Integrating wave energy into the power grid: Simulation and forecasting

Ocean Engineering

Volumn 73, Issue , 2013, Pages 168-178

  Reikard, Gordon ^a  

^a United States Cellular Corp   (United States)

Author keywords

Forecasting; Ocean wave energy; Simulation

Indexed keywords

CONVERGENCE POINTS; DEMAND AND SUPPLY; OCEAN-WAVE ENERGY; OSCILLATING WATER COLUMN; RENEWABLE ENERGIES; SHORT-TERM FORECASTING; SIMULATION; TIME SERIES MODELS;

ELECTRIC POWER DISTRIBUTION; EXPERIMENTS; TIME SERIES; WATER WAVES; WAVE ENERGY CONVERSION;

FORECASTING;

ACCURACY ASSESSMENT; ALTERNATIVE ENERGY; ARTIFICIAL NEURAL NETWORK; ERROR ANALYSIS; FORECASTING METHOD; INTEGRATED APPROACH; RENEWABLE RESOURCE; WAVE GENERATION; WAVE MODELING; WAVE POWER;

PELAMIS;

EID: 84886600375     PISSN: 00298018     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.oceaneng.2013.08.005     Document Type: Article

References (45)

1. Akaike, H., 1973, Information theory and the extension of the maximum likelihood principle. In: Petrov, B.N., and Csaki, F. (Eds.), Second International Symposium on Information Theory, Budapest, Akademiai Kiado, pp. 267-281.
2. T.G. Andersen, T. Bollerslev, P.F. Christofferson, and F.X. Diebold Volatility forecasting C.W.J. Granger, A. Timmerman, G. Elliott, Handbook of Economic Forecasting 2005 Elsevier, North-Holland Amsterdam 774 871
3. R.A. Arinaga, and K.F. Cheung Atlas of global wave energy from 10 years of reanalysis and hindcast data Renewable Energy 39 2012 (49-64)
4. A. Babarit, J. Hals, M.J. Muliawan, A. Kurniawan, T. Moan, and J. Krokstad Numerical benchmarking study of a selection of wave energy converters Renewable Energy 41 2012 44 63
5. J.-R. Bidlot, D.J. Holmes, P.A. Wittmann, R. Lalbeharry, and H.S. Chen Inter-comparison of the performance of operational ocean wave forecasting systems with buoy data Weather Forecasting 17 2002 287 310
6. G.E.P. Box, and G.J. Jenkins Time Series Analysis, Forecasting and Control 1976 Holden-Day San Francisco
7. T.K.A. Brekken, H.T. Ozkan-Haller, and A. Simmons A methodology for large-scale ocean wave power time-series generation IEEE Journal of Oceanic Engineering 37 2012 294 300
8. D.W. Bunn Modelling Prices in Competitive Electricity Markets 2004 Wiley New York
9. M.C. Deo, and S.S. Jagdale Prediction of breaking waves with neural networks Ocean Engineering 30 2003 1163 1178 (Pubitemid 36294708)
10. M.C. Deo, and C.S. Naidu Real time wave forecasting using neural networks Ocean Engineering 26 1998 191 203 (Pubitemid 29033246)
11. M.C. Deo, A. Jha, A.S. Chaphekar, and K. Ravikant Neural networks for wave forecasting Ocean Engineering 28 2001 889 898 (Pubitemid 32329422)
12. T.H. Durrant, F. Woodcock, and D.J.M. Greenslade Consensus forecasts of modeled wave parameters Weather and Forecasting 24 2008 492 503
13. A.A. El-Keib, and X. Ma Advancement of statistical based modeling techniques for short-term load forecasting Electric Power Systems Research 35 1995 51 58
14. M. Esteban, and D. Leary Current developments and future prospects of off shore wind and ocean energy Applied Energy 90 2011 128 136
15. G. Garcia-Medina, H.T. Ozkan-Haller, P. Ruggiero, and J. Oskamp An inner-shelf wave forecasting system for the U.S. Pacific Northwest Weather and Forecasting 28 2013 681 703
16. S. Gaur, and M.C. Deo Real-time wave forecasting using genetic programming Ocean Engineering 35 2008 1166 1172
17. Granger, C.W.J., 2008. Non-Linear Models: Where Do We Go Next - Time Varying Parameter Models? Studies in Nonlinear Dynamics and Econometrics 12: Article 1. http://www.bepress.cxom/snde/vol12/iss3/art1.
18. A.C. Harvey Forecasting Structural Time Series Models and the Kalman Filter 1989 Cambridge University press Cambridge
19. K. Hasselmann, D.B. Ross, P. Müller, and W. Sell A parametric wave prediction model Journal of Physical Oceanography 6 1976 200 228
20. D.E. Hasselmann, M. Dunckel, and J.A. Ewing Directional wave spectra observed during JONSWAP 1973 Journal of Physical Oceanography 10 1980 1264 1280
21. S. Hasselmann, K. Hasselmann, J.H. Allender, and T.P. Barnett Computations and parameterizations of the non-linear energy transfer in a gravity wave spectrum. Part II: Parameterizations of the non-linear energy transfer for application in wave models Journal of Physical Oceanography 15 1985 1378 1391
22. R. Henderson Design, simulation, and testing of a novel hydraulic power take-off system for the Pelamis wave energy converter Renewable Energy 31 2006 271 283
23. P.C. Ho, and J.Z. Yim Wave height forecasting by the transfer function model Ocean Engineering 33 2006 1230 1248 (Pubitemid 43239917)
24. L.H. Holthuijsen Waves in Oceanic and Coastal Waters 2007 Cambridge University Press
25. P. Jain, and M.C. Deo Real-time wave forecasts off the western Indian coast Applied Ocean Research 29 2007 72 79 (Pubitemid 47471467)
26. P.A.E.M. Janssen Quasi-linear theory of wind-wave generation applied to wave forecasting Journal of Physical Oceanography 21 1991 1631 1642
27. P.A.E.M. Janssen Progress in ocean wave forecasting Journal of Computational Physics 227 2007 3572 3594
28. R.E. Kalman A new approach to linear filtering and prediction problems Transactions of the American Society of Mechanical Engineers, Journal of Basic Engineering 83D 1960 35 45
29. S.N. Londhe, and V. Panchang One-day wave forecasts based on artificial neural networks Journal of Atmospheric and Oceanic Technology 23 2006 1593 1603 (Pubitemid 44941214)
30. S. Lovejoy, and D. Schertzer The Weather and Climate: Emergent Laws and Multifractal Cascades 2013 Cambridge University Press Cambridge
31. A. Malmberg, U. Holst, and J. Holst Forecasting near-surface ocean winds with Kalman filter techniques Ocean Engineering 32 2005 273 291 (Pubitemid 40019925)
32. G.A.N. Mbamalu, F. El-Hawary, and M.E. El-Hawary Effects of load modeling on minimum loss, minimum emission, and multiple-objective optimal hydrothermal power flow Electric Power Systems Research. 34 1995 97 108
33. M. O'Connor, T. Lewis, and G. Dalton Techno-economic performance of the Pelamis P1 and Wave Star at different ratings and various locations in Europe Renewable Energy 50 2013 889 900
34. P Pinson, G Reikard, and J.R. Bidlot Probabilistic forecasting of the wave energy flux Applied Energy 93 2012 364 370
35. G. Reikard, P. Pinson, and J.R. Bidlot Forecasting ocean wave energy: the ECMWF wave model and time series methods Ocean Engineering 38 2011 1089 1099
36. C. Retzler Measurements of the slow drift dynamics of a model Pelamis wave energy converter Renewable Energy 31 2006 257 269
37. M.S. Roulston, J. Ellepola, J. von Hardenberg, and L.A. Smith Forecasting wave height probabilities with numerical weather prediction models Ocean Engineering 32 2005 1841 1863 (Pubitemid 40975354)
38. B. Rossi, and A. Inoue Out-of-sample forecast tests robust to the choice of window size Journal of Business and Economic Statistics 30 2012 432 453
39. H.L. Tolman A mosaic approach to wind wave modeling Ocean Modelling 25 2008 35 47
40. C.P. Tsai, C. Lin, and J.N. Shen Neural network for wave forecasting among multi-stations Ocean Engineering 29 2002 1683 1695 (Pubitemid 34724947)
41. C.M. Tseng, C.D. Jan, J.S. Wang, and C.M. Wang Application of artificial neural networks in typhoon surge forecasting Ocean Engineering 34 2007 1757 1768 (Pubitemid 46621710)
42. F. Woodcock, and C. Engel Operational consensus forecasts Weather and Forecasting 20 2005 101 111 (Pubitemid 40335232)
43. F Woodcock, and D.J.M. Greenslade Consensus of numerical forecasts of significant wave heights Weather and Forecasting 22 2006 792 803
44. R. Yemm, D. Pizer, C. Retzler, and R. Henderson Pelamis: experience from concept to connection Philosophical Transactions of the Royal Society 370 2012 365 380
45. Zamani, A.,Solomatine,D.,Azimian,A.,Heemink,A.,2008.Learningfromdatafor wind-waveforecasting.OceanEngineering35,953-962.