The impact of sea surface currents in wave power potential modeling

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• 作者：George Zodiatis ; George Galanis ; George Kallos ; Andreas Nikolaidis…
• 关键词：Wave modeling ; Wave energy ; Sea surface currents ; Numerical meteo ; ocean modeling
• 刊名：Ocean Dynamics
• 出版年：2015
• 出版时间：November 2015
• 年：2015
• 卷：65
• 期：11
• 页码：1547-1565
• 全文大小：11,093 KB
• 参考文献：Ardhuin F, Bertotti L, Bidlot J, Cavaleri L, Filipetto V, Lefevre J, Wittmann P (2007) Comparison of wind and wave measurements and models in the Western Mediterranean Sea. Ocean Eng 34(3–4):526–541CrossRef
  Akpınar A, Kömürcü M (2013) Assessment of wave energy resource of the Black Sea based on 15-year numerical hindcast data. Appl Energy 101:502–512CrossRef
  Arinaga R, Cheung KF (2012) Atlas of global wave energy from 10 years of reanalysis and hindcast data. Renew Energy 39:49–64CrossRef
  Astitha M, Kallos G, Mihalopoulos N (2005) Analysis of air quality observations with the aid of the source-receptor relationship approach. J Air Waste Manag Assoc 55:523–535CrossRef
  Aoun NS, Harajli HA, Queffeulou P (2013) Preliminary appraisal of wave power prospects in Lebanon. Renew Energy 53:165–173CrossRef
  Balis D et al (2006) Optical characteristics of desert dust over the East Mediterranean during summer: a case study. Ann Geophys 24:807–821CrossRef
  Barbariol F, Benetazzo A, Carniel S, Sclavo M (2013) Improving the assessment of wave energy resources by means of coupled wave-ocean numerical modeling. Renew Energy 60:462–471CrossRef
  Belibassakis K, Athanassoulis G (2014) Gerostathis, directional wave spectrum transformation in the presence of strong depth and current inhomogeneities by means of coupled-mode model. Ocean Eng 87:84–96CrossRef
  Bidlot J, Janssen P, Abdalla S, Hersbach H (2007) A revised formulation of ocean wave dissipation and its model impact. ECMWF Tech. Memo. 509. ECMWF, Reading, United Kingdom, 27pp. available online at: http://​www.​ecmwf.​int/​publications/​
  Bidlot JR (2012) Present status of wave forecasting at ECMWF. Proceedings from the ECMWF Workshop on Ocean Waves, 25–27 June 2012. ECMWF, Reading, United Kingdom
  Bidlot JR (2015) Intercomparison of operational wave forecasting systems against buoys: data from ECMWF, MetOffice, FNMOC, MSC, NCEP, MeteoFrance, DWD, BoM, SHOM, JMA, KMA, Puerto del Estado, DMI, CNR-AM, METNO, SHN-SM January 2014 to December 2014 European Centre for Medium-range Weather Forecasts
  Bolaños-Sanchez R, Sanchez-Arcilla A, Cateura J (2007) Evaluation of two atmospheric models for wind–wave modelling in the NW Mediterranean. J Mar Syst 65(1–4):336–353CrossRef
  Blumberg AF, Mellor GL (1987) A description of a three-dimensional coastal ocean circulation model. Three-Dimensional Coastal Ocean Models, edited by N. Heaps, 208 pp., American Geophysical Union
  Brito-Melo A, Huckerby J (Eds.) (2010) Annual report 2010: implementing agreement on ocean energy systems. OES-IA
  Brown JM, Davies AG (2009) Methods for medium-term prediction of the net sediment transport by waves and currents in complex coastal regions. Cont Shelf Res 29:1502–1514CrossRef
  Chelton DB, Ries JC, Haines BJ, Fu LL, Callahan PS (2001) Satellite altimetry, satellite altimetry and Earth sciences, L.L. Fu and A. Cazenave Ed., Academic Press
  Chiu F, Huang W, Tiao W (2013) The spatial and temporal characteristics of the wave energy resources around Taiwan. Renew Energy 52:218–221CrossRef
  Correia P, Lozano S, Chavez R, Loureiro Y, Cantero E, Benito P, Sanz Rodrigo J (2013) Wind Characterization at the Alaiz – Las Balsas experimental wind farm using high-resolution simulations with mesoscale models. Development of a “low cost” methodology that address promoters needs. EWEA-13 proceedings, Vienna, February 2013
  Defne Z, Haas K, Fritz H (2009) Wave energy potential along the Atlantic coast of the southeastern USA. Renew Energy 34:2197–2205CrossRef
  Dobricic S, Pinardi N (2008) An oceanographic three-dimensional variational data assimilation scheme. Ocean Model 22:89–105CrossRef
  Dykes JD, Wang DW, Book JW (2009) An evaluation of a high-resolution operational wave forecasting system in the Adriatic Sea. J Mar Syst 78(suppl 1):S255–S271CrossRef
  Emmanouil G, Galanis G, Kallos G (2012) Combination of statistical Kalman filters and data assimilation for improving ocean waves analysis and forecasting. Ocean Model 59–60:11–23CrossRef
  Falnes J (2007) A review of wave-energy extraction. Mar Struct 20:185–201CrossRef
  Galanis G, Emmanouil G, Kallos G, Chu PC (2009) A new methodology for the extension of the impact in sea wave assimilation systems. Ocean Dyn 59(3):523–535CrossRef
  Galanis G, Chu PC, Kallos G (2011) Statistical post processes for the improvement of the results of numerical wave prediction models. A combination of Kolmogorov-Zurbenko and Kalman filters. J Oper Oceanogr 4(1):23–31
  Gonçalves M, Martinho P, Soares CG (2014) Wave energy conditions in the western French coast. Renew Energy 62:155–163CrossRef
  Gunn K, Stock-Williams C (2012) Quantifying the global wave power resource. Renew Energy 44:296–304CrossRef
  Hashemi MR, Neill (2014) The role of tides in shelf-scale simulations of the wave energy Resource. Renew Energy 69:300–310CrossRef
  Haus BK (2007) Surface current effects on the fetch limited growth of wave energy. J Geophys Res 112(CO3003):15
  Hemer M, Griffin D (2010) The wave energy resource along Australia’s southern margin. J Renew Sustain Energy 2:15. doi:10.​1063/​1.​3464753 CrossRef
  Hedges TS (1987) Combinations of waves and currents: an introduction. Proc Inst Civ Eng 82(Part I):567–585CrossRef
  Huang NE, Chen DT, Tung CC, Smith JR (1972) Interactions between steady non-uniform currents and gravity waves with applications for current measurements. J Phys Ocenogr 2:420–431CrossRef
  Henfridsson U, Neimane V, Strand K, Kapper R, Bernhoff H, Danielsson O, Leijon M, Sundberg J, Thorburn K, Ericsson K, Bergman K (2007) Wave energy potential in the Baltic Sea and the Danish Part of the North Sea, with reflections on the Skagerrak. Renew Energy 32:2069–2084CrossRef
  Hughes M, Heap A (2010) National-scale wave energy resource assessment for Australia. Renew Energy 35(8):1783–1791CrossRef
  Iglesias G, Carballo R (2009) Wave energy resource along the Death Coat (Spain). Renew Energy 34:1963–1975CrossRef
  Iglesias G, Lopez M, Carballo R, Castro A, Fraguela JA, Frigaard P (2009) Wave energy potential in Galicia (NW Spain). Renew Energy 34:2323–2333CrossRef
  Iglesias G, Carballo R (2010) Wave energy resource in the Estaca de Bares area (Spain). Renew Energy 35:1574–1584CrossRef
  Irigoyen U, Cantero E, Correia P, Frías L, Loureiro Y, Lozano S, Pascal E, Sanz Rodrigo J (2011) Navarre virtual wind series: physical mesoscale downscaling wind WAsP. Methodology and validation. EWEC-11 European Wind Energy Conference, Brussels, Belgium, March 2011
  Janeiro J, Martins F, Relvas P (2012) Towards the development of an operational tool for oil spills management in the algarve coast. J Coast Conserv 16(4):449–460CrossRef
  Janssen P (2000) ECMWF wave modeling and satellite altimeter wave data. In D. Halpern (Ed.), Satellites, Oceanogr Soc, pp. 35–36, Elsevier
  Janssen P (2004) The interaction of ocean waves and wind. University Press, Cambridge, 300pp CrossRef
  Jonsson IG (1990) Wave–current interactions. In: Le Mehaute B, Hanes DM (eds) The sea, chap 3, vol 9, part A. Wiley, New York
  JoãoTeles M, Pires-Silva AA, Benoit M (2013) Numerical modelling of wave current interactions at a local scale. Ocean Model
  Kallos G (1997) The regional weather forecasting system SKIRON. Proceedings, Symposium on Regional Weather Prediction on Parallel Computer Environments, 15–17 October 1997, Athens, Greece, 9 pp
  Kallos G, Papadopoulos A, Katsafados P, Nickovic S (2005) Trans-Atlantic Saharan dust transport: Model simulation and results. J Geophys Res (111)
  Komen G, Cavaleri L, Donelan M, Hasselmann K, Hasselmann S, Janssen P (1994) Dynamics and modelling of ocean waves. Cambridge University Press
  Korres G, Lascaratos A, Hatziapostolou E, Katsafados P (2002) Towards an ocean forecasting system for the Aegean sea. Glob Atmos Ocean Syst 8(2–3):191–218CrossRef
  Lenee-Bluhm P, Paasch R, Özkan-Haller T (2011) Characterizing the wave energy resource of the US Pacific Northwest. Renew Energy 36(8):2106–2119CrossRef
  Louka P, Galanis G, Siebert N, Kariniotakis G, Katsafados P, Pytharoulis I, Kallos G (2008) Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering. J Wind Eng Ind Aerodyn 96:2348–2362CrossRef
  Magnusson L, Thorpe A, Bonavita M, Lang S, McNally T, Wedi N (2013) Evaluation of forecasts for hurricane Sandy, Technical Memorandum, No. 699, ECMWF
  Mellor GL (2003) Users guide for a three-dimensional, primitive equation, numerical ocean model. POM
  Mellor GL, Yamada T (1982) Development of a turbulent closure model for geophysical fluid problems. Rev Geophys 20:851–875CrossRef
  Mellor GL (2008) The depth-dependent current and wave interaction equations: a revision. J Phys Oceanogr 38:2587–2596CrossRef
  Milena M, Poulain P-M, Zodiatis G, Gertman I (2012) On the surface circulation of the Levantine sub-basin derived from Lagrangian drifters and satellite altimetry data. Deep-Sea Res I 65:46–58CrossRef
  Morim J, Cartwright N, Etemad-Shahidi A, Strauss D, Hemer M (2014) A review of wave energy estimates for nearshore shelf waters off Australia. Int J Mar Energy 7:57–70CrossRef
  Nickovic S, Kallos G, Papadopoulos A, Kakaliagou O (2001) A model for prediction of desert dust cycle in the atmosphere. J Geophys Res 106(D16):18113–18129CrossRef
  Papadopoulos A, Katsafados P, Kallos G (2001) Regional weather forecasting for marine application. Global Atmos Ocean Syst 8(2–3):219–237
  Papadopoulos A, Katsafados P (2009) Verification of operational weather forecasts from the POSEIDON system across the Eastern Mediterranean. Nat Hazards Earth Syst Sci 9:1299–1306CrossRef
  Peregrine D (1976) Interaction of water waves and currents. Adv Appl Mech 16:9–117CrossRef
  Pinardi N, Allen I, De Mey P, Korres G, Lascaratos A, Le Traon PY, Maillard C, Manzella G, Tziavos C (2003) The Mediterranean ocean forecasting system: first phase of implementation (1998–2001). Ann Geophys 21(1):3–20CrossRef
  Pinardi N, Zavatarelli M, Adani M, Coppini G, Fratianni C, Oddo P, Simoncelli S, Tonani M, Lyubartsev V, Dobricic S, Bonaduce A (2015) Mediterranean Sea large-scale low-frequency ocean variability and water mass formation rates from 1987 to 2007: a retrospective analysis. Prog Oceanogr 132:318–332CrossRef
  Pontes MT (1998) Assessing the European wave energy resource. Trans Am Meteorol Soc 120:226–231
  Radhakrishnan H, Moulitsas I, Hayes D, Zodiatis G, Georgiou G (2012) On improving the operational performance of the Cyprus Coastal Ocean Forecasting System. Geophys Res Abstr 14, EGU2012-13144-1
  Radhakrishnan H, Moulitsas I, Hayes D, Zodiatis G, Georgiou G (2011) Development of a parallel code for the Cyprus Coastal Ocean Forecasting System, the future of operational oceanography 2011, Hamburg, Germany
  Rusu CL, Soares G (2011) Modelling the wave–current interactions in an offshore basin using the SWAN model. Ocean Eng 38:63–76CrossRef
  Rusu L, Soares G (2012) Wave energy assessments in the Azores islands. Renew Energy 45:183–196CrossRef
  Saruwatari A, Ingram D, Cradden L (2013) Wave–current interaction effects on marine energy converters. Ocean Eng 73:106–118CrossRef
  Soares CG, de Pablo H (2006) Experimental study of the transformation of wave spectra by a uniform current. Ocean Eng 33:293–310CrossRef
  Siegel S (1956) Non-parametric statistics for the behavioral sciences. McGraw, New York
  Spyrou C, Mitsakou C, Kallos G, Louka P, Vlastou G (2010) An improved limited area model for describing the dust cycle in the atmosphere. J Geophys Res: Atmos 115 (D17)
  Stathopoulos C, Kaperoni A, Galanis G, Kallos G (2013) Wind power prediction based on numerical and statistical models. J Wind Energy Ind Aerodyn 112:25–38CrossRef
  Stopa J, Cheung K, Chen YL (2011) Assessment of wave energy resources in Hawaii. Renew Energy 36(2):554–567CrossRef
  Tonani M, Pinardi N, Adani N, Bonazzi A, Coppini G, De Dominicis M, Dobricic S, Drudi M, Fabbroni N, Fratianni C, Grandi A, Lyubartsev S, Oddo P, Pettenuzzo D, Pistoia J and Pujol I (2008) The Mediterranean Ocean forecasting system, coastal to global operational oceanography: achievements and challenges. Proceedings of the Fifth International Conference on EuroGOOS 20–22 May 2008, Exeter, UK
  Varinou M, Kallos G, Kotroni V, Lagouvardos K (2000) The influence of the lateral boundaries and background concentrations on limited area photochemical model simulations. Int J Environ Pollut 14:354–363CrossRef
  Vicinanza D, Contestabile P, Ferrante V (2013) Wave energy potential in the north-west of Sardinia (Italy). Renew Energy 50:506–521CrossRef
  van Nieuwkoop JCC, Smith HCM, Smith GH, Johanning L (2013) Wave resource assessment along the Cornish coast (UK) from a 23-year hindcast dataset validated against buoy measurements. Renew Energy 58:1–14CrossRef
  WAMDIG, The WAM-Development and Implementation Group, Hasselmann S, Hasselmann K, Bauer E, Bertotti L, Cardone CV, Ewing JA, Greenwood JA, Guillaume A, Janssen P, Komen G, Lionello P, Reistad M, Zambresky L (1988) The WAM model—a third generation ocean wave prediction model. J Phys Oceanogr 18(12):1775–1810CrossRef
  Whitman GB (1974) Linear and non-linear waves. Wiley, New York, 636 p
  Wilcoxon F (1945) Individual comparisons by ranking methods. Biom Bull 1(6):80–83CrossRef
  Zodiatis G, Lardner R, Georgiou G, Demirov E, Manzella G, Pinardi N (2003) An operational European global ocean observing system for the eastern Mediterranean Levantine basin: the Cyprus coastal ocean forecasting and observing system. Mar Technol Soc J 37(3):115–123CrossRef
  Zodiatis G, Hayes D. R, Lardner R, Georgiou G. (2008) Sub-regional forecasting and observing system in the Eastern Mediterranean Levantine Basin: the Cyprus Coastal Ocean Forecasting and Observing System (CYCOFOS), CIESM Monographs no. 34 (F. Briand Editor), ISSN 1726–5886, 101–106
  Zodiatis G, Galanis G, Nikolaidis A, Kalogeri C, Hayes D, Georgiou G, Chu PC, Kallos G (2014) Wave energy potential in the Eastern Mediterranean Levantine Basin. An integrated 10-year study renewable energy. Renew Energy 69:311–323CrossRef
  
• 作者单位：George Zodiatis (1)
  George Galanis (2)
  George Kallos (3)
  Andreas Nikolaidis (1)
  Christina Kalogeri (3)
  Aristotelis Liakatas (2)
  Stavros Stylianou (1)
  
  1. Oceanography Centre, University of Cyprus, Nicosia, 1678, Cyprus
  2. Mathematical Modeling Group, Section of Mathematics, Hellenic Naval Academy, 185 39, Hatzikiriakion, Piraeus, Greece
  3. Department of Physics, Atmospheric Modeling and Weather Forecasting Group, University of Athens, University Campus, Bldg. PHYS-V, 157 84, Athens, Greece
  
• 刊物类别：Earth and Environmental Science
• 刊物主题：Earth sciences
  Oceanography
  Geophysics and Geodesy
  Meteorology and Climatology
  Fluids
  Structural Foundations and Hydraulic Engineering
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1616-7228

文摘

The impact of sea surface currents to the estimation and modeling of wave energy potential over an area of increased economic interest, the Eastern Mediterranean Sea, is investigated in this work. High-resolution atmospheric, wave, and circulation models, the latter downscaled from the regional Mediterranean Forecasting System (MFS) of the Copernicus marine service (former MyOcean regional MFS system), are utilized towards this goal. The modeled data are analyzed by means of a variety of statistical tools measuring the potential changes not only in the main wave characteristics, but also in the general distribution of the wave energy and the wave parameters that mainly affect it, when using sea surface currents as a forcing to the wave models. The obtained results prove that the impact of the sea surface currents is quite significant in wave energy-related modeling, as well as temporally and spatially dependent. These facts are revealing the necessity of the utilization of the sea surface currents characteristics in renewable energy studies in conjunction with their meteo-ocean forecasting counterparts.