DocumentCode
2307971
Title
Research on Function and Intelligent Control System of Pipeline Robots
Author
Hao Jingru ; Li Tianjian ; Liu Xiangquan
Author_Institution
Sch. of Mechatron. Eng., Beijing Inf. Sci. & Technol. Univ., Beijing, China
Volume
3
fYear
2010
fDate
13-14 March 2010
Firstpage
83
Lastpage
87
Abstract
The basic function, structure and intelligent control system of pipelline robots are studied. BP neural network of intelligent control is adopted to control the robot pose, and the test to verify the control system is done. orthogonal method is applied to find out the effect of neural network parameters on the robot pose adjusting. better parameter data are suggested by the test data analyses. It is valuable reference for the increase of robot intelligent control level.
Keywords
backpropagation; intelligent control; neural nets; pipelines; robots; BP neural network; intelligent control system; orthogonal method; pipeline robots; robot pose control; Automation; Intelligent control; Intelligent robots; Mechatronics; Pipelines; intelligent control; neural network; pipeline robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location
Changsha City
Print_ISBN
978-1-4244-5001-5
Electronic_ISBN
978-1-4244-5739-7
Type
conf
DOI
10.1109/ICMTMA.2010.167
Filename
5460297
Link To Document