Identification of Multi-Input Multi-Output Systems Using Combined Direct and Indirect Methods Academic Article uri icon

abstract

  • Successful deployment of cooperative decentralized model predicative control needs reasonably accurate subsystem interactions models. Processes in which open-loop tests are not permitted, closed-loop identification of subsystems interactions is crucial. An approach that combines the direct and indirect methods of closed-loop identification is proposed in this paper. It is shown that full dynamics of MIMO systems can be determined following a two-steps identification procedure. A representative case study is used to demonstrate the efficacy of the proposed approach.

publication date

  • 2014

number of pages

  • 3

start page

  • 414

end page

  • 417

volume

  • 625