Design on Neural Network Controller of Engine-generator for Electro-thermal gun in the tracked Vehicle

• Autorzy: Li H. , Zhang J. , Xu D. , Zhong M.

Warianty tytułu

PL

Projekt sterownika neuronowego dla pojazdu gąsienicowego z wtryskiem elektrotermicznym

• Języki publikacji: EN

Abstrakty

EN

In order to ensure the engine can always work in the optimal fuel states and supply for electro-thermal gun, neural network controller of engine is designed in the electric drive tracked vehicle. The identification model of engine of tracked vehicle based on network is set up by using the measured data of the engine as learning stylebook so that the optimal fuel curves can be got based on the model. Simulation results show it can always work in the optimal fuel states when the engine works based on the optimal fuel curves in stable state.

PL

Przedstawiono układ sterowania napędem elektrycznym z wykorzystaniem sieci neuronowych. Na podstawie analizy modelu opracowane dane do uczenia sieci. Uzyskano optymalne sterowanie pojazdem i optymalne zużycie paliwa.

Słowa kluczowe

EN

engine generator; neural network; control

PL

sterownik neuronowy; pojazd gąsienicowy

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2012
• Tom: R. 88, nr 3b
• Strony: 60--62
• Opis fizyczny: Bibliogr. 9 poz., schem., wykr.

Twórcy

autor

Li H.

autor

Zhang J.

autor

Xu D.

autor

Zhong M.

• Academy of Armored Forces Engineering, Beijing,China,

Bibliografia

• [1] Behnam Bavarian. Introduction to Neural Networks for Intelligent Control[J].IEEE Control, April, 1988:3-7.
• [2] Panos J A. Neural Networks in Control Systems[J]. IEEE Control, April, 1992:8-10.
• [3] Kumpati S N, Snehasis Mukhopadhyay. Intelligent Control Using Neural Networks[J]. IEEE Control, April, 992, 11-18.
• [4] Narendra K S, Parthasarathy K. Identification and Control for Dynamic Systems Using Neural Networks[J]. IEEE Trans. On Neural Networks, 1990,1(1):4-27.
• [5] Michael B M, Anthony J C. Multilayer Neural Networks and Adaptive Nonlinear Control of Agile Anti-air Missiles[R]. AIAA-97-3540.
• [6] Duane L M, Link C J. Simulation of an Engine Sensor Validation Scheme Using an Auto associative Neural Network[R]. AIAA97-2902.
• [7] Marcello R N, Jose L C, Mario Innocenti. On-line Learning Neural and Fuzzy Logic Controllers for Actuator Failure Accommodation in Flight Control Systems[R]. AIAA-97-3539.
• [8] Suha Toprak, Aydan M E,I Sinan Akmandor. Identification and Control of a Radial Turbo jet with Neural Network and Fuzzy Logic[R]. AIAA-98-1016.
• [9] GDLSD. Electric Drive Study AD-A210383 7/1989