Model predictive control;
Generic model control;
Milk pasteurization process;
SYSTEMS;
D O I:
10.1016/j.compchemeng.2014.01.018
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
A milk pasteurization process, a nonlinear process and multivariable interacting system, is difficult to control by the conventional on-off controllers since the on-off controller can handled the temperature profiles for milk and water oscillating over the plant requirements. The multi-variable control approach with model predictive control (MPC) is proposed in this study. The proposed algorithm was tested for control of a milk pasteurization process in four cases of simulation such as set point tracking, model mismatch, difference control and prediction horizons, and time sample. The results for the proposed algorithm show the well performance in keeping both the milk and water temperatures at the desired set points without any oscillation and overshoot and giving less drastic control action compared to the cascade generic model control (GMC) strategy. (C) 2014 Elsevier Ltd. All rights reserved.
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Chen, Xianzhong
Heidarinejad, Mohsen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Heidarinejad, Mohsen
Liu, Jinfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Liu, Jinfeng
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
Heidarinejad, Mohsen
Liu, Jinfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2V4, CanadaUniv Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
Liu, Jinfeng
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Chen, Xianzhong
Heidarinejad, Mohsen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Heidarinejad, Mohsen
Liu, Jinfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Liu, Jinfeng
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
Heidarinejad, Mohsen
Liu, Jinfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2V4, CanadaUniv Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
Liu, Jinfeng
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA