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
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;
Conference_Titel :
Optimization of Electrical and Electronic Equipment (OPTIM), 2010 12th International Conference on
Conference_Location :
Basov
Print_ISBN :
978-1-4244-7019-8
DOI :
10.1109/OPTIM.2010.5510348