Neural networks and particle swarm optimization based MPPT for small wind power generator

World Academy of Science, Engineering and Technology

Volumn 36, Issue , 2009, Pages 17-23

  Lee, Chun Yao ^a   Shen, Yi Xing ^a   Cheng, Jung Cheng ^a   Li, Yi Yin ^a   Chang, Chih Wen ^a  

^a CHUNG YUAN CHRISTIAN UNIVERSITY   (Taiwan)

Author keywords

Artificial neural network; Maximum power point tracking; Particle swarm optimization

Indexed keywords

LOAD IMPEDANCE; MAXIMUM OUTPUT POWER; MAXIMUM POWER; MAXIMUM POWER POINT TRACKING; OUTPUT POWER; ROTOR SPEED; SHORT DURATIONS; SMALL WIND POWER; WIND GENERATOR SYSTEMS; WIND SPEED;

NEURAL NETWORKS; PARTICLE SWARM OPTIMIZATION (PSO); WIND EFFECTS; WIND POWER; WIND TURBINES;

ROTORS (WINDINGS);

EID: 78651586348     PISSN: 2010376X     EISSN: 20103778     Source Type: Journal    
DOI: None     Document Type: Article

References (5)

1. Hui Li, K. L Shi and P. G. McLaren, "Neuarl-Network-Based Sensorrless Maximum Wind Energy Capture With Compensated Power Coefficient, " IEEE Transaction on Industry Applications. Vol. 41. No.6, November/December 2005.
2. M. Veerachary, T. Senjyu, and K. Uezato, "Neural Network Based Maximum Power Point Tracking of Coupled Inductor Interleaved Boost Converter Supplied PV System using Fuzzy Controller, " IEEE Transactions on Industrial Electronics, Vol. 50, No. 4, pp. 749-758, August 2003.
3. Martin T. Hagan, Howard B. Demuth, Mark H. Beale, "Neural network design, " University of Colorado Bookstore, 2002
4. Clerc, Maurice, " Particle Swarm Optimization, " Paul & Co. Pub Consortium, 2006.
5. J. Kennedy, R. Eberhart, "Particle swarm optimization, " in Proc. of IEEE International Conference on Neural Network, vol. IV, Perth, Australia, pp. 1942-1948, 1995.