Scalable Control of Positive Systems

2015-03-24 11:59:53.207   分类:学术讲座   阅读量:7744 返回列表
活动/讲座时间:2015-03-26 上午10:30-11:30
活动/讲座地点:西南交大(九里)国家工程中心4楼403会议室(牵引动力国家重点实验室院内)
活动/讲座嘉宾:瑞典皇家工程科学院院士 Anders Rantzer 教授
嘉宾介绍:

Anders Rantzer received a PhD in 1991 from KTH, Stockholm, Sweden. After postdoctoral positions at KTH and at IMA, University of Minnesota, he joined Lund University in 1993 and was appointed professor of Automatic Control in 1999. The academic year of 2004/05 he was visiting associate faculty member at Caltech. Since 2008 he coordinates the Linnaeus center LCCC at Lund University. For the period 2013-15 he is also chairman of the Swedish Scientific Council for Natural and Engineering Sciences.

Rantzer has been associate editor of IEEE Transactions on Automatic Control and several other journals. He is a winner of the SIAM Student Paper Competition, the IFAC Congress Young Author Price and the IET Premium Award for the best article in IEE Proceedings - Control Theory & Applications during 2006. He is a Fellow of IEEE and a member of the Royal Swedish Academy of Engineering Sciences.

His research interests are in modeling, analysis and synthesis of control systems, with particular attention to uncertainty, optimization and distributed control.


主要内容:

Classical control theory does not scale well for large systems like traffic networks, power networks and chemical reaction networks. However, many of these applications can be handled efficiently using the concept of positive system, exploiting that the set of positive states is left invariant by the dynamics. Positive systems, and the nonlinear counterpart monotone systems, are common in many branches of science and engineering.

 

In this presentation, we will highlight several fundamental advantages of positive control systems: Verification and synthesis can be done with a complexity that scales linearly with the number of states and interconnections. Distributed controllers can be designed by convex optimization. Lyapunov functions and storage functions for nonlinear monotone systems can be built from scalar functions of the states, with dramatic simplifications as a result.


In spite of a rich set of existing results, several fundamental questions in control of positive systems remain open. In particular, we will discuss how local feedback loops can be used to get the desired positivity properties, which are then exploited for scalable design of the global interactions. Applications to transportation networks and health care will be used as illustrations.

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