DocumentCode
3032062
Title
Modeling a knowledge base for generating new trajectories for a robot arm located in a cell of a flexible fabrication line
Author
Calangiu, G.A. ; Sarkany, I. ; Stoica, M. ; Sisak, F.
Author_Institution
Automatics Dept., Transilvania Univ. of Brasov, Brasov, Romania
fYear
2010
fDate
20-22 May 2010
Firstpage
813
Lastpage
818
Abstract
In this paper, we propose a method for adding new items to an existing knowledge base, considering the information already collected via a human machine interface. The system can be used for acquiring the data, monitoring the fabrication cells and in the knowledge acquisition process. The knowledge base is an essential part, used in the monitoring and control of the robot in the fabrication cell. An essential problem is programming the robot in a way that this can act in any situation it meets in the fabrication cell. Using the vision system the robot can perceive its external environment, it offers the robot hints about the path it has to follow. The goal is to provide the robot enough knowledge so that it can act independently, without human intervention.
Keywords
control engineering computing; expert systems; flexible manipulators; inference mechanisms; learning (artificial intelligence); position control; user interfaces; fabrication cell; flexible fabrication line; human machine interface; knowledge acquisition process; knowledge base modeling; robot arm; trajectory generation; Artificial intelligence; Engines; Expert systems; Fabrication; Humans; Machine learning; Monitoring; Optimization methods; Robot control; Robot vision systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Optimization of Electrical and Electronic Equipment (OPTIM), 2010 12th International Conference on
Conference_Location
Basov
ISSN
1842-0133
Print_ISBN
978-1-4244-7019-8
Type
conf
DOI
10.1109/OPTIM.2010.5510348
Filename
5510348
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