Title :
Detection of system changes for a pneumatic cylinder using self-organizing maps
Author :
Zachrison, Anders ; Sethson, Magnus
Author_Institution :
Division of Fluid & Mechanical Engineering Systems, Department of Mechanical Engineering, Linköpings universitet, SE-581 8, Sweden
Abstract :
Automated monitoring of system is growing in importance as systems become increasingly autonomous and intelligent control is being used. At the same time, component manufacturers´ desire to offer components with embedded condition monitoring systems is also increasing.
Keywords :
Computerized monitoring; Condition monitoring; Manufacturing industries; Mechanical engineering; Neurons; Open loop systems; Quantization; Runtime; Self organizing feature maps; Support vector machines;
Conference_Titel :
Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control, 2006 IEEE
Conference_Location :
Munich, Germany
Print_ISBN :
0-7803-9797-5
Electronic_ISBN :
0-7803-9797-5
DOI :
10.1109/CACSD-CCA-ISIC.2006.4777056
