Numerical optimization of site selection for offshore wind turbine installation using genetic algorithm

Current Applied Physics

Volumn 10, Issue 2 SUPPL., 2010, Pages

  Lee, Ki Hak ^a,b   Jun, Sang Ook ^b   Pak, Kyung Hyun ^b   Lee, Dong Ho ^b   Lee, Kyeong Woo ^a   Park, Jong Po ^a  

^a Doosan Heavy Industries and Construction Co Ltd   (South Korea)

^b Seoul National University   (South Korea)

Author keywords

Artificial neural network; Bathymetric map; Genetic algorithm; Statistical model; Wind map

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORK MODELS; BATHYMETRIC MAP; ENERGY DENSITY; HIGH RESOLUTION; JEJU ISLAND; MAXIMUM DISTANCE; MESOSCALE; NUMERICAL OPTIMIZATIONS; OFFSHORE WIND FARMS; OFFSHORE WIND TURBINES; OPTIMIZATION PROBLEMS; OPTIMIZATION TECHNIQUES; POTENTIAL SITES; SEA WINDS; SELECTION PROCEDURES; SITE LOCATION; SPATIAL CALIBRATION; STATISTICAL MODEL; STATISTICAL MODELS; WATER DEPTH; WIND RESOURCES;

BATHYMETRY; CALIBRATION; ELECTRIC UTILITIES; GENETIC ALGORITHMS; MAPS; MATHEMATICAL MODELS; OFFSHORE POWER PLANTS; OPTIMIZATION; REGRESSION ANALYSIS; SITE SELECTION; WIND POWER;

NEURAL NETWORKS;

EID: 77949570422     PISSN: 15671739     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cap.2009.11.031     Document Type: Article

References (7)

1. METRI/KMA Wind Waves 2006 DB, Meteorological Research Institute/KMA, 2007.
2. You S.H., Cho J.G., and Seo J.W. "Comparison of KMA operational model RDAPS with QuikSCAT sea surface wind data. J. Korea Soc. Coastal Ocean Eng. 19 5 (2007) 467-475
3. Sathyajith Mathew, Wind Energy, Fundamentals, Resource Analysis and Economics, Springer, Berlin, Heidelberg, 2006, pp. 45-88, ISBN: 10 2-540-30905-5.
4. F-No. 235 Korea South Coast JEJUDO Marine Chart, National Oceanographic Research Institute of Korea (ROKNORI), 2007.
5. World Geodetic System, 1984 (WGS-84) Manual, International Civil Aviation Organization, Doc 9674-AN/946, second ed., 2002.
6. M.T. Hagan, Neural Network Design, PWS Publishing Company, 1996.
7. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, 1999.