications, vol. 456, Aug. 2016, pp. 347-358.
[110] C. Shen, Z. Cai, X. Liu, X. Guan, R. Maxion, “Mouse Identity: Modeling Mouse-Interaction Behavior for a User Verification System,” IEEE Transactions on Human-Machine Systems, vol. 46, no. 5, Oct. 2016, pp. 734-748 
[111] Z. Yang, Z. Cai and X. Guan, “Estimating user behavior toward detecting anomalous ratings in rating systems,” Knowledge-Based Systems, vol. 111, Nov. 2016, pp. 144–158
[112] S. Chen, T. Liu, F. Gao, J. Ji, Z. Xu, B. Qian, H. Wu and X. Guan, “Butler, Not Servant: A Human-Centric Smart Home Energy Management System,” IEEE Communications Magazine, vol. 55, no. 2, February 2017, pp. 27-33.
[113] H. Wang, T. Liu, X. Guan, C. Shen, Q. Zheng and Z. Yang, “Dependence Guided Symbolic Execution,” IEEE Transactions on Software Engineering, vol. 43, no. 3, March 2017, pp. 252-271.
[114] W. Mao, Z. Cai, D. Towsley, Q. Feng and X. Guan, “Security Importance Assessment for System Objects and Malware Detection,” Computers & Security, vol. 68, July 2017, pp. 47-68.
[115] J. Zhao, P. Wang, J. C. S. Lui, D. Towsley and X. Guan, “I/O-Efficient Calculation of H-Group Closeness Centrality over Disk-Resident Graphs,” Information Sciences, vol. 400-401, August 2017, pp. 105-128.
[116] J. Li, X. Ma, J. Zhang, J. Tao, P. Wang and X. Guan, “Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications,” Information Sciences, vol. 408, October 2017, pp.1-22.
[117] J. Tao, P. Wang, X. Guan and W. Hu, “AL-Bitmap: Monitoring Network Traffic Activity Graphs on High Speed Links,” Information Sciences, vol. 408, October 2017, pp. 162-175.
[118] P. Wang, J. Zhao, X. Zhang, Z. Li, J. Cheng, J. C. S. Lui, D. Towsley, J. Tao and X. Guan, “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs,” IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 1, Jan. 2018, pp. 73-86.
[119] C. Shen, Y. Li, Y. Chen, X. Guan and R. A. Maxion, “Performance Analysis of Multi-Motion Sensor Behavior for Active Smartphone Authentication,” IEEE Transactions on Information Forensics and Security, vol. 13, no. 1, Jan. 2018, pp. 48-62.
[120] C. Shen, Y. Chen and X. Guan, “Performance Evaluation of Implicit Smartphones Authentication via Sensor-Behavior Analysis,” Information Sciences, vol. 430-431, March 2018, pp. 538-553.