Physical modelling and use of modern system identification for real-time simulation of spark ignition engines in all phases of engine development

SAE Technical Papers

Volumn , Issue , 2004, Pages

  Krug, Carsten ^a   Liebl, Johannes ^a   Munk, Friedrich ^a   Kämmer, Alexander ^a   Reuss, Hans Christian ^b  

^a BMW GROUP   (Germany)

^b DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; DESIGN OF EXPERIMENTS; DYNAMICS; HARDWARE; MODEL STRUCTURES; NEURAL NETWORKS; SOFTWARE TESTING; STRUCTURAL GEOLOGY;

COMPLEX SIMULATION; DEVELOPMENT PROCESS; DYNAMIC NEURAL NETWORKS; ENGINE MANAGEMENT SYSTEMS; HARDWARE AND SOFTWARE; HARDWAREIN-THE-LOOP(HIL) SIMULATION; NONLINEAR IDENTIFICATIONS; REAL TIME SIMULATIONS;

ENGINES;

EID: 85072425208     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2004-01-0421     Document Type: Conference Paper

References (6)

1. Kämmer, A., et. al.,: Real-Time Engine Models Detroit: SAE 2003-01-1050 SP 1749, Society of Automotive Engineers, 2003
2. Konrad, H., Krämer, G.,: Die Entwicklung der Steuerfunktionen für die BMW VALVETRONIC-Motoren (Development of BMW VALVETRONIC SI engines control functions) Mannheim: Tagung Steuerung und Regelung von Fahrzeugen und Motoren, VDI-Gesellschaft Meβ- und Automatisierungstechnik, 2002 (in german)
3. Ayeb, M., Lichtenthäler, D., et. al.,: SI Engine Modeling Using Neural Networks Detroit: SAE 980790, Society of Automotive Engineers, 1998
4. Schantl, R.,: Echtzeitsimulation der Verbrennungskraftmaschine für die Motorsteuergeräteentwicklung (Realtime simulation of SI engines for development of engine control units) Graz: Diplomarbeit FH Joanneum, 2002 (in german)
5. Schultz, J.,: Identifikation dynamischer Systeme mit künstlichen Neuronalen Netzen (Identification of dynamical systems with artificial neural networks) Karlsruhe: Dissertation Technische Universität, 1998 (in german)
6. Haykin, S.,: Neural Networks: a comprehensive foundation New York: Macmillan, 2. Ed. 1999