Model Predictive Control Design and Performance Analysis of a Pasteurization Process Plant

被引:0
|
作者
Anang [1 ]
Hadisupadmo, Sutanto [1 ]
Leksono, Edi [1 ]
机构
[1] Bandung Inst Technol, Fac Ind Technol, Dept Engn Phys, Bandung, Indonesia
关键词
Pasteurization; Heat exchangers; Model predictive control; PID control; Programmable logic controller;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Pasteurization is a process of heating food products at a specified temperature to eliminate micro bacteria contaminants that may endanger consumer health. In dairy food industries, the pasteurization process often set to achieve products' temperature between 70 degrees C to 75 degrees C during 15 seconds. This paper reports the development of control system for a lab scale pasteurization process plant Armfield PCT23MKII which is equipped with programmable logic controller (PLC) Allen Bradley SLC 5/02 and OPC KepServer5 real time interface. A MATLAB based model predictive control (MPC) algorithm is developed for the mini plant and its performance is compared to standard PID and PID cascade controllers. Based on the experimental results, it was found that the developed MPC was capable of eliminating over shoot, achieve a fast settling time with an integral absolute error (IAE) of 3884 and energy consumption 613.2 kJ. In comparison with both the PID and PID cascade controllers, it is also shown that the proposed MPC algorithm has better performance in terms of adapting to load change and mitigating disturbances.
引用
收藏
页码:81 / 87
页数:7
相关论文
共 50 条
  • [41] Model Predictive Control for Fermentation Process
    Wang Guicheng
    Ma Jinjin
    Zhang Min
    Zhang Zhansheng
    Li Jinna
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 4445 - 4449
  • [42] MODEL PREDICTIVE CONTROL OF AN ELECTROPORATION PROCESS
    Ge, Peinan
    Yi, Jingang
    Li, Jianbo
    Lin, Hao
    PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2010, VOL 1, 2010, : 437 - 443
  • [43] MODEL PREDICTIVE CONTROL FOR THE INTEGRAL PROCESS
    TAMURA, I
    NISHITANI, H
    KUNUGITA, E
    KAGAKU KOGAKU RONBUNSHU, 1993, 19 (02) : 175 - 181
  • [44] Control design for nonlinear systems: trading robustness and performance with the model predictive control approach
    Magni, L
    Scattolini, R
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2005, 152 (03): : 333 - 339
  • [45] Fractional-Order Model Predictive Controller for Process Plant's Robust Performance
    Sadik, Muhammad Aidi Farhan bin Mohamed
    Shaipul, Muhammad Aiman Haqiemi Mohd
    Bingi, Kishore
    Devan, P. Arun Mozhi
    Ali, Aijaz
    2024 IEEE 14TH SYMPOSIUM ON COMPUTER APPLICATIONS & INDUSTRIAL ELECTRONICS, ISCAIE 2024, 2024, : 451 - 456
  • [46] Adaptive Feedback Control for a Pasteurization Process
    Rasmussen, Emil D. J.
    Errico, Massimiliano
    Tronci, Stefania
    PROCESSES, 2020, 8 (08)
  • [47] TEMPERATURE CONTROL IN THE HTST PASTEURIZATION PROCESS
    HALL, JA
    JOURNAL OF DAIRY RESEARCH, 1945, 14 (1-2) : 1 - &
  • [48] Predictive control of a gas-liquid separation plant based on a Gaussian process model
    Likar, Bojan
    Kocijan, Jus
    COMPUTERS & CHEMICAL ENGINEERING, 2007, 31 (03) : 142 - 152
  • [49] Real-Time Model Predictive Control for Nonlinear Gas Pressure Process Plant
    Hasan, E.
    Ibrahim, Rosdiazli
    Bingi, Kishore
    Hassan, Sabo Miya
    Gilani, Syed Faizan
    2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (ICSIPA), 2017, : 299 - 303
  • [50] Integrated environment for power plant performance analysis and control design
    Lu, S
    Swidenbank, E
    Hogg, BW
    CONTROL OF POWER PLANTS AND POWER SYSTEMS (SIPOWER'95), 1996, : 31 - 36