DocumentCode
402939
Title
Algorithm of generalized prediction applicable for single chip microcontroller
Author
Yu, Wei-bo ; Chen, Yue-yan ; Huang, Yan-Qiu
Author_Institution
Jilin Univ., Changchun, China
Volume
1
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
625
Abstract
Generalized prediction control (GPC) refers to the algorithm of long-term prediction control, which has found a wide range of application in the non-minimum-phase system, open-loop time-dependent system, time lag variation system and order variation system. According to the special features of the single chip micro-controller and the requirements for process control of normal object, the algorithm of generalized prediction control has been therefore improved, and an algorithm of generalized prediction control is presented, which can reduce the computing volume of control and parameter prediction. Simulation result shows that such a control system is stable and reliable, and its control effect is excellent, which can meet the technological requirements of production.
Keywords
microcontrollers; open loop systems; predictive control; generalized prediction control; nonminimum-phase system; open-loop time-dependent system; order variation system; parameter prediction; process control; single chip microcontroller; time lag variation system; Computational modeling; Control system synthesis; Control systems; Delay effects; Microcontrollers; Open loop systems; Prediction algorithms; Predictive models; Process control; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1264553
Filename
1264553
Link To Document