Adaptive estimation of wave parameters by Geno-Kalman filtering

Ocean Engineering

Volumn 35, Issue 11-12, 2008, Pages 1245-1251

  Altunkaynak, Abdüsselam ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Adaptive modeling; Genetic algorithms; Kalman filtering prediction; Wave parameters

Indexed keywords

ALGORITHMS; ARCHITECTURAL DESIGN; CONTROL THEORY; DRILLING PLATFORMS; ESTIMATION; FILTRATION; GENETIC ALGORITHMS; KALMAN FILTERS; OCEAN CURRENTS; OCEAN STRUCTURES; OCEANOGRAPHY; OFFSHORE STRUCTURES; PARAMETER ESTIMATION; PRODUCTION PLATFORMS; STRUCTURAL DESIGN; WATER WAVES; WAVE POWER; WAVES; WELL STIMULATION; WIND POWER;

(+ MOD 2N) OPERATION; ACCURATE ESTIMATION; ADAPTIVE ESTIMATIONS; COEFFICIENT OF EFFICIENCY; ELSEVIER (CO); KALMAN FILTERING; MEAN SQUARE (MS); OCEAN WAVE ENERGY; OIL PRODUCTION PLATFORMS; OREGON , USA; PERCEPTRON (THRESHOLD LOGIC GATE); RELATIVE ERROR (RE); WAVE PARAMETERS; WIND SPEED (WS);

WAVE ENERGY CONVERSION;

GENETIC ALGORITHM; KALMAN FILTER; MODELING; OCEAN WAVE; WAVE ENERGY;

LONCHOCARPUS GLAUCIFOLIUS;

EID: 46749112182     PISSN: 00298018     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.oceaneng.2008.03.010     Document Type: Article

References (25)

1. Agrawal J.D., and Deo M.C. On-line wave prediction. Marine Structures 15 (2002) 57-74
2. Altunkaynak A. Significant wave height prediction by using a spatial model. Ocean Engineering 32 8-9 (2005) 924-936
3. Altunkaynak A., and Özger M. Temporal signiicant wave height estimation from wind speed by perceptron Kalman filtering. Ocean Engineering 31 (2004) 1245-1255
4. Altunkaynak A., and Özger M. Spatial significant wave height variation assesment and i{dotless}ts estimation. Journal of Waterway, Port, Coastal, and Ocean Engineering 131 6 (2005) 277-282
5. Balas C.E., Koç L., and Balas L. Predictions of missing wave data by recurrent neuronets. Journal of Waterway, Port, Coastal, and Ocean Engineering 130 5 (2004) 256-265
6. Bishop C.T. Comparison of manual wave prediction models. Journal of Waterway, Port, Coastal, and Ocean Engineering 109 1 (1983) 1-17
7. Bishop C.T., Donelan M.A., and Kahma K.K. Shore protection manual's wave prediction reviewed. Coastal Engineering 17 (1992) 25-48
8. Booij N., Ris R.C., and Holthuijsen L.H. A third-generation wave model for coastal regions. Part 1: model description and validation. Journal of Geophysical Research 104 C4 (1999) 7649-7666
9. Bretschneider C.L. Wave forecasting relations for wave generation. Look Lab, Hawaii 1 3 (1970)
10. Bretschneider C.L. Prediction of waves and currents. Look Lab./Hawaii 3 (1973) 1-17
11. Bretschneider, C.L., Ertekin, R.C., 1990. Estimation of wave power as an energy resource for Hawaii. In: Krock, H.-J. (Ed.), Ocean Energy Recovery, American Society of Civil Engineering, New York, pp. 189-201.
12. Buckles, B.P., Petry, F.E., 1994. An overview of genetic algorithm and their applications. In: Genetic Algorithms, vol. 1-4, IEEE Computer Society Press, Piscatawy, NJ, USA
13. Chen Q., Zhao H., Hu K., and Douglass S.L. Prediction of wind waves in a shallow estuary. Journal of Waterway, Port, Coastal, and Ocean Eng 131 4 (2005) 137-148
14. Deo M.C., Jha A., Chaphekar A.S., and Ravikant K. Neural networks for wave forecasting. Ocean Engineering 28 7 (2001) 889-898
15. Donelan, M.A., 1980. Similarity theory applied to the forecasting of wave heights, periods and directions. In: Proceedings of Canadian Coastal Conference, National Research Council of Canada, pp. 47-61.
16. Donelan M.A., Hamilton J., and Hui W.H. Directional spectra of wind-generated waves. Philosophical Transactions of Royal Society of London A 315 (1985) 509-562
17. Ertekin R.C., and Xu Y.F. Preliminary assessment of the wave-energy resource using observed wave and wind data. Energy-The International Journal 19 7 (1994) 729-738
18. Goda Y. Revisiting Wilson's formulas for simplified wind-wave prediction. Journal of Waterway, Port, Coastal, and Ocean Engineering ASCE 129 2 (2003) 93-95
19. Hasselmann K., Barnett T.P., Bouws E., Carlson H., Cartwright D.E., Enke K., Ewing J.A., Gienapp H., Hasselmann D.E., Kruseman P., Meerburg A., Muller P., Olbers D.J., Richter K., Sell W., and Walden H. Measurements of wind-wave growth and swell decay during the Joint North Sea Wave Project (JONSWAP). Deutsche Hydrographic Zeitschrift A 8 12 (1973)
20. Kalman R.E. A new approach to linear filtering and prediction problems. Transactions of the ASME Series D, Journal of Basic Engineering 82 (1960) 35-45
21. Kazeminezhad M.H., Etemad-Shahidi A., and Mousavi S.J. Application of fuzzy inference system in the prediction of wave parameters. Ocean Engineering 32 14-15 (2005) 1709-1725
22. Ris R.C., Holthuijsen L.H., and Booij N. A third-generation wave model for coastal regions. Part 2: model description and validation. Journal of Geophysical Research 104 C4 (1999) 7649-7666
23. Şen, Z., 2004. Genetik Algoritmalar ve Eniyilieme Yöntemleri (Genetic Algorithms and Optimization Methods), Water Foundation, Istanbul (in Turkish).
24. Şen Z., Altunkaynak A., and Özger M. Sediment concentration and its prediction by perceptron Kalman Filtering procedure. Journal of Hydraulic Engineering 130 8 (2004) 816-826
25. Tsai C.P., Lin C., and Shen J.-N. Neural networks for wave forecasting among multi-stations. Ocean Engineering 29 13 (2002) 1683-1695