Dynamic modeling and simulation of marine diesel engine using Elman networks

Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03

Volumn 1, Issue , 2003, Pages 100-103

  Fanming, Zeng ^a   Yutao, Chen ^a   Jiaming, Wu ^a   Guojun, Chen ^a  

^a NAVAL UNIVERSITY OF ENGINEERING   (China)

Author keywords

Diesel engine; Elman network; Modeling

Indexed keywords

COMPLEX CONTROL ALGORITHMS; COMPLICATED SYSTEMS; DEVELOPMENT PHASE; DYNAMIC BEHAVIORS; DYNAMIC MODELING AND SIMULATION; DYNAMIC PERFORMANCE; ELMAN NETWORK; LOAD SHARING; MARINE DIESEL ENGINES; MEASUREMENT DATA; MODEL-BASED; MODELING; MODELING METHOD; NEURAL NETWORK MODELING; OPERATING MODES; OPERATING RANGES; PROPULSION PLANTS; SIMULATION MODEL; SIMULATION RESULT; SYSTEM SIMULATIONS; TEST BENCHES; TIME VARIANT; TWIN-ENGINES;

ALGORITHMS; COMPUTER SIMULATION; MARINE ENGINES; NEURAL NETWORKS; SIGNAL PROCESSING;

DIESEL ENGINES;

EID: 78650156197     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNNSP.2003.1279222     Document Type: Conference Paper

References (4)

1. D.T. Pham, D, Karaboga, "Training Elman and Jordan networks for system identification using genetic algorithm", Artificial intelligence in engineering 13, pp.107-117, 1999.
2. M. Ayeb, D. Liditenthaler - T. Winsel and H.J. Theuerkauf, "SI Engine Modeling Using Neural Networks", SAE980790, pp.429-437.
3. Pham D.T. et al, "Neural Network for Identification, Prediction and Control", Springer, pp.47-61, 1995.
4. Pham D T, et al, "Dynamic system identification using Elman and Jordan Networks", Neural Networks for Chemical Engineers[C], Elsevier Science Publishers, pp.573-592, 1995.