Modeling of hybrid railway electric vehicle safety control system using artificial immune systems
Conference: VDE-Kongress 2010 - E-Mobility: Technologien - Infrastruktur - Märkte
11/08/2010 - 11/09/2010 at Leipzig, Deutschland
Proceedings: VDE-Kongress 2010
Pages: 5Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
Mor-Yaroslavtsev, A.; Levchenkov, A.; Ribickis, L. (Institute of Industrial Electronics and Electrotechnology, Riga Technical University, Riga, Latvia)
Objective of this paper is to examine the principles of biological and artificial immune systems and to design a generic scheme of the safety-driven control system for electric vehicles’ drives and brakes. The authors investigate the principles of AIS, the shape-space concept to represent the input data, solutions population adaptation algorithms, and the overall possibility to use AIS for transport safety tasks in a manner quite similar to network intrusion detection systems. The system is a hybrid of AIS which performs sensor data anomaly detection and a self-organizing map used for classification of detected signals. The system design is tested by authors on a programmable logic controller with additional necessary modules.