TY - GEN
T1 - Notice of Removal
T2 - 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
AU - Vilakazi, Christina B.
AU - Marwala, Tshilidzi
PY - 2007
Y1 - 2007
N2 - In recent years the need for improved monitoring systems has necessitated the application of intelligent systems. In this study, a multi-agent system (MAS) is used for vibration condition monitoring. The system consists of functional agents such as feature extraction agent, interpretation agent, diagnosis agent, engineering assistant agent and registry agent. Support Vector Machine (SVM), Multi-layer perceptron (MLP) and Extension Neural Network (ENN) are used as interpretation agent. The rationale behind using multi-agent system for condition monitoring is explained. Experimental results show that multi-agent system is an effective artificial intelligence techniques for condition monitoring.
AB - In recent years the need for improved monitoring systems has necessitated the application of intelligent systems. In this study, a multi-agent system (MAS) is used for vibration condition monitoring. The system consists of functional agents such as feature extraction agent, interpretation agent, diagnosis agent, engineering assistant agent and registry agent. Support Vector Machine (SVM), Multi-layer perceptron (MLP) and Extension Neural Network (ENN) are used as interpretation agent. The rationale behind using multi-agent system for condition monitoring is explained. Experimental results show that multi-agent system is an effective artificial intelligence techniques for condition monitoring.
UR - http://www.scopus.com/inward/record.url?scp=40949096064&partnerID=8YFLogxK
U2 - 10.1109/ICSMC.2007.4413641
DO - 10.1109/ICSMC.2007.4413641
M3 - Conference contribution
AN - SCOPUS:40949096064
SN - 1424409918
SN - 9781424409914
T3 - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
SP - 644
EP - 649
BT - 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 7 October 2007 through 10 October 2007
ER -