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Generalized Bilinear System Identification with Coupling Force Variables

In: Modeling, Simulation and Optimization of Complex Processes

Author

Listed:
  • Jer-Nan Juang

    (National Cheng Kung University, Department of Engineering Science)

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.

Suggested Citation

  • Jer-Nan Juang, 2012. "Generalized Bilinear System Identification with Coupling Force Variables," Springer Books, in: Hans Georg Bock & Xuan Phu Hoang & Rolf Rannacher & Johannes P. Schlöder (ed.), Modeling, Simulation and Optimization of Complex Processes, edition 127, pages 169-182, Springer.
    • Handle: RePEc:spr:sprchp:978-3-642-25707-0_14
    DOI: 10.1007/978-3-642-25707-0_14
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