Scaling of wind energy variability over space and time
Author
Abstract
Suggested Citation
DOI: 10.1016/j.apenergy.2017.03.073
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Lion Hirth, 2013. "The Market Value of Variable Renewables. The Effect of Solar and Wind Power Variability on their Relative Price," RSCAS Working Papers 2013/36, European University Institute.
- Gunturu, Udaya Bhaskar & Schlosser, C. Adam, 2015. "Behavior of the aggregate wind resource in the ISO regions in the United States," Applied Energy, Elsevier, vol. 144(C), pages 175-181.
- Rose, Stephen & Apt, Jay, 2015. "What can reanalysis data tell us about wind power?," Renewable Energy, Elsevier, vol. 83(C), pages 963-969.
- González-Aparicio, I. & Zucker, A., 2015. "Impact of wind power uncertainty forecasting on the market integration of wind energy in Spain," Applied Energy, Elsevier, vol. 159(C), pages 334-349.
- Hoogwijk, Monique & van Vuuren, Detlef & de Vries, Bert & Turkenburg, Wim, 2007. "Exploring the impact on cost and electricity production of high penetration levels of intermittent electricity in OECD Europe and the USA, results for wind energy," Energy, Elsevier, vol. 32(8), pages 1381-1402.
- Hirth, Lion, 2013.
"The market value of variable renewables,"
Energy Economics, Elsevier, vol. 38(C), pages 218-236.
- Lion Hirth, 2012. "The Market Value of Variable Renewables," Working Papers 2012.15, Fondazione Eni Enrico Mattei.
- Hirth, Lion, 2012. "The Market Value of Variable Renewables," Energy: Resources and Markets 122021, Fondazione Eni Enrico Mattei (FEEM).
- Dowds, Jonathan & Hines, Paul & Ryan, Todd & Buchanan, William & Kirby, Elizabeth & Apt, Jay & Jaramillo, Paulina, 2015. "A review of large-scale wind integration studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 768-794.
- Traber, Thure & Kemfert, Claudia, 2011.
"Gone with the wind? -- Electricity market prices and incentives to invest in thermal power plants under increasing wind energy supply,"
Energy Economics, Elsevier, vol. 33(2), pages 249-256, March.
- Thure Traber & Claudia Kemfert, 2009. "Gone with the Wind?: Electricity Market Prices and Incentives to Invest in Thermal Power Plants under Increasing Wind Energy Supply," Discussion Papers of DIW Berlin 852, DIW Berlin, German Institute for Economic Research.
- Komušanac, Ivan & Ćosić, Boris & Duić, Neven, 2016. "Impact of high penetration of wind and solar PV generation on the country power system load: The case study of Croatia," Applied Energy, Elsevier, vol. 184(C), pages 1470-1482.
- Huang, Junling & Lu, Xi & McElroy, Michael B., 2014. "Meteorologically defined limits to reduction in the variability of outputs from a coupled wind farm system in the Central US," Renewable Energy, Elsevier, vol. 62(C), pages 331-340.
- 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.
- Woo, C.K. & Horowitz, I. & Moore, J. & Pacheco, A., 2011. "The impact of wind generation on the electricity spot-market price level and variance: The Texas experience," Energy Policy, Elsevier, vol. 39(7), pages 3939-3944, July.
- Zhang, Ning & Hu, Zhaoguang & Shen, Bo & Dang, Shuping & Zhang, Jian & Zhou, Yuhui, 2016. "A source–grid–load coordinated power planning model considering the integration of wind power generation," Applied Energy, Elsevier, vol. 168(C), pages 13-24.
- Hirth, Lion, 2016. "The benefits of flexibility: The value of wind energy with hydropower," Applied Energy, Elsevier, vol. 181(C), pages 210-223.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zhang, Chongyu & Lu, Xi & Ren, Guo & Chen, Shi & Hu, Chengyu & Kong, Zhaoyang & Zhang, Ning & Foley, Aoife M., 2021. "Optimal allocation of onshore wind power in China based on cluster analysis," Applied Energy, Elsevier, vol. 285(C).
- Itiki, Rodney & Manjrekar, Madhav & Di Santo, Silvio Giuseppe & Machado, Luis Fernando M., 2020. "Technical feasibility of Japan-Taiwan-Philippines HVdc interconnector to the Asia Pacific Super Grid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
- Itiki, Rodney & Manjrekar, Madhav & Di Santo, Silvio Giuseppe & Itiki, Cinthia, 2023. "Method for spatiotemporal wind power generation profile under hurricanes: U.S.-Caribbean super grid proposition," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
- Nycander, Elis & Morales-España, Germán & Söder, Lennart, 2022. "Power-based modelling of renewable variability in dispatch models with clustered time periods," Renewable Energy, Elsevier, vol. 186(C), pages 944-956.
- Chinmoy, Lakshmi & Iniyan, S. & Goic, Ranko, 2019. "Modeling wind power investments, policies and social benefits for deregulated electricity market – A review," Applied Energy, Elsevier, vol. 242(C), pages 364-377.
- Gabriel Mendonça de Paiva & Sergio Pires Pimentel & Bernardo Pinheiro Alvarenga & Enes Gonçalves Marra & Marco Mussetta & Sonia Leva, 2020. "Multiple Site Intraday Solar Irradiance Forecasting by Machine Learning Algorithms: MGGP and MLP Neural Networks," Energies, MDPI, vol. 13(11), pages 1-28, June.
- Shahriari, Mehdi & Blumsack, Seth, 2018. "The capacity value of optimal wind and solar portfolios," Energy, Elsevier, vol. 148(C), pages 992-1005.
- Han, Chanok & Vinel, Alexander, 2022. "Reducing forecasting error by optimally pooling wind energy generation sources through portfolio optimization," Energy, Elsevier, vol. 239(PB).
- 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.
- Liang, Yushi & Wu, Chunbing & Ji, Xiaodong & Zhang, Mulan & Li, Yiran & He, Jianjun & Qin, Zhiheng, 2022. "Estimation of the influences of spatiotemporal variations in air density on wind energy assessment in China based on deep neural network," Energy, Elsevier, vol. 239(PC).
- Yongqian Liu & Yanhui Qiao & Shuang Han & Yanping Xu & Tianxiang Geng & Tiandong Ma, 2021. "Quantitative Evaluation Methods of Cluster Wind Power Output Volatility and Source-Load Timing Matching in Regional Power Grid," Energies, MDPI, vol. 14(16), pages 1-14, August.
- Jia, Ke & Li, Yanbin & Fang, Yu & Zheng, Liming & Bi, Tianshu & Yang, Qixun, 2018. "Transient current similarity based protection for wind farm transmission lines," Applied Energy, Elsevier, vol. 225(C), pages 42-51.
- Li, Jing & Xu, Guoxiao & Luo, Xingying & Xiong, Jie & Liu, Zhao & Cai, Weiwei, 2018. "Effect of nano-size of functionalized silica on overall performance of swelling-filling modified Nafion membrane for direct methanol fuel cell application," Applied Energy, Elsevier, vol. 213(C), pages 408-414.
- 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.
- Jung, Christopher & Schindler, Dirk, 2019. "The role of air density in wind energy assessment – A case study from Germany," Energy, Elsevier, vol. 171(C), pages 385-392.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Eising, Manuel & Hobbie, Hannes & Möst, Dominik, 2020. "Future wind and solar power market values in Germany — Evidence of spatial and technological dependencies?," Energy Economics, Elsevier, vol. 86(C).
- 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.
- Chinmoy, Lakshmi & Iniyan, S. & Goic, Ranko, 2019. "Modeling wind power investments, policies and social benefits for deregulated electricity market – A review," Applied Energy, Elsevier, vol. 242(C), pages 364-377.
- Dillig, Marius & Jung, Manuel & Karl, Jürgen, 2016. "The impact of renewables on electricity prices in Germany – An estimation based on historic spot prices in the years 2011–2013," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 7-15.
- Krishnamurthy, Chandra Kiran B. & Vesterberg, Mattias & Böök, Herman & Lindfors, Anders V. & Svento, Rauli, 2018. "Real-time pricing revisited: Demand flexibility in the presence of micro-generation," Energy Policy, Elsevier, vol. 123(C), pages 642-658.
- Zamani-Dehkordi, Payam & Rakai, Logan & Zareipour, Hamidreza, 2016. "Deciding on the support schemes for upcoming wind farms in competitive electricity markets," Energy, Elsevier, vol. 116(P1), pages 8-19.
- Mulder, Machiel & Scholtens, Bert, 2016. "A plant-level analysis of the spill-over effects of the German Energiewende," Applied Energy, Elsevier, vol. 183(C), pages 1259-1271.
- Figueiredo, Nuno Carvalho & Silva, Patrícia Pereira da, 2019. "The “Merit-order effect” of wind and solar power: Volatility and determinants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 54-62.
- Csereklyei, Zsuzsanna & Qu, Songze & Ancev, Tihomir, 2019.
"The effect of wind and solar power generation on wholesale electricity prices in Australia,"
Energy Policy, Elsevier, vol. 131(C), pages 358-369.
- Csereklyei, Zsuzsanna & Qu, Songze & Ancev, Tihomir, 2019. "The effect of wind and solar power generation on wholesale electricity prices in Australia," Working Papers 2019-09, University of Sydney, School of Economics, revised Mar 2019.
- Würzburg, Klaas & Labandeira, Xavier & Linares, Pedro, 2013.
"Renewable generation and electricity prices: Taking stock and new evidence for Germany and Austria,"
Energy Economics, Elsevier, vol. 40(S1), pages 159-171.
- Klaas WŸrzburg & Xavier Labandeira & Pedro Linares, 2013. "Renewable Generation and Electricity Prices: Taking Stock and New Evidence for Germany and Austria," Working Papers fa03-2013, Economics for Energy.
- Mwampashi, Muthe Mathias & Nikitopoulos, Christina Sklibosios & Konstandatos, Otto & Rai, Alan, 2021.
"Wind generation and the dynamics of electricity prices in Australia,"
Energy Economics, Elsevier, vol. 103(C).
- Muthe Mathias Mwampashi & Christina Sklibosios Nikitopoulos & Otto Konstandatos & Alan Rai, 2020. "Wind Generation and the Dynamics of Electricity Prices in Australia," Research Paper Series 416, Quantitative Finance Research Centre, University of Technology, Sydney.
- Gugler, Klaus & Haxhimusa, Adhurim, 2019. "Market integration and technology mix: Evidence from the German and French electricity markets," Energy Policy, Elsevier, vol. 126(C), pages 30-46.
- Mills, Andrew & Wiser, Ryan & Millstein, Dev & Carvallo, Juan Pablo & Gorman, Will & Seel, Joachim & Jeong, Seongeun, 2021. "The impact of wind, solar, and other factors on the decline in wholesale power prices in the United States," Applied Energy, Elsevier, vol. 283(C).
- Soini, Vesa, 2021. "Wind power intermittency and the balancing power market: Evidence from Denmark," Energy Economics, Elsevier, vol. 100(C).
- David Wozabal & Christoph Graf & David Hirschmann, 2016. "The effect of intermittent renewables on the electricity price variance," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 38(3), pages 687-709, July.
- Brian Rivard and Adonis Yatchew, 2016. "Integration of Renewables into the Ontario Electricity System," The Energy Journal, International Association for Energy Economics, vol. 0(Bollino-M).
- Stefano Cló & Gaetano D’Adamo, 2014. "The Impact of Solar Penetration on Solar and Gas Market Value: an application to the Italian Power Market," Working Papers 1405, Department of Applied Economics II, Universidad de Valencia.
- Clò, Stefano & Cataldi, Alessandra & Zoppoli, Pietro, 2015.
"The merit-order effect in the Italian power market: The impact of solar and wind generation on national wholesale electricity prices,"
Energy Policy, Elsevier, vol. 77(C), pages 79-88.
- Alessandra Cataldi & Stefano Clò & Pietro Zoppoli, 2014. "The merit-order effect in the Italian Power Market: the impact of solar and wind generation on national wholesale electricity prices," Working Papers 9, Department of the Treasury, Ministry of the Economy and of Finance.
- Clò, Stefano & D'Adamo, Gaetano, 2015. "The dark side of the sun: How solar power production affects the market value of solar and gas sources," Energy Economics, Elsevier, vol. 49(C), pages 523-530.
- 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).
More about this item
Keywords
Wind energy variability; US Eastern Interconnect; Geographic smoothing; Variance minimization; Spatial analysis;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:195:y:2017:i:c:p:572-585. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.