Control strategy of hybrid power system for Fuel Cell Electric Vehicle based on neural network optimization

Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2008

Volumn , Issue , 2008, Pages 753-757

  Xie, Chang Jun ^a   Quan, Shu Hai ^a   Chen, Qi Hong ^a  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Energy management strategy; Fuel Cell Electric Vehicle; Genetic algorithms; Hybrid power system; Neural network optimization

Indexed keywords

COMBINATORIAL OPTIMIZATION PROBLEMS; CONTROL STRATEGIES; DC/DC CONVERTERS; ECONOMY PERFORMANCES; ENERGY MANAGEMENT STRATEGIES; ENERGY MANAGEMENT STRATEGY; FUEL CELL ELECTRIC VEHICLE; FUEL CELL ELECTRIC VEHICLES; FUZZY CONTROL STRATEGIES; HIGH EFFICIENCIES; HYBRID POWER SYSTEM; HYBRID POWER SYSTEMS; NEURAL NETWORK OPTIMIZATION; NEURAL NETWORK OPTIMIZATIONS; POWER FLOWS; POWER SYSTEMS; SIMULATION RESULTS;

ALGORITHMS; AUTOMOBILES; CELLS; COMBINATORIAL MATHEMATICS; COMBINATORIAL OPTIMIZATION; CONTROL THEORY; CYTOLOGY; DIESEL ENGINES; ELECTRIC AUTOMOBILES; ELECTRIC BATTERIES; ELECTRIC POWER MEASUREMENT; ELECTRIC POWER SYSTEMS; ELECTRIC POWER TRANSMISSION NETWORKS; ELECTRIC VEHICLES; ELECTROCHEMISTRY; ENERGY MANAGEMENT; FUEL CELLS; FUELS; FUZZY CONTROL; GENETIC ALGORITHMS; GENETIC ENGINEERING; IMAGE CLASSIFICATION; LEAKAGE (FLUID); NEURAL NETWORKS; OPTIMIZATION; POWER TRANSMISSION; SOLID OXIDE FUEL CELLS (SOFC); STRUCTURAL OPTIMIZATION; VEHICLES;

ELECTRIC NETWORK ANALYSIS;

EID: 56449102353     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAL.2008.4636250     Document Type: Conference Paper

References (8)

1. C C Chan and Sun Li-qing, "Present status and future trends of Electric Vehicles," Science & Technology Review, vol. 23, 2005, pp. 24-28.
2. Lipman. Timothy E and Delucchi. Mark A, "A retail and lifecycle cost analysis of hybrid electric Vehicle," Transportation Research Part D: Transport and Environment, vol. 11, 2006, pp.115-132.
3. Xie Chang-jun, Quan Shu-hai and Du Chuan-jin, "Research on Energy Management System of Fuel Cell Electric Vehicle," Automotive Engineering, vol.29, 2007, pp.758-760.
4. Kim M, Sohn YJ, Lee WY and Kim CS, "Fuzzy control based engine sizing optimization for a fuel cell/battery hybrid mini-bus," Journal of Power Sources, vol.178, 2008, pp.706-710.
5. Paladini V, Donateo T, de Risi A and Laforgia D, "Control strategy optimization of a fuel-cell electric vehicle," Journal of Fuel Cell science and technology, vol.5, 2008, pp. 12-19.
6. S.N. Huang, K.K. Tan and T.H. Lee, "Neural-network-based predictive learning control of ram velocity in injection molding," IEEE Trans. On Systems, Man and Cybernetics, Part C, Vol.34, 2004, pp. 363-368.
7. Jerald, J. Asokan, P. Saravanan, R. and Rani, A, "Simultaneous scheduling of parts and automated guided vehicles in an FMS environment using adaptive genetic algorithm," Delphin Carolina Source: International Journal of Advanced Manufacturing Technology, vol. 29, 2006, pp.584-589
8. He Bin, Lu Lan-guang, Li Jian-qiu and OuYang Ming-gao, "Simulation Research on Energy Management Strategy of Fuel Cell Hybrid Electric Vehicle," Joural of Highway and Transportation Research and Development, Vol.23, 2006, pp.151-154.