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

Jurnal Rekayasa Kimia & Lingkungan

Syam Syafiie¹  Chia Yaw Kwan² 

[1] Chemical Engineering Department, Syiah Kuala University;Department of Chemical and Environmental Engineering, Universiti Putra Malaysia;

关键词: model predictive control;    active-set method;    interior point method;    ph neutralization process;   

DOI  :  10.23955/rkl.v10i1.2168

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown