Title
Rapid evaluation of reconfigurable robots anatomies using computational intelligence
Abstract
Designing a reconfigurable manufacturing robotic workcell is a complex and resource demanding procedure. In this work a multi criteria index is introduced, allowing the designer to evaluate the various anatomies achieved by a reconfigurable manipulator, and to define the area in the manipulator's configuration space where a task can be accomplished with good performance under the selected performance measure. An adaptive neuro-fuzzy inference system is trained, in order to rapidly produce the index value for arbitrary anatomies achieved by the manipulator. The system is tested using a case study reconfigurable manipulator, and the derived results determined by the system after its training are presented and compared to the actual index value for calculated for the relevant anatomy.
Year
DOI
Venue
2010
10.1007/978-3-642-15390-7_35
KES (2)
Keywords
Field
DocType
reconfigurable robot,multi criteria index,arbitrary anatomy,actual index value,case study reconfigurable manipulator,configuration space,reconfigurable manipulator,selected performance measure,rapid evaluation,computational intelligence,good performance,adaptive neuro-fuzzy inference system,index value,adaptive neuro fuzzy inference system,indexation
Computational intelligence,Computer science,Manipulator,Artificial intelligence,Adaptive neuro fuzzy inference system,Robot,Workcell,Configuration space,Inference system
Conference
Volume
ISSN
ISBN
6277
0302-9743
3-642-15389-5
Citations 
PageRank 
References 
0
0.34
2
Authors
3
Name
Order
Citations
PageRank
Harry Valsamos100.34
Vassilis Moulianitis272.65
Nikos A. Aspragathos324337.69