Generalized Bilinear System Identification with Coupling Force Variables

Jer-Nan Juang ()
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Jer-Nan Juang: National Cheng Kung University, Department of Engineering Science

A chapter in Modeling, Simulation and Optimization of Complex Processes, 2012, pp 169-182 from Springer

Abstract: Abstract A novel method is presented for identification of a generalized bilinear system with nonlinear terms consisting of the product of the state vector and the coupling force variables. The identification process requires a series of pulse response experiments from input values of various pulse duration for coupling force variables. It also requires experiments with multiple inputs rather than one single input at a time. The resulting identified system matrices represent the input–output map of the generalized bilinear system. A simple example is given to illustrate the concept of the identification method.

Keywords: State Matrix; Pulse Response; Bilinear System; Hankel Matrix; Transmission Matrix (search for similar items in EconPapers)
Date: 2012
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-642-25707-0_14

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DOI: 10.1007/978-3-642-25707-0_14

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