ntelligent systems are suited as search and optimization, pattern recognition and matching, planning, uncertainty management control and adaptation. These lecture notes cover techniques and application with emphasis on aeronautical and space applications. Techniques reviewed: decision strategy tools based on game theory, neural network techniques for fault identification, genetic algorithms and multi-agent theory. Application reviewed: air combat tactics, control of unmanned air vehicles, air combat simulation, space exploration, missile design, airfoil design, analysis of rocket plume data for condition monitoring. These applications highlight the relevance and importance of Intelligent Systems for military issues.
Neural Networks and other Techniques for Fault Identification and Isolation of Aircraft Systems
INNOCENTI, MARIO;
2002-01-01
Abstract
ntelligent systems are suited as search and optimization, pattern recognition and matching, planning, uncertainty management control and adaptation. These lecture notes cover techniques and application with emphasis on aeronautical and space applications. Techniques reviewed: decision strategy tools based on game theory, neural network techniques for fault identification, genetic algorithms and multi-agent theory. Application reviewed: air combat tactics, control of unmanned air vehicles, air combat simulation, space exploration, missile design, airfoil design, analysis of rocket plume data for condition monitoring. These applications highlight the relevance and importance of Intelligent Systems for military issues.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
