The effect of missing data on wind resource estimation

Energy

Volumn 36, Issue 7, 2011, Pages 4505-4517

  Coville, Aidan ^a   Siddiqui, Afzal ^b,c   Vogstad, Klaus Ole ^d,e  

^a WORLD BANK   (United States)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

^c STOCKHOLM UNIVERSITY   (Sweden)

^d Agder Energi ^*  (Norway)

^e NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

Investment analysis; Missing data; Wind power

Indexed keywords

COMMERCE; ECONOMICS; ELECTRICITY; ENERGY RESOURCES; INVESTMENTS; RISK ASSESSMENT; WIND POWER; WIND TURBINES;

ELECTRICITY PRICES; ELECTRICITY SPOT PRICE; EXPECTED REVENUE; INVESTMENT ANALYSIS; JUMP-DIFFUSION; METEOROLOGICAL DATASETS; MISSING DATA; RENEWABLE ENERGY SOURCE; WIND RESOURCE ESTIMATION; WIND RESOURCES;

ESTIMATION;

DATA SET; ENERGY MARKET; ENERGY RESOURCE; METEOROLOGY; PRICE DYNAMICS; RENEWABLE RESOURCE; WIND POWER; WIND TURBINE;

NORWAY;

EID: 79959378064     PISSN: 03605442     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.energy.2011.03.067     Document Type: Article

References (20)

1. IPCC. " Climate Change 2007: the physical science Basis" , In: Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, UK. 2007.
2. World Wind Energy Association. " 16 Gigawatt of Wind Power Added in First Half of 2010" Press Release; Bonn, Germany; 2011. http://www.wwindea.org.
3. EIA. International Energy Outlook 2009, US Department of Energy Report DOE/EIA-0484(2009). Washington, DC, USA, 2009.
4. Deng S.-J., Johnson B., Sogomonian A. " Exotic electricity options and the valuation of electricity generation and transmission assets" Decision Support Systems 2001, 30(3):383-392.
5. Fleten S.-E., Maribu K.M., Wangensteen I. " Optimal investment strategies in decentralized renewable power generation under uncertainty" Energy 2007, 32(5):803-815.
6. Yan Z., Bate S., Chandler R.E., Isham V., Wheather H. " An analysis of daily maximum wind speed in Northwestern Europe using generalized linear models" Journal of Climate 2002, 15(15):2073-2088.
7. Yan Z., Bate S., Chandler R.E., Isham V., Wheather H. " Changes in extreme wind speeds in NW Europe simulated by generalized linear models" Theoretical and Applied Climatology 2006, 83(1-4):121-137.
8. Shamshad A., Bawadi M.A., Wan Hussin W.M.A., Majid T.A., Sanusi S.A.M. " First and second order Markov chain models for synthetic generation of wind speed time series" Energy 2005, 30(5):693-708.
9. Yang Z., Liu Y., Li C. " Interpolation of missing wind data based on ANFIS" Renewable Energy 2011, 36(3):993-998.
10. Rogers A.L., Rogers J.W., Manwell J.F. " Comparison of the performance of Four measure-correlate-predict algorithms" Journal of Wind Engineering and Industrial Thermodynamics 2005, 93:243-264.
11. Anahua E., Barth S., Peinke J. " Markovian power curves for wind turbines" Wind Energy 2007, 11(3):219-232.
12. Lacroix, A and JF Manwell. " Wind Energy: Cold Weather Issues," technical report, Renewable Energy Research Laboratory, University of Massachusetts at Amherst, Amherst, MA, USA, 2000.
13. Harstveit, K, L Tallhaug, and A Fidje. " Modelling and Measuring Atmospheric Icing at a Coastal Mountain in Norway" , A study supported by the Norwegian State Power Board (Statkraft), 2004.
14. Lucia J.J., Schwartz E. " Electricity prices and power derivatives: evidence from the nordic power exchange" Review of Derivatives Research 2002, 5:5-50.
15. Weron R., Bierbrauer M., Trück S. " Modeling electricity prices: jump diffusion and regime switching" Physica A: Statistical and Theoretical Physics 2004, 336(1-2):39-48.
16. Cartea A., Figueroa M.C. " Pricing in electricity markets: a mean reverting jump diffusion model with stationarity" Applied Mathematical Finance 2005, 12(4):313-335.
17. Harvey A.C. Forecasting structural time series models and the Kalman filter 1989, Cambridge University Press, Cambridge, UK.
18. Dixit A.K., Pindyck R.S. Investment under uncertainty 1994, Princeton University Press, Princeton, NJ, USA.
19. Blanco, C and D Soronow. " Jump Diffusion Processes - Energy Price Processes Used for Derivatives Pricing & Risk Management," Commodities Now, 2001. September: 83-87.
20. Bierbrauer M., Trück S., Weron R. " Modeling electricity prices with regime switching models," in computational science - ICCS 2004 2004, Springer, Berlin, Germany.