Extended fuzzy c-means and genetic algorithms to optimize power flow management in hybrid electric vehicles

IEEE Conference on Control Applications - Proceedings

Volumn 1, Issue , 2003, Pages 115-119

  Ippolito, Lucio ^a   Loia, Vincenzo ^a   Siano, Pierluigi ^a  

^a UNIVERSITY OF SALERNO   (Italy)

Author keywords

Fuzzy c means; Genetic algorithms; Hybrid vehicles; Multi objective optimization; Optimal power flow

Indexed keywords

DATABASE SYSTEMS; ELECTRIC MOTORS; ELECTRIC VEHICLES; FUZZY SETS; OPTIMIZATION;

FUZZY C-MEANS; FUZZY CLUSTERING; POWER FLOW MANAGEMENT;

GENETIC ALGORITHMS;

EID: 0344496158     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. W.C. Morchin, "Energy management in hybrid electric vehicles", in Proceedings of 17th Digital Avionics Systems Conference, vol. 2, pp. 141/1-141/6 1998.
2. S.D. Farrall and R.P. Jones, "Energy management in an automotive electric/heat engine hybrid powertrain using fuzzy decision making", in Proceedings of the International Symposium on intelligent control, pp. 463-468, 1993.
3. M.R. Cuddy and K.B. Wipke, "Analysis of the Fuel Economy Benefit of Drivetrain Hybridization", in Proceedings of SAE International Congress and Exposition, Detroit, Michigan, February, 1997.
4. L. Ippolito, V. Galdi, A. Piccolo, and A. Vaccaro: "Optimisation of Energy Flow Management in Hybrid Electric Vehicles via Genetic Algorithms", in Proceedings of 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 434-439. Como, Italy, July 2001.
5. L. Ippolito, V. Galdi, A. Piccolo and A. Vaccaro: "Multiobjective optimization for fuel economy and emissions of HEV using the goal-attainment method", in Proceedings of 18th International Electric Vehicle Symposium, Berlin, October, 2001.
6. A.K. Jain, R.C. Dubes: Algorithms for Clustering Data, Prentice-Hall, 1988.
7. J.C. Bezdek, "Pattern Recognition with Fuzzy Objective Function Algorithms", New York, Plenum Press, 1981.
8. F.W. Gembicki and Y.Y. Haimes, "Approach to performance and sensitivity multiobjective optimisation: the goal attainment method", IEEE Transaction on Automation and Control, AC-20(8), vol.6, pp. 821-830, 1975.
9. Rajesh N. Dave, "Validation fuzzy partitions obtained through c-shells clustering", Pattern Recognition Letters, vol. 17, pp 613-623, 1996.
10. Gath I., Geva A.B., "Unsupervised optimal fuzzy clustering", IEEE Transaction on Patterns Analysis and Machine Intelligence, Vol. 11(7), 1989.
11. L. Ippolito, V. Galdi, A. Piccolo and A. Vaccaro, "Evaluation of Emissions Influence on Hybrid Electric Vehicles Sizing", in Proceedings of International Conference on Power Electronics, Electrical Drives, Advanced Machines and Power Quality, Ischia, Italy June, 2000.
12. L. Ippolito, V. Galdi, A. Piccolo and A. Vaccaro, "A genetic based methodology for Hybrid Electric Vehicle Sizing", Soft Computing, vol. 5, issue 6, pp. 451-457, 2001.
13. A. Di Nola, V. Loia, A. Staiano, "An Evolutionary Approach to Spatial Fuzzy Means Clustering", Fuzzy Optimization and Decision Making, Kluwer Academic Publisher, vol.1(2), pp.195-219, 2002.