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Decentralization, stabilization, and estimation of large-scale linear systems

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2 Author(s)
Siljak, D. ; University of Santa Clara, Santa Clara, CA, USA ; Vukcevic, M.

In this short paper we consider three closely related aspects of large-scale systems: decentralization, stabilization, and estimation. A method is proposed to decompose a large linear system into a number of interconnected subsystems with decentralized (scalar) inputs or outputs. The procedure is preliminary to the hierarchic stabilization and estimation of linear systems and is performed on the subsystem level A multilevel control scheme based upon the decomposition-aggregation method is developed for stabilization of input-decentralized linear systems. Local linear feedback controllers are used to stabilize each decoupled subsystem, while global linear feedback controllers are utilized to minimize the coupling effect among the subsystems. Systems stabilized by the method have a tolerance to a wide class of nonlinearities in subsystem coupling and high reliability with respect to structural perturbations. The proposed output-decentralization and stabilization schemes can be used directly to construct asymptotic state estimators for large linear systems on the subsystem level. The problem of dimensionality is resolved by constructing a number of low-order estimators, thus avoiding a design of a single estimator for the overall system.

Published in:

Automatic Control, IEEE Transactions on  (Volume:21 ,  Issue: 3 )