A neural network based methodology for virtual sensor development

SAE Technical Papers

Volumn , Issue , 2005, Pages

  Nareid, Helge ^a   Grimes, Michael ^b   Verdejo, Julian ^b  

^a AXEON Ltd   (United Kingdom)

^b GENERAL MOTORS CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ENGINES; HARDWARE; INTERACTIVE COMPUTER SYSTEMS; LEARNING SYSTEMS; NETWORK ARCHITECTURE; NEURAL NETWORKS;

ANN (ARTIFICIAL NEURAL NETWORK); AUTOMOTIVE POWERTRAINS; COMPUTATIONAL RESTRICTION; ENGINE CONTROL PARAMETERS; FUNCTIONAL RELATIONSHIP; HARDWARE IMPLEMENTATIONS; MACHINE LEARNING TECHNIQUES; NON-LINEAR RELATIONSHIPS;

REAL TIME SYSTEMS;

EID: 85072454499     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2005-01-0045     Document Type: Conference Paper

References (5)

1. Kohonen T.,: "Self-Organizing Maps" Third Edition, Springer Verlag 2001
2. Lightowler N., and Nareid H.,: "Artificial Neural Network Based Control Systems" SAE paper 2003-01-0359, SAE World Congress 2003
3. Nareid H., and Lightowler N.,: "Detection of Engine Misfire events using an Artificial Neural Network, SAE paper 2004-01-1363, SAE World Congress 2004
4. Weeks Robert W., Moskwa John J.,: "Transient Air Flow Rate Estimation in a Natural Gas Engine Using a Nonlinear Observer" SAE paper 940759, SAE World Congress 1994
5. Maloney Peter J.,: "Embedded Estimator Design Process Examples" SAE 2004 Designing Electronic Powertrain Controls Symposium, Austin TX, 2004