scholarly journals Closed-loop identification of MIMO systems in the Prediction Error framework: Data informativity analysis

Automatica ◽  
2020 ◽  
Vol 121 ◽  
pp. 109171
Author(s):  
Kévin Colin ◽  
Xavier Bombois ◽  
Laurent Bako ◽  
Federico Morelli
Keyword(s):  
Prediction Error ◽  
Closed Loop ◽  
Mimo Systems ◽  
Closed Loop Identification

Identification of Multi-Input Multi-Output Systems Using Combined Direct and Indirect Methods

2014 ◽  
Vol 625 ◽  
pp. 414-417
Author(s):  
Abdelraheem Faisal ◽  
Marappagounder Ramasamy ◽  
Mahadzir Shuhaimi ◽  
Mohamed Rahim
Keyword(s):  
Closed Loop ◽  
Mimo Systems ◽  
Open Loop ◽  
Identification Procedure ◽  
Indirect Methods ◽  
Representative Case ◽  
Closed Loop Identification ◽  
Decentralized Model ◽  
Direct And Indirect Methods

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.

scholarly journals Closed-Loop Identification of MIMO Systems: A New Look at Identifiability and Experiment Design

2010 ◽  
Vol 16 (3) ◽  
pp. 228-239 ◽  
Author(s):  
Alexandre Sanfelice Bazanella ◽  
Michel Gevers ◽  
Ljubiša Miškovic
Keyword(s):  
Closed Loop ◽  
Mimo Systems ◽  
Experiment Design ◽  
Closed Loop Identification ◽  
New Look
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