@article{scholars1388, year = {2010}, journal = {ISA Transactions}, number = {3}, note = {cited By 9}, pages = {335--347}, title = {MIMO model of an interacting series process for Robust MPC via System Identification}, doi = {10.1016/j.isatra.2010.02.005}, publisher = {ISA - Instrumentation, Systems, and Automation Society}, volume = {49}, issn = {00190578}, abstract = {This paper discusses the empirical modeling using system identification technique with a focus on an interacting series process. The study is carried out experimentally using a gaseous pilot plant as the process, in which the dynamic of such a plant exhibits the typical dynamic of an interacting series process. Three practical approaches are investigated and their performances are evaluated. The models developed are also examined in real-time implementation of a linear model predictive control. The selected model is able to reproduce the main dynamic characteristics of the plant in open-loop and produces zero steady-state errors in closed-loop control system. Several issues concerning the identification process and the construction of a MIMO state space model for a series interacting process are deliberated. {\^A}{\copyright} 2010 ISA. Published by Elsevier Ltd. All rights reserved.}, keywords = {Closed loop control systems; Dynamics; Identification (control systems); Mathematical models; MIMO systems; Pilot plants; Predictive control systems; Real time control; Religious buildings; State space methods, Dynamic characteristics; Identification process; Interacting process; Linear modeling; Mimo state-space models; Real-time implementations; System identification techniques; Zero steady state error, Model predictive control, algorithm; article; computer system; forecasting; gas; industry; methodology; pilot study; reproducibility; statistical model, Algorithms; Computer Systems; Forecasting; Gases; Industry; Linear Models; Models, Statistical; Pilot Projects; Reproducibility of Results}, author = {Wibowo, T. C. S. and Saad, N.}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-77955657066&doi=10.1016\%2fj.isatra.2010.02.005&partnerID=40&md5=6d00e0c4adb6abf3453817dd3caab611} }