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袁烨

职称:教授

邮箱:ye.yuan@outlook.com

个人主页:http://yy311.github.io

个人简介

个人简历
  2008年获得上海交大本科学位,2009和2012年分别在剑桥大学获得硕士,博士学位,2012至2016年分任剑桥大学博士后、达尔文学院研究员、加州大学伯克利博士后。长期、多次在加州理工学院(2011, 2014, 2015),麻省理工学院  (2013),帝国理工学院(2011-2015)访问。一直从事基于信息物理系统的大数据辨识和控制方面的研究工作。获得了2016年国家青年千人计划奖励(优先资助)、剑桥大学Dorothy-Hodgkin奖、达尔文学院fellowship。

 

研究方向

1.人工智能理论包括系、机器学、控制化算法开发;

2.智能制造与机器人技术;

3.信息物理系统:智能电网,系统生物学;

4.数据科学。

 

本人常年招收自化、数学、算机、物理、机械等专业博士后、博士、士研究生。有意者请发简历至yye@hust.edu.cn。

 

期刊论文

[J16] Y. Yuan, H. Zhang, Y. Wu, T. Zhu and H. Ding, “Bayesian learning-based model predictive vibration control for thin-walled workpiece machining processes,” accepted, IEEE/ASME Transactions on Mechatronics.

[J15]D. Hayden, Y. Yuan and J. Gon ̧calves, Network identifiability from intrinsic noise,” conditionally accepted, IEEE Transactions on Automatic Control. http://arxiv.org/abs/1310.0375.

[J14]Y. Yuan, A. Rai, E. Yeung, G. Stan, S. Warnick and J. Gon ̧calves, “A minimal realization technique for the dynamical structure function of a class of LTI systems,” to appear, IEEE Transactions on Control of Network Systems.

[J13]Y. Yuan, K. Glover and J. Gonc ̧alves, On minimal realisations of dynamical structure functions, Automatica, Volume 55, Pages 159-164, 2015.

[J12]W. Pan, Y. Yuan, H. Sandberg, J. Gonc ̧alves and G. Stan, Online fault diagnosis for nonlinear power systems,” Automatica, Volume 55, Pages 27-36, 2015.

[J11]X. Yang, Y. Yuan, Z. Long, J. Gon ̧calves and P. Palmer, Robust stability analysis of active voltage control for high-power IGBT switching by Kharitonovs theorem,” IEEE Transactions on Power Electronics, Volume 31, Issue 3, Page 2584-2595, 2016.

[J10]W. Pan, Y. Yuan, J. Gon ̧calves and G. Stan, A sparse Bayesian approach to the identification nonlinear state-space systems,” IEEE Transactions on Automatic Control, Volume 61, Issue 1, Page 182-187, 2016.

[J9]T. Charalambous, Y. Yuan, T. Yang, W. Pan, C. Hadjicostis, M. Johansson, “Distributed finite-time average consensus in digraphs in the presence of time-delays,” IEEE Transactions on Control of Network Systems, Volume 2, Issue 4, Page 370-381, 2015.

[J8]X. Yang, Y. Yuan, X. Zhang and P. Palmer, “Shaping high-power IGBT switching transitions by active voltage control for reduced EMI generation,” IEEE Transactions on Industry Applications Volume 51, Issue 2, Page 1669-1677, 2015.

[J7]W. Kuan, A. Kasis, Y. Yuan, S. Mason, A. Lazar, R. Barker and J. Gonc ̧alves, Modelling the natural history of Huntingtons disease progression, Journal of Neurology, Neurosurgery, and Psychiatry Volume 86, Issue 10, Page 1143-1149, 2015. (Impact Factor: 5.6)

[J6]N. O’Clery, Y. Yuan, G. Stan and M. Barahona, “Observability and coarse-graining of consensus dynamics through the External Equitable Partition,” Physical Review E, Volume 88, 042805, 2013.

[J5]Y. Yuan, G. Stan, L. Shi, M. Barahona and J. Gonc ̧alves, Decentralised minimum-time consensus, Automatica, Volume 49, Issue 5, Page 1227-1235, 2013.

[J4]L. Shi, Y. Yuan and J. Chen, “Finite horizon LQR control with limited controller-system communication,” IEEE Transactions on Automatic Control, Volume 58, Issue 7, Page 1835-1841, 2013.

[J3]J. Wu, Y. Yuan, H. Zhang and L. Shi, “How can online schedules improve communication and estimation tradeoff?” IEEE Transactions on Signal Processing, Volume 61, Number 7, Page 1625-1631, 2013.

[J2]E. Herrero, E. Kolmos, N. Bujdoso, Y. Yuan, M. Wang, M. Berns, G. Coupland, R. Saini, M. Jaskolski, A. Webb, J. Gon ̧calves and S. Davis, Early Flowering4 recruitment of Early Flowering3 in the nucleus sustains the Arabidopsis circadian clock, the Plant Cell, Volume 24, No. 2, Page 428-443, 2012. (Impact Factor: 10.6)

[J1]Y. Yuan, G. Stan, S. Warnick and J. Gon ̧calves, Robust dynamical network structure re- construction, Special Issue on System Biology, Automatica, Volume 47, Issue 6, Page 1230-1235, 2011.

 

 

会议论文

[C32]O. Ardakanian, Y. Yuan, R. Dobbe, A. von Meier, S. Low and C. Tomlin, “Event Detection and Localization in Distribution Grids with Phasor Measurement Units,” IEEE PES General Meeting, 2017.

[C31]Y. Yuan, Y. Nakahira and C. Tomlin, “On identification of switching parameterized linear systems,” 35th Chinese Control Conference, 2016.

[C30]Y. Yuan and Y. Mo, “Security in feedback control systems: controller design against known- plaintext attack,” in Proceedings of 54th IEEE Conference on Decision and Control, 2015.

[C29]W. Pan, Y. Yuan, L. Ljung, J. Gon ̧calves and G. Stan, Identifying biochemical reaction networks from heterogeneous datasets, in Proceedings of 54th IEEE Conference on Decision and Control, 2015.

[C28]Z. Yue, J. Thunberg, Y. Yuan and J. Gon ̧calves, Dynamical structure function and Granger causality: similarities and differences,” in Proceedings of 54th IEEE Conference on Decision and Control, 2015.

[C27]A. Baetica, Y. Yuan, J. Gon ̧calves and R. M. Murray, A stochastic framework for the design of transient and steady state behavior of biochemical reaction networks,” in Proceedings of 54th IEEE Conference on Decision and Control, 2015.

[C26]T. Yang, Y. Yuan, K. Li, J. Gon ̧calves and K. Johansson, Minimum-time computation for unknown persistent disturbance in vehicle platooning,” in Proceedings of 53rd IEEE Conference on Decision and Control, 2014.

[C25]W. Pan, Y. Yuan, A. Scootla and G. Stan, Inference of switched biochemical reaction networks using sparse Bayesian learning, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014. (Oral Presentation)

[C24]Q. Huang, Y. Yuan, J. Gonc ̧alves and M. A. Dahleh, H2-based network volatility measures,” in Proceedings of IEEE American Control Conference, 2014.

[C23]D. Hayden, Y. Yuan and J. Gonc ̧alves, Network reconstruction from intrinsic noise, in Proceedings of IEEE American Control Conference, 2014.

[C22]W. Yang, L. Shi, Y. Yuan, X. Wang and H. Shi, “Network design for distributed consensus estimation over heterogeneous sensor networks,” 19th IFAC World Congress, 2014.

[C21]D. Hayden, Y. Yuan and J. Gon ̧calves, Network reconstruction from intrinsic noise: Non- minimum phase systems,” 19th IFAC World Congress, 2014.

[C20]W. Pan, Y. Yuan, H. Sandberg, J. Gonc ̧alves and G. Stan, Real-time fault diagnosis for large-scale nonlinear power networks, in Proceedings of 52nd IEEE Conference on Decision and Control, 2013.

[C19]D. Hayden, Y. Yuan and J. Gonc ̧alves, Network reconstruction using knock-out and over- expression data, in Proceedings of the European Control Conference 2013.

[C18]J. Thia, Y. Yuan, L. Shi and J. Gon ̧calves, Distributed Kalman Filter with minimum-time covariance computation,” in Proceedings of 52nd IEEE Conference on Decision and Control, 2013.

[C17]T. Charalambous, Y. Yuan, T. Yang, W. Pan, C. Hadjicostis, M. Johansson, “Decentralised minimum-time average consensus in digraphs,” in Proceedings of 52nd IEEE Conference on Decision and Control, 2013.

[C16]F. Garin and Y. Yuan, “Distributed privacy-preserving network size computation: A system-identification based method,” in Proceedings of 52nd IEEE Conference on Decision and Control, 2013.

[C15]Y. Yuan and L. Shi, “Minimum sensor duty cycle with guaranteed estimator performance,” IEEE International Conference on Information and Automation, 2012. (Best Paper Award, Finalist)

[C14]W. Pan, Y. Yuan, J. Gon ̧calves and G. Stan, “Reconstruction of arbitrary biochemical reaction networks,” in Proceedings of 51th IEEE Conference on Decision and Control, 2012.

[C13]E. Yeung, J. Kim, Y. Yuan, J. Gon ̧calves and R. M. Murray, Quantifying crosstalk in biochemical systems, in Proceedings of 51th IEEE Conference on Decision and Control, 2012.

[C12]J. Adebayo, T. Southwick, E. Yeung, Y. Yuan, J. Gon ̧calves, J. Grose, G. Stan and S. Warnick, Dynamical structure function identifiability conditions enabling signal structure reconstruction,” in Proceedings of 51th IEEE Conference on Decision and Control, 2012.

[C11]D. Hayden, Y. Yuan and J. Gon ̧calves, Robust network reconstruction in polynomial time, in Proceedings of 51th IEEE Conference on Decision and Control, 2012.

[C10]L. Shi, Y. Yuan and H. Zhang, “Sensor data scheduling for linear quadratic Gaussian control with full state feedback,” in Proceedings of IEEE American Control Conference, 2012.

[C9]Y. Yuan, J. Liu, R. M. Murray and J. Gon ̧calves, Minimal-time dynamical consensus,” in Proceedings of IEEE American Control Conference, 2012.

[C8]Y. Yuan, G. Stan, L. Shi, M. Barahona and J. Gonc ̧alves, Decentralised minimal-time consensus, in Proceedings of 50th IEEE Conference on Decision and Control, 2011.

[C7]Y. Yuan and J. Gonc ̧alves, Minimal-time network reconstruction of DTLTI system, in Proceedings of 49th IEEE Conference on Decision and Control, 2010.

[C6]Y. Yuan, G. Stan, S. Warnick and J. Gon ̧calves, Network reconstruction from noisy input- output data, in Proceedings of 49th IEEE Conference on Decision and Control, 2010.

[C5]Y. Yuan, G. Stan, L. Shi, M. Barahona and J. Gon ̧calves, Minimal-time uncertain output final value of unknown DT-LTI systems with application to the decentralised network consensus problem,” In Proceedings of 19th International Symposium on Mathematical Theory of Networks and Systems, 2010.

[C4]Y. Yuan, G. Stan, S. Warnick and J. Gonc ̧alves, Robust dynamical network reconstruction,” In Proceedings of 19th International Symposium on Mathematical Theory of Networks and Systems, 2010.

[C3]Y. Yuan, G. Stan, L. Shi and J. Gonc ̧alves, Decentralised final value theorem for discrete- time LTI systems with application to minimal-time distributed consensus, in Proceedings of the 48th IEEE Conference on Decision and Control, 2009.

[C2]Y. Yuan, G. Stan, S. Warnick and J. Gon ̧calves, Minimal dynamical structure realisations with application to network reconstruction from data, in Proceedings of the 48th IEEE Conference on Decision and Control, 2009.

[C1]Y. Yuan and Y. Mostofi, “Impact of link qualities and network topology on binary consensus,” In Proceedings of IEEE American Control Conference, 2009.

 

 

 


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