A Comparative Study of Applying Active-Set and Interior Point Methods in MPC for Controlling Nonlinear pH Process

A Comparative Study of Applying Active-Set and Interior Point Methods in MPC for Controlling Nonlinear pH Process

model predictive control; active-set method; interior point method; pH neutralization process

A comparative study of Model Predictive Control (MPC) using active-set method and interior point methods is proposed as a control technique for highly non-linear pH process. The process is a strong acid-strong base system. A strong acid of hydrochloric acid (HCl) and a strong base of sodium hydroxide (NaOH) with the presence of buffer solution sodium bicarbonate (NaHCO3) are used in a neutralization process flowing into reactor. The non-linear pH neutralization model governed in this process is presented by multi-linear models. Performance of both controllers is studied by evaluating its ability of set-point tracking and disturbance-rejection. Besides, the optimization time is compared between these two methods; both MPC shows the similar performance with no overshoot, offset, and oscillation. However, the conventional active-set method gives a shorter control action time for small scale optimization problem compared to MPC using IPM method for pH control.

Syafiie, Syam

Kwan, Chia Yaw

Jurnal Rekayasa Kimia & Lingkungan; Vol 10, No 1 (2014): Jurnal Rekayasa Kimia & Lingkungan

2356-1661

1412-5064

Chemical Engineering Department, Syiah Kuala University, Banda Aceh, Indonesia

2014-06-01

Copyright (c) 2015 Jurnal Rekayasa Kimia & Lingkungan

http://jurnal.unsyiah.ac.id/RKL/article/view/2168/2122

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eng

info:eu-repo/semantics/article

info:eu-repo/semantics/publishedVersion

Peer-reviewed Article

http://jurnal.unsyiah.ac.id/RKL/article/view/2168