清华大学 自动化系 智能与网络化系统研究中心
教授
当前位置:首页>师资团队>教授
贾庆山
教授
  • 电话: +86-10-62773006
  • 地址:清华大学自动化系智能与网络化系统研究中心(CFINS),100084
简介

个人简历

· 2002年7月于清华大学自动化系获得自动化专业工学学士学位。

· 2006年7月于清华大学自动化系获得控制科学与工程博士学位。

· 2006年8月至2010年11月,留校任教,讲师。

· 2010年12月至今,副教授。

· 2013年8月至今,博士生导师。

· 2006年8月至2007年2月,美国哈佛大学工程与应用科学学院,访问学者。访问:何毓琦教授

· 2010年4月至6月,香港科技大学电子与计算机工程系,访问学者。访问:曹希仁教授

· 2013年3月至8月,美国麻省理工学院信息与决策系统实验室,访问学者。访问:Dimitri P. Bertsekas教授

研究方向

· 基于事件的优化

· 复杂系统性能评价与优化

· 随机优化

课程

研究生课程

· 复杂系统性能评价与优化,自2007年。

· 复杂网络化系统建模与优化(与宋士吉教授、游科友博士联合讲授),自2008年。

指导学生

博士生

张渊明(2013)

硕士生

朗振宁(2013),雷雨霖(2011),沈健翔(2010),郭莹(2009),苏中华(2009)

本科生综合论文训练

刘智灵(2014),习翔宇(2014),温哲(2012),陆思聪(2012),李明夏(2012),朱琳(2011),周昱瑶(2011),阴小骐(2010),沈健翔(2010),孙树朋(2010),郭莹(2009),齐济(2009),王冰(2009),朱元成(2009),孙彪(2009),甄梓宁(2008),刘光夫(2008),魏承勇(2008),葛元恺(2008)

暑期生产实习

沈健翔(2009),阴小骐(2009),齐济(2008)

主要论文

学术专著

1.  Ho, Y.-C., Zhao, Q.-C., and Jia, Q.-S., Ordinal Optimization: Soft Optimization for Hard Problems, New York, NY: Springer, 2007. ISBN-10: 0387372326, ISBN-13: 978-0-387-37232-7.

2.  Chen, C.-H., Jia, Q.-S., and Lee, L. H., (Editors) Stochastic Simulation Optimization for Discrete Event Systems – Perturbation Analysis, Ordinal Optimization and Beyond, Singapore: World Scientific, 2013. ISBN 978-9814513005.

章节

1.  Cao, X.-R., Zhao, Y., Jia, Q.-S., and Zhao, Q., “An Introduction to Event-Based Optimization: Theory and Applications,” Chapter 19, F.L. Lewis and D. Liu, Reinforcement Learning and Approximate Dynamic Programming for Feedback Control, Wiley, 2012.

国际期刊论文

1.  Jia, Q.-S., “Efficient computing budget allocation for simulation-based optimization with stochastic simulation time,” IEEE Transactions on Automatic Control, Vol. 58, No. 2, pp. 539-544, Feb. 2013.

2.  Jia, Q.-S., “Efficient computing budget allocation for simulation-based policy improvement,” IEEE Transactions on Automation Science and Engineering, Vol. 9, No. 2, pp. 342-352, Apr. 2012.

3.  Jia, Q.-S., “On solving event-based optimization with average reward over infinite stages,” IEEE Transactions on Automatic Control, Vol. 56, No. 12, pp. 2912-2917, Dec. 2011.

4.  Jia, Q.-S., “An adaptive sampling algorithm for simulation-based optimization with descriptive complexity preference,” IEEE Transactions on Automation Science and Engineering, Vol. 8, No. 4, pp. 720-731, Oct. 2011.

5.  Jia, Q.-S., “On solving optimal policies for finite-stage event-based optimization,” IEEE Transactions on Automatic Control, Vol. 56, No. 9, pp. 2195-2200, Sept. 2011.

6.  Jia, Q.-S., “On state aggregation to approximate complex value functions in large-scale Markov decision processes,” IEEE Transactions on Automatic Control, Vol. 56, No. 2, pp. 333-344, 2011.

7.  Jia, Q.-S., “A structural property of optimal policies for multi-component maintenance problems,” IEEE Transactions on Automation Science and Engineering, Vol. 7, No. 3, pp. 677-680, 2010.

8.  Jia, Q.-S. and Johansson, K. H., “Guest editorial: Event-based control and optimization,” Discrete Event Dynamic Systems – Theory and Applications, DOI: 10.1007/s10626-014-0181-y.

9.  Jia, Q.-S. and Zhao, Q.-C., “Strategy optimization for controlled Markov process with descriptive complexity constraint,” Special Issue on Control Science and Engineering of Science in China Series F, Vol. 52, No. 11, pp. 1993-2005, 2009.

10.  Jia, Q.-S., Zhou, E., and Chen, C.-H., “Efficient computing budget allocation for finding simplest good designs,” IIE Transactions, Vol. 45, pp. 736-750, 2013.

11.  Jia, Q.-S., Ho, Y.-C., and Zhao, Q.-C., "Comparison of selection rules for ordinal optimization," Mathematical and Computer Modelling, Vol. 43, No. 9-10, pp. 1150-1171, 2006.

12.  Jia, Q.-S., Shen, J., Xu, Z., and Guan, X., “Simulation-based policy improvement for energy management in commercial office buildings,” IEEE Transactions on Smart Grid, Vol. 3, No. 4, pp. 2211-2223, 2012.

13.  Jia, Q.-S., Shi, L., Mo, Y., and Sinopoli, B., “On optimal partial broadcasting of wireless sensor networks for Kalman filtering,” IEEE Transactions on Automatic Control, Vol. 57, No. 3, pp. 715-721, Mar. 2012.

14.  Xu, Z., Jia, Q.-S., and Guan, X., “Supply demand coordination for building energy saving: Explore the soft comfort,” IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2014.2306964.

15.  Wang, H.-T., Jia, Q.-S., Song, C., Yuan, R., and Guan, X., “Building occupant level estimation based on heterogeneous information fusion,” Information Sciences, http://dx.doi.org/10.1016/j.ins.2014.02.080.

16.  Xia, L., Jia, Q.-S., and Cao, X.-R., “A tutorial on event-based optimization – A new optimization framework,” Discrete Event Dynamic Systems: Theory and Applications, 30 pages, 2013, DOI: 10.1007/s10626-013-0170-6.

17.  Xu, Z., Jia, Q.-S., Guan, X., and Shen, J., “Smart management of multiple energy systems in automotive painting shop,” IEEE Transactions on Automation Science and Engineering, Vol. 10, No. 3, pp. 603-614, July 2013.

18.  Wu, J., Jia, Q.-S., Johansson, K. H., and Shi, L., “Event-based sensor data scheduling: Trade-off between communication rate and estimation quality,” IEEE Transactions on Automatic Control, Vol. 58, No. 4, pp. 1041-1046, Apr. 2013.

19.  Li, L., Jia, Q.-S., Wang, H., Yuan, R., and Guan, X., “A systematic method for network topology reconfiguration with limited link additions,” Journal of Network and Computer Applications, Vol. 35, No. 6, pp. 1979-1989, Nov. 2012.

20.  Li, L., Jia, Q.-S., Guan, X., and Wang, H., “Enhancing the robustness and efficiency of scale-free network with limited link addition,” KSII Transactions on Internet and Information Systems, Vol. 6, No. 5, pp. 1333-1353, May 2012.

21.  Li, J., Jia, Q.-S., Guan, X., and Chen, X., “Tracking a moving object via a sensor network with a partial information broadcasting scheme,” Information Sciences, Vol. 181, pp. 4733-4753, 2011.

22.  Shi, L., Jia, Q.-S., Mo, Y., and Sinopoli, B., “Sensor scheduling over a packet-delaying network,” Automatica, Vol. 47, No. 5, pp. 1089-1092, 2011.

23.  Zhao, Q.-C., Jia, Q.-S., and Cao, Y., "How much spare capacity is necessary for the security of resource networks?" Physica A: Statistical and Theoretical Physics, Vol. 373, pp. 861-873, Jan. 2007.

24.  Ho, Y.-C., Jia, Q.-S., and Zhao, Q.-C., "The equivalence between ordinal optimization in deterministic complex problems and in stochastic simulation problems," Discrete Event Dynamic Systems: Theory and Applications, Vol. 16, pp. 405-411, 2006.

25.  Sun, B., Luh, P. B., Jia, Q.-S., O’Neill, Z., and Song, F., “Building energy doctors: An SPC and Kalman filter-based method for system-level fault detection in HVAC systems,” IEEE Transactions on Automation Science and Engineering, to appear. DOI: 10.1109/TASE.2012.2226155.

26.  Xu, Z., Guan, X., Jia, Q.-S., Wu, J., Wang, D., and Chen, S., “Performance analysis and comparison on storage devices for smart building energy management,” IEEE Transactions on Smart Grid, Vol. 3, No. 4, pp. 2136-2147, 2012.

27.  Sun, B., Luh, P. B., Jia, Q.-S., Jiang, Z., Wang, F., and Song, C., “Building energy management: Integrated control of active and passive heating, cooling, lighting, shading and ventilation systems,” IEEE Transactions on Automation Science and Engineering, Vol. 10, No. 3, pp. 588-602, July 2013.

28.  Guan, X., Xu, Z., and Jia, Q.-S., “Energy-efficient buildings facilitated by microgrid,” IEEE Transactions on Smart Grid, Vol. 1, No. 3, pp. 243-252, 2010.

29.  Zhao, Y., Chen, X., Jia, Q.-S., Guan, X., Zhang, S., and Jiang, Y., “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, pp. 969-976, 2010.

30.  Shen, Z., Zhao, Q.C., and Jia, Q.-S., “Quantifying heuristics in the ordinal optimization framework,” Discrete Event Dynamic Systems: Theory and Applications, Vol. 20, pp. 441-471, 2010.

31.  Shen, Z., Zhao, Q.C., Jia, Q.-S., and Sun, J., “Universal alignment probability revisited,” Journal of Optimization Theory and Applications, 141: 371-376, 2009.

32.  Zhao, Q.C., Ho, Y.C., and Jia, Q.S., "Vector ordinal optimization," Journal of Optimization Theory and Applications, Vol. 125, No. 2, pp. 259-274, May 2005.

33.  Xia, L., Zhao, Q.C., and Jia, Q.-S., “A structure property of optimal policies for maintenance problems with safety-critical components,” IEEE Transactions on Automation Science and Engineering, Vol. 5, No. 3, pp. 519-531, Jul. 2008.

34.  Wang, H., Zhao, Q., Guan, X., and Jia, Q.-S., “Reconfiguring networked infrastructures by adding wireless communication capabilities to selected nodes,” IEEE Transactions on Wireless Communications, Vol. 12, No. 9, pp. 4518-4528, September 2013.

35.  Lee, L. H., Chew, E. P., Frazier, P. I., Jia, Q.-S., and Chen, C.-H., “Advances in simulation optimization and its applications foreword,” IIE Transactions, Vol. 45, No. 7, pp. 683-684, Jul. 2013.

主要奖励及荣誉

工作之后,2007-

1. 2013年教育部高等学校科学研究优秀成果奖(科学技术)自然科学二等奖。项目名称:事件驱动的网络化动态系统的建模与控制。完成人:赵千川、贾庆山、夏俐、陈曦、郑大钟。

2. 2013年IEEE Transactions on Automatic Control杰出审稿人。

3. 2012年国家自然科学基金优秀青年基金。

4. 2011年度清华大学学术新人奖。

5. 2011年清华大学优秀班主任、级主任。

6. 2010年IEEE Transactions on Automatic Control杰出审稿人

7. 2010年QSI最佳应用论文Finalist,论文题目:An Integrated Control of Shading Blinds, Natural Ventilation and HVAC Systems for Energy Saving and Human Comfort,作者:孙彪、陆宝森、贾庆山、姜子炎、王福林、宋宸,IEEE Conference on Automation Science and Engineering (CASE2010), Aug. 21-24, 2010, Toronto, Ontario, Canada.

8. 2009年国家自然科学二等奖。项目名称:离散事件动态系统的优化理论与方法。完成人:曹希仁赵千川陈曦、贾庆山

9. 2008年全国优秀博士学位论文提名论文

工作之前,2000-2006

1. 2006年清华大学一等优秀博士论文

2. 2006年清华大学优秀博士毕业生