A Comparative Study of Applying Active-Set and Interior Point Methods in MPC for Controlling Nonlinear pH Process
| Autor: | Syam Syafiie, Chia Yaw Kwan |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2014 |
| Předmět: | |
| Zdroj: | Jurnal Rekayasa Kimia & Lingkungan, Vol 10, Iss 1 (2014) |
| Druh dokumentu: | article |
| ISSN: | 1412-5064 2356-1661 |
| DOI: | 10.23955/rkl.v10i1.2168 |
| Popis: | 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. |
| Databáze: | Directory of Open Access Journals |
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