Assessing climate change impacts on the Iberian power system using a coupled water-power model (original) (raw)
Abstract
Climate change is expected to have a negative impact on the power system of the Iberian Peninsula; changes in river runoff are expected to reduce hydropower generation, while higher temperatures are expected to increase summer electricity demand, when water resources are already limited. However, these impacts have not yet been evaluated at the peninsular level. We coupled a hydrological model with a power market model to study three impacts of climate change on the current Iberian power system: changes in hydropower production caused by changes in precipitation and temperature, changes in temporal patterns of electricity demand caused by temperature changes, and changes in irrigation water use caused by temperature and precipitation changes. A stochastic dynamic programming approach was used to develop operating rules for the integrated system given hydrological uncertainty. We found that changes in precipitation will reduce runoff, decrease hydropower production (with accompanying increases in thermal generation), and increase irrigation water use, while higher temperatures will shift power demand from winter to summer months. The combined impact of these effects will generally make it more challenging to balance agricultural, power, and environmental objectives in the operation of Iberian reservoirs, though some impacts could be mitigated by better alignment between temporal patterns of irrigation and power demands.
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References
- Belo-Pereira M, Dutra E, Viterbo P (2011) Evaluation of global precipitation data sets over the Iberian Peninsula. J Geophys Res 116. doi: 10.1029/2010JD015481
- Bright EA, Coleman PR, King AL, Rose AN (2008) LandScan 2007. Oak Ridge National Laboratory, Oak Ridge
Google Scholar - CCSP (2012) Effects of Climate Change on Energy Production and Use in the United States. Department of Energy, Washington
Google Scholar - CEDEX (2012) Anuario de Aforos. Centro de Estudios y Experimentacion de Obras Publicas. http://hercules.cedex.es/general/default.htm. Accessed 1 November 2012
- CNE (2008) Propuesta de Revision de la Tarifa Electrica a partir del 1 de julio de 2008. Comisión Nacional de Energia, Madrid
Google Scholar - DOE (2006) Energy demands on water resources - Report to Congress on the Interdependency of Energy and Water. US Department of Energy
- Doorman G (2009) Hydro Power Scheduling Course EKL15. Department of Electric Power Engineering. NTNU, Trondheim
Google Scholar - Ebinger JO, Vergara W (2011) Climate impacts on energy systems key issues for energy sector adaptation. World Bank, Washington
Book Google Scholar - Forster H, Lilliestam J (2010) Modeling thermoelectric power generation in view of climate change. Reg Environ Chang 10:327–338
Article Google Scholar - Fowler HJ, Blenkinsop S, Tebaldi C (2007) Linking climate change modelling to impact studies: recent advances in downscaling techniques for hydrological modelling. Int J Climatol 27:1547–1578
Article Google Scholar - Giannakopoulos C, Le Sager P, Bindi M, Moriondo M, Kostopoulou E, Goodess CM (2009) Climatic changes and associated impacts in the Mediterranean resulting from a 2° C global warming. Global Planet Chang 68:209–224
Article Google Scholar - Gleick PH, Pacific Institute for Studies in Development E.a.S., and Stockholm Environment Institute (1993) Water and Energy. In: Gleick PH (ed) Water in crisis a guide to the world’s fresh water resources. Oxford Univ Press, New York, pp 67–79
Google Scholar - Golombek R, Kittelsen SAC, Haddeland I (2012) Climate change: impacts on electricity markets in Western Europe. Clim Chang 113:357–370
Article Google Scholar - Haylock MR, Hofstra N, Tank AMGK, Klok EJ, Jones PD, New M (2008) A European daily high-resolution gridded data set of surface temperature and precipitation for 1950–2006. J Geophys Res 113. doi: 10.1029/2008JD010201
- Herrera S, Fita L, Fernandez J, Gutierrez JM (2010) Evaluation of the mean and extreme precipitation regimes from the ENSEMBLES regional climate multimodel simulations over Spain. J Geophys Res 115. doi: 10.1029/2010JD013936
- Herrera S, Gutierrez JM, Ancell R, Pons MR, Frias MD, Fernandez J (2012) Development and analysis of a 50-year high-resolution daily gridded precipitation dataset over Spain (Spain02). Int J Climatol 32:74–85
Article Google Scholar - Hock R (2003) Temperature index melt modelling in mountain areas. J Hydrol 282:104–115
Article Google Scholar - Hoffman AR (2004) The Connection: Water and Energy Security. Institute for the Analysis of Global Security. www.iags.org/n0813043.htm. Accessed 1 November 2012
- IDAE (2005) Plan de Energia Renovable en España 2005–2010. Ministerio de Industria, Turismo y Comercio, Madrid
Google Scholar - Isaac M, van Vuuren DP (2009) Modeling global residential sector energy demand for heating and air conditioning in the context of climate change. Energy Pol 37:507–521
Article Google Scholar - Jacob D, Van den Hurk BJJM, Andrae U, Elgered G, Fortelius C, Graham LP, Jackson SD, Karstens U, Kopken C, Lindau R, Podzun R, Rockel B, Rubel F, Sass BH, Smith RNB, Yang X (2001) A comprehensive model inter-comparison study investigating the water budget during the BALTEX-PIDCAP period. Meteorol Atmos Phys 77:19–43
Article Google Scholar - Jaeger EB, Anders I, Luthi D, Rockel B, Schar C, Seneviratne SI (2008) Analysis of ERA40-driven CLM simulations for Europe. Meteorol Z 17:349–367
Article Google Scholar - Koch H, Vogele S (2009) Dynamic modelling of water demand, water availability and adaptation strategies for power plants to global change. Ecol Econ 68:2031–2039
Article Google Scholar - Lehner B, Czisch G, Vassolo S (2005) The impact of global change on the hydropower potential of Europe: a model-based analysis. Energy Pol 33:839–855
Article Google Scholar - Lopez-Moreno JI, Goyette S, Beniston M (2009) Impact of climate change on snowpack in the Pyrenees: horizontal spatial variability and vertical gradients. J Hydrol 374:384–396
Article Google Scholar - Madani K, Lund JR (2009) Modeling California’s high-elevation hydropower systems in energy units. Water Resour Res 45
- Madsen H (2000) Automatic calibration of a conceptual rainfall-runoff model using multiple objectives. J Hydrol 235:276–288
Article Google Scholar - Mideksa TK, Kallbekken S (2010) The impact of climate change on the electricity market: a review. Energy Pol 38:3579–3585
Article Google Scholar - MMA (2007) El Agua en la Economia Española: Situación y Perspectivas. Ministerio del Medio Ambiente, Madrid
Google Scholar - Nielsen SA, Hansen E (1973) Numerical simulation of the rainfall-runoff process on a daily basis. Nord Hydrol 4:171–190
Google Scholar - Olsson G (2012) Water and Energy. IWA Publishing, London
Google Scholar - OMIE (2012) Resultados del Mercado. Operador del Mercado Iberico de Electricidad - Polo Espanol. http://www.omie.es/files/flash/ResultadosMercado.swf. Accessed 1 November 2012
- Oudin L, Hervieu F, Michel C, Perrin C, Andreassian V, Anctil F, Loumagne C (2005) Which potential evapotranspiration input for a lumped rainfall-runoff model? Part 2 - Towards a simple and efficient potential evapotranspiration model for rainfall-runoff modelling. J Hydrol 303:290–306
Article Google Scholar - Pereira MVF, Pinto LMVG (1991) Multistage stochastic optimization applied to energy planning. Math Program 52:359–375
Article Google Scholar - REE (2012) El Sistema Electrico Español 2011. Madrid
- REN (2012) Caracterizacao da Rede Nacional de Transporte. Rede Electrica Nacional, Lisboa
Google Scholar - Rubbelke D, Vogele S (2013) Short-term distributional consequences of climate change impacts on the power sector: who gains and who loses? Clim Chang 116:191–206
Article Google Scholar - Schaefli B, Hingray B, Musy A (2007) Climate change and hydropower production in the swiss alps: quantification of potential impacts and related modelling uncertainties. Hydrol Earth Syst Sc 11:1191–1205
Article Google Scholar - Seljom P, Rosenberg E, Fidje A, Haugen JE, Meir M, Rekstad J, Jarlset T (2011) Modelling the effects of climate change on the energy system-a case study of Norway. Energy Pol 39:7310–7321
Article Google Scholar - SINTEF (2011) Climate Change 2020–2050: Consequences for the NordPool electricity market. Trondheim, Norway
Google Scholar - SNIRH (2012) Redes de Monitorizacao. Sistema Nacional de Informacao de Recursos Hidricos. www.snirh.pt/index.php. Accessed 1 November 2012
- Stage S, Larsson Y (1961) Incremental cost of water power. T Am Inst Electr Eng 80:361–364
Google Scholar - Valor E, Meneu V, Caselles V (2001) Daily air temperature and electricity load in Spain. J Appl Meteorol 40:1413–1421
Article Google Scholar - van der Linden P, Mitchell JFB (2012) Climate Change and its Impacts: Summary of research and results from the ENSEMBLES project. Met Office Hadley Centre, FitzRoy Road, Exeter EX1 3 PB, UK
- van Meijgaard E, van Ulft L, van de Berg W, Bosveld F, van den Hurk B, Lenderink G, Siebesma A (2008) The KNMI regional atmospheric climate model RACMO, version 2.1, Tech. Rep. 302. R. Neth. Meteorol. Inst., De Bilt. Netherlands
- van Vliet MTH, Yearsley JR, Ludwig F, Vogele S, Lettenmaier DP, Kabat P (2012) Vulnerability of US and European electricity supply to climate change. Nat Clim Chang 2:676–681
Google Scholar - Vicuna S, Leonardson R, Hanemann MW, Dale LL, Dracup JA (2008) Climate change impacts on high elevation hydropower generation in California’s sierra Nevada: a case study in the upper american river. Clim Chang 87:S123–S137
Article Google Scholar - Wolfgang O, Haugstad A, Mo B, Gjelsvik A, Wangensteen I, Doorman G (2009) Hydro reservoir handling in Norway before and after deregulation. Energy 34:1642–1651
Article Google Scholar - Wriedt G, Van der Velde M, Aloe A, Bouraoui F (2009) Estimating irrigation water requirements in Europe. J Hydrol 373:527–544
Article Google Scholar
Acknowledgments
The authors thank the Portuguese Meteorological Institute (IM) for the PT02 gridded precipitation dataset used in this work; the Spanish Met Agency (AEMET) and Universidad the Cantabria for the data provided for this work (Spain02 gridded precipitation dataset). The ENSEMBLES data used in this work was funded by the EU FP6 Integrated Project ENSEMBLES (Contract number 505539) whose support is gratefully acknowledged. We acknowledge the E-OBS dataset from the EU-FP6 project ENSEMBLES (http://ensembles-eu.metoffice.com) and the data providers in the ECA&D project (http://eca.knmi.nl). We thank M.A. Sunyer for her help with downscaling of the climate change data; and J. Galvan, J.A. Álvarez-González, G. Perez-Dolset and I. Carrasco-Sánchez, from Confederación Hidrográfica del Ebro, for the data they provided.
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Authors and Affiliations
- Department of Environmental Engineering, DTU, Kongens Lyngby, Denmark
Silvio J. Pereira-Cardenal, Karsten Arnbjerg-Nielsen & Peter Bauer-Gottwein - DHI, Hørsholm, Denmark
Henrik Madsen, Niels Riegels & Roar Jensen - SINTEF Energy Research, Trondheim, Norway
Birger Mo - NTNU, Department of Electric Power Engineering, Trondheim, Norway
Ivar Wangensteen
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- Silvio J. Pereira-Cardenal
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Correspondence toSilvio J. Pereira-Cardenal.
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Pereira-Cardenal, S.J., Madsen, H., Arnbjerg-Nielsen, K. et al. Assessing climate change impacts on the Iberian power system using a coupled water-power model.Climatic Change 126, 351–364 (2014). https://doi.org/10.1007/s10584-014-1221-1
- Received: 28 January 2013
- Accepted: 04 August 2014
- Published: 09 August 2014
- Issue Date: October 2014
- DOI: https://doi.org/10.1007/s10584-014-1221-1