TY  - JOUR
VL  - 49
Y1  - 2010///
AV  - none
A1  - Wibowo, T.C.S.
A1  - Saad, N.
PB  - ISA - Instrumentation, Systems, and Automation Society
SP  - 335
KW  - 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
KW  -  Dynamic characteristics; Identification process; Interacting process; Linear modeling; Mimo state-space models; Real-time implementations; System identification techniques; Zero steady state error
KW  -  Model predictive control
KW  -  algorithm; article; computer system; forecasting; gas; industry; methodology; pilot study; reproducibility; statistical model
KW  -  Algorithms; Computer Systems; Forecasting; Gases; Industry; Linear Models; Models
KW  -  Statistical; Pilot Projects; Reproducibility of Results
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-77955657066&doi=10.1016%2fj.isatra.2010.02.005&partnerID=40&md5=6d00e0c4adb6abf3453817dd3caab611
EP  - 347
ID  - scholars1388
N2  - 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. © 2010 ISA. Published by Elsevier Ltd. All rights reserved.
TI  - MIMO model of an interacting series process for Robust MPC via System Identification
N1  - cited By 9
IS  - 3
JF  - ISA Transactions
SN  - 00190578
ER  -