Title :
Realization of Modified MPC Algorithm Based on Real Time Operating System
Author_Institution :
Sch. of Autom. & Electron. Eng., Qingdao Univ. of Sci. & Technol., Qingdao, China
Abstract :
MPC design methods have found wide acceptance in industrial applications and have been studied by academia. This paper presents a modified MPC algorithm that can applied in real time operating system. By adding a new fuzzy strategy to MPC algorithm, we can control how and when to calculate the real time data, so we can increase or decrease calculation time with different conditions. When applied this algorithm in real time operating system, we use some characteristic of operating system to ensure this fuzzy strategy not damaging basic feature of original MPC algorithm. Modified MPC algorithm performed by embedded systems is summarized.
Keywords :
control system synthesis; embedded systems; fuzzy set theory; operating systems (computers); predictive control; embedded system; fuzzy strategy; industrial application; modified MPC algorithm; real time operating system; Computational modeling; Heuristic algorithms; Operating systems; Prediction algorithms; Predictive control; Predictive models; Real time systems; Algorithm; Dynamic matrix control; Real time Operating System;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-1-4577-0755-1
Electronic_ISBN :
978-0-7695-4455-7
DOI :
10.1109/ICDMA.2011.216
