@article{scholars4713, volume = {625}, note = {cited By 0; Conference of 3rd International Conference on Process Engineering and Advanced Materials, ICPEAM 2014 ; Conference Date: 3 June 2014 Through 5 June 2014; Conference Code:114811}, doi = {10.4028/www.scientific.net/AMM.625.414}, title = {Identification of multi-input multi-output systems using combined direct and indirect methods}, year = {2014}, publisher = {Trans Tech Publications Ltd}, journal = {Applied Mechanics and Materials}, pages = {414--417}, issn = {16609336}, author = {Faisal, A. and Ramasamy, M. and Shuhaimi, M. and Rahim, M.}, isbn = {9783038351818}, keywords = {Identification (control systems); Multiplexing equipment, Closed loop identification; Closed loops; Decentralized models; Direct and indirect methods; Identification procedure; Multi input multi output systems; Representative case; Subsystem interaction, MIMO systems}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84914159580&doi=10.4028\%2fwww.scientific.net\%2fAMM.625.414&partnerID=40&md5=37a19b0ac77e24ee9e67dae72501f6a7}, 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. {\^A}{\copyright} 2014 Trans Tech Publications, Switzerland.} }