Paper Info
Title
Fuzzy cognitive map model for supervisory manufacture systems
Abstract
A new approach to modeling the supervisor of manufacturing systems is proposed which it is based on Fuzzy Cognitive Map (FCM) Theory. In this paper the description and the construction of Fuzzy Cognitive Maps are examined. A two level control structure for manufacturing systems, where Supervisor is modeled as a FCM, is presented. Then, an FCM model for a process example is constructed and a supervisor consisted of two FCMs that are used for failure detection and decision analysis, is proposed. The application of soft computing methodologies such as FCM, in the field of manufacturing systems may contribute in the development of more autonomous and intelligent manufacturing systems.
Year
DOI
Venue
1998
10.1007/978-0-387-35390-6_12
BASYS
Keywords
Field
DocType
supervisory manufacture system,fuzzy cognitive map model,fuzzy cognitive maps,fuzzy cognitive map,soft computing
Supervisor,Decision analysis,Manufacturing systems,Fuzzy cognitive map,Artificial intelligence,Soft computing,Engineering
Conference
ISBN
Citations 
PageRank 
0-412-84670-5
0
0.34
References 
Authors
6
2
Name
Order
Citations
PageRank
C. D. Stylios11629.52
P. P. Groumpos224614.83