DocumentCode
3695682
Title
Identification control synthesis by the network operator method
Author
T.P. Dang;A.I. Diveev;D.E. Kazaryan;E.A. Sofronova
Author_Institution
Peoples´ Friendship University of Russia, PFUR, Moscow, Russia
fYear
2015
fDate
6/1/2015 12:00:00 AM
Firstpage
1559
Lastpage
1564
Abstract
An identification control is a control of an object which mathematical model is unknown. For such objects initially the problem of identification is solved, and then for the resulting object model the problem of control synthesis is solved. As a result of control synthesis we obtain a multi-dimensional function that describes the dependence of control on the object state. After the implementation of this function in the control unit of the real object, it achieves the goal of control with optimal value of the quality criteria. To solve the identification and synthesis problems we use the method of network operator, which with the help of evolutionary algorithms finds the structure and parameters of the functions describing the model and functional dependence of control from the object state. In this paper, an example of using a network operator to solve the problem of identification control synthesis for a multilink robot is given.
Keywords
"Mathematical model","Trajectory","Robots","Object recognition","Conferences","Industrial electronics","Evolutionary computation"
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2015 IEEE 10th Conference on
Type
conf
DOI
10.1109/ICIEA.2015.7334357
Filename
7334357
Link To Document