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Optimal wind power deployment in Europe-A portfolio approach
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- de-Llano Paz, Fernando & Antelo, Susana Iglesias & Calvo Silvosa, Anxo & Soares, Isabel, 2014. "The technological and environmental efficiency of the EU-27 power mix: An evaluation based on MPT," Energy, Elsevier, vol. 69(C), pages 67-81.
- Pérez Odeh, Rodrigo & Watts, David & Negrete-Pincetic, Matías, 2018. "Portfolio applications in electricity markets review: Private investor and manager perspective trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 192-204.
- M, Jisma & Mohan, Vivek & Thomas, Mini Shaji & Madhu M, Nimal, 2022. "Risk-Calibrated conventional-renewable generation mix using master-slave portfolio approach guided by flexible investor preferencing," Energy, Elsevier, vol. 245(C).
- Johansson, Bengt, 2013. "Security aspects of future renewable energy systems–A short overview," Energy, Elsevier, vol. 61(C), pages 598-605.
- Tapia Carpio, Lucio Guido, 2021. "Mitigating the risk of photovoltaic power generation: A complementarity model of solar irradiation in diverse regions applied to Brazil," Utilities Policy, Elsevier, vol. 71(C).
- van der Wiel, K. & Stoop, L.P. & van Zuijlen, B.R.H. & Blackport, R. & van den Broek, M.A. & Selten, F.M., 2019. "Meteorological conditions leading to extreme low variable renewable energy production and extreme high energy shortfall," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 261-275.
- Figueiredo, Nuno Carvalho & Silva, Patrícia Pereira da & Bunn, Derek, 2016. "Weather and market specificities in the regional transmission of renewable energy price effects," Energy, Elsevier, vol. 114(C), pages 188-200.
- Vithayasrichareon, Peerapat & MacGill, Iain F., 2013. "Assessing the value of wind generation in future carbon constrained electricity industries," Energy Policy, Elsevier, vol. 53(C), pages 400-412.
- Malte Hübner & Christoph M. Schmidt & Benjamin Weigert, 2012.
"Energiepolitik: Erfolgreiche Energiewende nur im europäischen Kontext,"
Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 13(4), pages 286-307, November.
- Hübner, Malte & Schmidt, Christoph M. & Weigert, Benjamin, 2012. "Energiepolitik: Erfolgreiche Energiewende nur im europäischen Kontext," Working Papers 03/2012, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
- Paulino Martinez-Fernandez & Fernando deLlano-Paz & Anxo Calvo-Silvosa & Isabel Soares, 2019. "Assessing Renewable Energy Sources for Electricity (RES-E) Potential Using a CAPM-Analogous Multi-Stage Model," Energies, MDPI, vol. 12(19), pages 1-20, September.
- Roberto Felipe Andrade Menezes & Guilherme Delgado Soriano & Ronaldo Ribeiro Barbosa de Aquino, 2021. "Locational Marginal Pricing and Daily Operation Scheduling of a Hydro-Thermal-Wind-Photovoltaic Power System Using BESS to Reduce Wind Power Curtailment," Energies, MDPI, vol. 14(5), pages 1-22, March.
- Cuervo, Felipe Isaza & Botero, Sergio Botero, 2016. "Wind power reliability valuation in a Hydro-Dominated power market: The Colombian case," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1359-1372.
- Odeh, Rodrigo Pérez & Watts, David, 2019. "Impacts of wind and solar spatial diversification on its market value: A case study of the Chilean electricity market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 442-461.
- Shakouri, Mahmoud & Lee, Hyun Woo & Kim, Yong-Woo, 2017. "A probabilistic portfolio-based model for financial valuation of community solar," Applied Energy, Elsevier, vol. 191(C), pages 709-726.
- Bamooeifard, Alireza, 2020. "Future studies in Iran development plans for wind power, a system dynamics modeling approach," Renewable Energy, Elsevier, vol. 162(C), pages 1054-1064.
- Engeland, Kolbjørn & Borga, Marco & Creutin, Jean-Dominique & François, Baptiste & Ramos, Maria-Helena & Vidal, Jean-Philippe, 2017. "Space-time variability of climate variables and intermittent renewable electricity production – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 600-617.
- Sinsel, Simon R. & Yan, Xuqian & Stephan, Annegret, 2019. "Building resilient renewable power generation portfolios: The impact of diversification on investors’ risk and return," Applied Energy, Elsevier, vol. 254(C).
- Allan, Grant & Eromenko, Igor & McGregor, Peter & Swales, Kim, 2011. "The regional electricity generation mix in Scotland: A portfolio selection approach incorporating marine technologies," Energy Policy, Elsevier, vol. 39(1), pages 6-22, January.
- Frank A. Wolak, 2016. "Level versus Variability Trade-offs in Wind and Solar Generation Investments: The Case of California," The Energy Journal, International Association for Energy Economics, vol. 0(Bollino-M).
- Madlener, Reinhard & Glensk, Barbara & Weber, Veronika, 2011. "Fuzzy Portfolio Optimization of Onshore Wind Power Plants," FCN Working Papers 10/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Jul 2014.
- Aina Maimó-Far & Alexis Tantet & Víctor Homar & Philippe Drobinski, 2020. "Predictable and Unpredictable Climate Variability Impacts on Optimal Renewable Energy Mixes: The Example of Spain," Energies, MDPI, vol. 13(19), pages 1-25, October.
- Mads Raunbak & Timo Zeyer & Kun Zhu & Martin Greiner, 2017. "Principal Mismatch Patterns Across a Simplified Highly Renewable European Electricity Network," Energies, MDPI, vol. 10(12), pages 1-13, November.
- Alexis Tantet & Philippe Drobinski, 2021. "A Minimal System Cost Minimization Model for Variable Renewable Energy Integration: Application to France and Comparison to Mean-Variance Analysis," Post-Print hal-03350191, HAL.
- David Juárez-Luna, 2021.
"Power generation portfolios: A parametric formulation of the efficient frontier,"
Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 16(1), pages 1-29, Enero - M.
- Juárez-Luna, David, 2019. "Power generation portfolios: A parametric formulation of the efficient frontier," MPRA Paper 94814, University Library of Munich, Germany.
- Frank A. Wolak, 2016. "Level versus Variability Trade-offs in Wind and Solar Generation Investments: The Case of California," NBER Working Papers 22494, National Bureau of Economic Research, Inc.
- deLlano-Paz, Fernando & Calvo-Silvosa, Anxo & Iglesias Antelo, Susana & Soares, Isabel, 2015. "The European low-carbon mix for 2030: The role of renewable energy sources in an environmentally and socially efficient approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 49-61.
- Li, X. & Hubacek, K. & Siu, Y.L., 2012. "Wind power in China – Dream or reality?," Energy, Elsevier, vol. 37(1), pages 51-60.
- Suomalainen, Kiti & Pritchard, Geoffrey & Sharp, Basil & Yuan, Ziqi & Zakeri, Golbon, 2015. "Correlation analysis on wind and hydro resources with electricity demand and prices in New Zealand," Applied Energy, Elsevier, vol. 137(C), pages 445-462.
- Lynch & John Curtis, 2016.
"The effects of wind generation capacity on electricity prices and generation costs: a Monte Carlo analysis,"
Applied Economics, Taylor & Francis Journals, vol. 48(2), pages 133-151, January.
- Lynch, Muireann & Curtis, John, 2014. "The Effects of Wind Generation Capacity on Electricity Prices and Generation Costs: a Monte Carlo Analysis," Papers WP494, Economic and Social Research Institute (ESRI).
- Arjun Mahalingam & David M. Reiner, 2016.
"Energy Subsidies at Times of Economic Crisis: A Comparative Study and Scenario Analysis of Italy and Spain,"
Working Papers
EPRG 1603, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
- Arjun Mahalingam & David Reiner, 2016. "Energy subsidies at times of economic crisis: A comparative study and scenario analysis of Italy and Spain," Cambridge Working Papers in Economics 1608, Faculty of Economics, University of Cambridge.
- Pinheiro Neto, Daywes & Domingues, Elder Geraldo & Coimbra, António Paulo & de Almeida, Aníbal Traça & Alves, Aylton José & Calixto, Wesley Pacheco, 2017. "Portfolio optimization of renewable energy assets: Hydro, wind, and photovoltaic energy in the regulated market in Brazil," Energy Economics, Elsevier, vol. 64(C), pages 238-250.
- Green, Richard & Vasilakos, Nicholas, 2011.
"The economics of offshore wind,"
Energy Policy, Elsevier, vol. 39(2), pages 496-502, February.
- Richard Green & Nicholas Vasilakos, 2010. "The Economics of Offshire Wind," Discussion Papers 10-20, Department of Economics, University of Birmingham.
- Frondel, Manuel & Schmidt, Christoph M. & aus dem Moore, Nils, 2012. "Marktwirtschaftliche Energiewende: Ein Wettbewerbsrahmen für die Stromversorgung mit alternativen Technologien. Ein Projekt im Auftrag der Initiative Neue Soziale Marktwirtschaft," RWI Projektberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, number 69954, March.
- Novacheck, Joshua & Johnson, Jeremiah X., 2017. "Diversifying wind power in real power systems," Renewable Energy, Elsevier, vol. 106(C), pages 177-185.
- Thomaidis, Nikolaos S. & Christodoulou, Theodoros & Santos-Alamillos, Francisco J., 2023. "Handling the risk dimensions of wind energy generation," Applied Energy, Elsevier, vol. 339(C).
- Munoz, Francisco D. & van der Weijde, Adriaan Hendrik & Hobbs, Benjamin F. & Watson, Jean-Paul, 2017.
"Does risk aversion affect transmission and generation planning? A Western North America case study,"
Energy Economics, Elsevier, vol. 64(C), pages 213-225.
- Munoz, F. D. & van der Weijde, A. H. & Hobbs, B. F. & Watson, J-P., 2016. "Does risk aversion affect transmission and generation planning? A Western North America case study," Cambridge Working Papers in Economics 1647, Faculty of Economics, University of Cambridge.
- Francisco D. Munoz & Adriaan Hendrik van der Weijde & Benjamin F. Hobbs & Jean-Paul Watson, 2016. "Does risk aversion affect transmission and generation planning? A Western North America case study," Working Papers EPRG 1621, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
- Chyong, C. & Pollitt, M. & Cruise, R., 2019.
"Can wholesale electricity prices support “subsidy-free” generation investment in Europe?,"
Cambridge Working Papers in Economics
1955, Faculty of Economics, University of Cambridge.
- Chi Kong Chyong & Michael Pollitt & Reuben Cruise, 2019. "Can wholesale electricity prices support "subsidy-free" generation investment in Europe?," Working Papers EPRG1919, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
- Turkson, Charles & Liu, Wenbin & Acquaye, Adolf, 2024. "A data envelopment analysis based evaluation of sustainable energy generation portfolio scenarios," Applied Energy, Elsevier, vol. 363(C).
- Chi Kong Chyong & Carmen Li & David Reiner & Fabien Roques, 2020.
"A Portfolio approach to wind and solar deployment in Australia,"
Working Papers
EPRG2022, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
- Chyong, C K. & Li, C. & Reiner, D. & Roques, F., 2020. "A Portfolio approach to wind and solar deployment in Australia," Cambridge Working Papers in Economics 2077, Faculty of Economics, University of Cambridge.
- Shahriari, Mehdi & Blumsack, Seth, 2018. "The capacity value of optimal wind and solar portfolios," Energy, Elsevier, vol. 148(C), pages 992-1005.
- Paulino Martinez-Fernandez & Fernando deLlano-Paz & Anxo Calvo-Silvosa & Isabel Soares, 2018. "Pollutant versus non-pollutant generation technologies: a CML-analogous analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(1), pages 199-212, December.
- Álvarez-García, Francisco J. & Fresno-Schmolk, Gonzalo & OrtizBevia, María J. & Cabos, William & RuizdeElvira, Antonio, 2020. "Reduction of aggregate wind power variability using Empirical Orthogonal Teleconnections: An application in the Iberian Peninsula," Renewable Energy, Elsevier, vol. 159(C), pages 151-161.
- Xiaoxia Gao & Lu Xia & Lin Lu & Yonghua Li, 2019. "Analysis of Hong Kong’s Wind Energy: Power Potential, Development Constraints, and Experiences from Other Countries for Local Wind Energy Promotion Strategies," Sustainability, MDPI, vol. 11(3), pages 1-20, February.
- Jano-Ito, Marco A. & Crawford-Brown, Douglas, 2017. "Investment decisions considering economic, environmental and social factors: An actors' perspective for the electricity sector of Mexico," Energy, Elsevier, vol. 121(C), pages 92-106.
- Sébastien Phan & Fabien Roques, 2015. "Is the depressive effect of renewables on power prices contagious? A cross border econometric analysis," Cambridge Working Papers in Economics 1527, Faculty of Economics, University of Cambridge.
- Schmidt, J. & Lehecka, G. & Gass, V. & Schmid, E., 2013. "Where the wind blows: Assessing the effect of fixed and premium based feed-in tariffs on the spatial diversification of wind turbines," Energy Economics, Elsevier, vol. 40(C), pages 269-276.
- Alexis Tantet & Marc Stéfanon & Philippe Drobinski & Jordi Badosa & Silvia Concettini & Anna Cretì & Claudia D’Ambrosio & Dimitri Thomopulos & Peter Tankov, 2019. "e 4 clim 1.0: The Energy for a Climate Integrated Model: Description and Application to Italy," Energies, MDPI, vol. 12(22), pages 1-37, November.
- Frank, Christopher & Fiedler, Stephanie & Crewell, Susanne, 2021. "Balancing potential of natural variability and extremes in photovoltaic and wind energy production for European countries," Renewable Energy, Elsevier, vol. 163(C), pages 674-684.
- Ingeborg Graabak & Magnus Korpås, 2016. "Variability Characteristics of European Wind and Solar Power Resources—A Review," Energies, MDPI, vol. 9(6), pages 1-31, June.
- Enevoldsen, Peter & Sovacool, Benjamin K., 2016. "Examining the social acceptance of wind energy: Practical guidelines for onshore wind project development in France," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 178-184.
- Shakouri, Mahmoud & Lee, Hyun Woo & Choi, Kunhee, 2015. "PACPIM: New decision-support model of optimized portfolio analysis for community-based photovoltaic investment," Applied Energy, Elsevier, vol. 156(C), pages 607-617.
- Grochowicz, Aleksander & Benth, Fred Espen & Zeyringer, Marianne, 2024. "Spatio-temporal smoothing and dynamics of different electricity flexibility options for highly renewable energy systems—Case study for Norway," Applied Energy, Elsevier, vol. 356(C).
- Jägemann, Cosima, 2014. "An illustrative note on the system price effect of wind and solar power - The German case," EWI Working Papers 2014-10, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
- Marrero, Gustavo A. & Puch, Luis A. & Ramos-Real, Francisco J., 2015.
"Mean-variance portfolio methods for energy policy risk management,"
International Review of Economics & Finance, Elsevier, vol. 40(C), pages 246-264.
- Gustavo A. Marrero & Luis A. Puch & Francisco J. Ramos-Real, 2013. "Mean-variance portfolio methods for energy policy risk management," Documentos de Trabajo del ICAE 2013-41, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
- Muireann Á. Lynch & Richard Tol & Mark J. O’Malley, 2014. "Minimising costs and variability of electricity generation by means of optimal electricity interconnection utilisation," Working Paper Series 6814, Department of Economics, University of Sussex Business School.
- deLlano-Paz, Fernando & Calvo-Silvosa, Anxo & Antelo, Susana Iglesias & Soares, Isabel, 2017. "Energy planning and modern portfolio theory: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 636-651.
- López Prol, Javier & de Llano Paz, Fernando & Calvo-Silvosa, Anxo & Pfenninger, Stefan & Staffell, Iain, 2024. "Wind-solar technological, spatial and temporal complementarities in Europe: A portfolio approach," Energy, Elsevier, vol. 292(C).
- Costa, Oswaldo L.V. & de Oliveira Ribeiro, Celma & Rego, Erik Eduardo & Stern, Julio Michael & Parente, Virginia & Kileber, Solange, 2017. "Robust portfolio optimization for electricity planning: An application based on the Brazilian electricity mix," Energy Economics, Elsevier, vol. 64(C), pages 158-169.
- Lund, Peter D. & Lindgren, Juuso & Mikkola, Jani & Salpakari, Jyri, 2015. "Review of energy system flexibility measures to enable high levels of variable renewable electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 785-807.
- Alexis Tantet & Philippe Drobinski, 2021. "A Minimal System Cost Minimization Model for Variable Renewable Energy Integration: Application to France and Comparison to Mean-Variance Analysis," Energies, MDPI, vol. 14(16), pages 1-38, August.
- Enevoldsen, Peter, 2016. "Onshore wind energy in Northern European forests: Reviewing the risks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1251-1262.
- Engelhorn, Thorsten & Müsgens, Felix, 2021. "Why is Germany’s energy transition so expensive? Quantifying the costs of wind-energy decentralisation," Resource and Energy Economics, Elsevier, vol. 65(C).
- Nikolaos S. Thomaidis & Alexios-Ioannis Moukas, 2022. "Designing Efficient Renewable Energy Portfolios for Optimal Coverage of European Power Demand under Transmission Constraints," Energies, MDPI, vol. 15(24), pages 1-18, December.
- Schmidt, Johannes & Cancella, Rafael & Pereira, Amaro O., 2016. "An optimal mix of solar PV, wind and hydro power for a low-carbon electricity supply in Brazil," Renewable Energy, Elsevier, vol. 85(C), pages 137-147.
- Lynch, Muireann Á. & Shortt, Aonghus & Tol, Richard S.J. & O'Malley, Mark J., 2013.
"Risk–return incentives in liberalised electricity markets,"
Energy Economics, Elsevier, vol. 40(C), pages 598-608.
- Richard S.J. Tol & Muireann Lynch & Aonghus Shortt & Mark O’Malley, 2012. "Risk-Return Incentives in Liberalised Electricity Markets," Working Paper Series 4012, Department of Economics, University of Sussex Business School.
- Santos-Alamillos, F.J. & Pozo-Vázquez, D. & Ruiz-Arias, J.A. & Lara-Fanego, V. & Tovar-Pescador, J., 2014. "A methodology for evaluating the spatial variability of wind energy resources: Application to assess the potential contribution of wind energy to baseload power," Renewable Energy, Elsevier, vol. 69(C), pages 147-156.
- Hu, Jing & Harmsen, Robert & Crijns-Graus, Wina & Worrell, Ernst, 2019. "Geographical optimization of variable renewable energy capacity in China using modern portfolio theory," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
- Lobato, E. & Doenges, K. & Egido, I. & Sigrist, L., 2020. "Limits to wind aggregation: Empirical assessment in the Spanish electricity system," Renewable Energy, Elsevier, vol. 147(P1), pages 1321-1330.
- Gabrielli, Paolo & Aboutalebi, Reyhaneh & Sansavini, Giovanni, 2022. "Mitigating financial risk of corporate power purchase agreements via portfolio optimization," Energy Economics, Elsevier, vol. 109(C).
- Obermüller, Frank, 2017. "Build Wind Capacities at Windy Locations? Assessment of System Optimal Wind Locations," EWI Working Papers 2017-9, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
- Li, Jianglong & Ho, Mun Sing, 2024. "End-year China wind power installation rush reduces electric system reliability," Energy Economics, Elsevier, vol. 133(C).
- Amanda D Boyd & Jiawei Liu & Jay D Hmielowski, 2019. "Public support for energy portfolios in Canada: How information about cost and national energy portfolios affect perceptions of energy systems," Energy & Environment, , vol. 30(2), pages 322-340, March.
- Tietjen, Oliver & Pahle, Michael & Fuss, Sabine, 2016. "Investment risks in power generation: A comparison of fossil fuel and renewable energy dominated markets," Energy Economics, Elsevier, vol. 58(C), pages 174-185.
- Gebreslassie, Mulualem G., 2020. "Public perception and policy implications towards the development of new wind farms in Ethiopia," Energy Policy, Elsevier, vol. 139(C).
- Castro, Gabriel Malta & Klöckl, Claude & Regner, Peter & Schmidt, Johannes & Pereira, Amaro Olimpio, 2022. "Improvements to Modern Portfolio Theory based models applied to electricity systems," Energy Economics, Elsevier, vol. 111(C).
- Li, Binghui & de Queiroz, Anderson Rodrigo & DeCarolis, Joseph F. & Bane, John & He, Ruoying & Keeler, Andrew G. & Neary, Vincent S., 2017. "The economics of electricity generation from Gulf Stream currents," Energy, Elsevier, vol. 134(C), pages 649-658.
- Kim, Yeong Jae & Cho, Seong-Hoon & Sharma, Bijay P., 2021. "Constructing efficient portfolios of low-carbon technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
- B. Andrew Chupp & Emily Hickey & David Loomis, 2011. "Optimal Wind Portfolios in Illinois," Working Paper Series 20110401, Illinois State University, Department of Economics.
- Santos-Alamillos, F.J. & Thomaidis, N.S. & Usaola-García, J. & Ruiz-Arias, J.A. & Pozo-Vázquez, D., 2017. "Exploring the mean-variance portfolio optimization approach for planning wind repowering actions in Spain," Renewable Energy, Elsevier, vol. 106(C), pages 335-342.
- Pérez Odeh, Rodrigo & Watts, David & Flores, Yarela, 2018. "Planning in a changing environment: Applications of portfolio optimisation to deal with risk in the electricity sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3808-3823.
- Chu, Cheng-Ta & Hawkes, Adam D., 2020. "Optimal mix of climate-related energy in global electricity systems," Renewable Energy, Elsevier, vol. 160(C), pages 955-963.
- Aldeman, M.R. & Jo, J.H. & Loomis, D.G., 2015. "The technical potential for wind energy in Illinois," Energy, Elsevier, vol. 90(P1), pages 1082-1090.
- Rombauts, Yannick & Delarue, Erik & D’haeseleer, William, 2011. "Optimal portfolio-theory-based allocation of wind power: Taking into account cross-border transmission-capacity constraints," Renewable Energy, Elsevier, vol. 36(9), pages 2374-2387.
- Shahriari, M. & Cervone, G. & Clemente-Harding, L. & Delle Monache, L., 2020. "Using the analog ensemble method as a proxy measurement for wind power predictability," Renewable Energy, Elsevier, vol. 146(C), pages 789-801.
- Santos-Alamillos, F.J. & Pozo-Vázquez, D. & Ruiz-Arias, J.A. & Von Bremen, L. & Tovar-Pescador, J., 2015. "Combining wind farms with concentrating solar plants to provide stable renewable power," Renewable Energy, Elsevier, vol. 76(C), pages 539-550.