首页    期刊浏览 2025年08月16日 星期六
登录注册

文章基本信息

  • 标题:Real-Time Implementation of Model Predictive Control in a Low-Cost Embedded Device
  • 本地全文:下载
  • 作者:John Espinoza ; Jorge Buele ; Esteban X. Castellanos
  • 期刊名称:Journal of Systemics, Cybernetics and Informatics
  • 印刷版ISSN:1690-4532
  • 电子版ISSN:1690-4524
  • 出版年度:2018
  • 卷号:16
  • 期号:2
  • 页码:72-77
  • 出版社:International Institute of Informatics and Cybernetics
  • 摘要:This document presents a general description of theimplementation of a low-cost system for flow control. Apreconditioning of the signal coming from the process to becontrolled is carried out and, through Arduino UNO, data isacquired. Using this data in the embedded board Raspberry Pi 3, apredictive control by model (MPC) has been implemented in realtime. The plant model is obtained using the identification tool ofthe MATLAB software. The design of the controller which are inthe latest version of this software, has been developed in Simulinkusing the new complements made for this board. Theexperimental results show that despite the technical limitationsand the high computational cost that this controller represents,both devices can work together and present high performance,robustness and good response in the presence of disturbances.
  • 关键词:Predictive control; Embedded device; Process control.
国家哲学社会科学文献中心版权所有