DocumentCode :
2830562
Title :
Local nonlinear balancing for structural information with an application in super collider particle dynamics
Author :
Verriest, Erik I.
Author_Institution :
Georgia Inst. of Technol., Atlanta
fYear :
2007
fDate :
12-14 Dec. 2007
Firstpage :
4614
Lastpage :
4619
Abstract :
The information obtained by local balancing of a nonlinear system already provides useful information about the dominant dynamics of the system and the topology of the state space. For local balancing, two Riemannian metrics are specified: one models the local reachability properties and one models the local observability properties. In general these are incompatible, inducing a different global topology. Locally, it is possible to match these up, and local balancing at a point P corresponds to bending and reshaping the induced manifolds without tearing so that near P there is a snug fit between the manifolds. Unlike the linear case, sensitivity and reduced modeling are local concepts, and lead at best to a hybrid reduced model with modes of different dimension. These concepts are illustrated in the nonlinear reachability and observability maps for the dynamics of bunching in a particle accelerator. Considering the recent outburst of interest in flocking, this example in ultimate flocking may be exciting and inspiring.
Keywords :
nonlinear control systems; observability; reachability analysis; Riemannian metrics; local nonlinear balancing; nonlinear reachability; nonlinear system; observability maps; particle accelerator; structural information; super collider particle dynamics; Control systems; Linear particle accelerator; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Observability; State-space methods; Topology; USA Councils;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
ISSN :
0191-2216
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
Type :
conf
DOI :
10.1109/CDC.2007.4434941
Filename :
4434941
Link To Document :
بازگشت