Effect Of Stochastic Nature Of Wind EnergyOn Power System

Ann Hesham Ahmed*, Ahmed M. Asim**, Mahmoud Abdallah Attia***
* Project Engineer, Electrical Power System Company, Cairo, Egypt.
** Teacher Assistant and MSc Student, Ain Shams University, Cairo, Egypt.
*** Department of Electrical Power and Machines, Faculty of Engineering, Ain Shams University, Cairo, Egypt.
Periodicity:July - September'2017
DOI : https://doi.org/10.26634/jee.11.1.13671

Abstract

As the utilization of wind energy grows larger and larger, the need for technical improvement and theoretical understanding becomes significant. Wind energy has been used for many years, however the central questions regarding turbulence are still to be answered. In this complex situation, it is important to analyze the phenomena involved in wind energy extraction. This work presented a stochastic analysis of the power output for a wind turbine based on a Monte Carlo simulation to see how fluctuations in the wind speed will affect the power performance characteristics. It is shown in the presented work by means of a simple model that the probability of power characteristics determined varies with different turbulent wind fields. Then this model is applied on an IEEE 9 bus network.

Keywords

Stochastic Model, Wind Energy, Monte Carlo Simulation, IEEE 9 Bus System

How to Cite this Article?

Ahmed, A., Asim, A. M., and Attia, M. A. (2017). Effect of Stochastic Nature Of Wind Energy On Power System. i-manager’s Journal on Electrical Engineering,11(1), 1-9. https://doi.org/10.26634/jee.11.1.13671

References

1]. Alves, R. P. Q. (2013). Stochastic Location of FACTS Devices in Electric Power Transmission Networks. (Integrated Master in Electrical and Computer Engineering, University of Porto, Portugese).
[2]. BTM Consult Aps. (2009). World Market Update 2008. Forecast 2009-2013.
[3]. BTM Consult Aps. (2010). World Market Update BTM Projects 1,000 GW of Wind Power by 2019.
[4]. Diaa, I. M., Badra, N. M., & Attia, M. A. (2016). Harmony Search and Nonlinear Programming based Hybrid approach to enhance Power System performance with Wind Penetration, International Electrical Engineering Journal (IEEJ), 7(7), 2323-2330.
[5]. European Commission (2008). 2020 by 2020 Europe's Climate Change Opportunity, Brussels.
[6]. Grid delay hits Dutch mega-farm. (2017). reNEWS - Renewable Energy News. Retrieved 21 September 2017, from http://renews.biz/106749/grid-delay-hits-dutchmega- farm/
[7]. First IEA Regional Technology Study Plots Carbonneutral Nordic Energy. (2017). In Iea.org. Retrieved 21 September 2017, from https://www.iea.org/newsroom /news/2013/january/first-iea-regional-technology-studyplots- carbon-neutral-nordic-energy.html
[8]. Krohn, S., Morthorst, P. E, & Awerbuch, S. (2009). The Economics of Wind Energy, The European Wind Energy Association Report (EWEA) .
[9]. Meibom, P., Barth, R., Hasche, B., Brand, H., Weber, C., & O'Malley, M. (2011). Stochastic optimization model to study the operational impacts of high wind penetrations in Ireland. IEEE Transactions on Power Systems, 26(3), 1367- 1379.
[10]. Robert, C. P. (2004). Monte Carlo Methods. John Wiley & Sons, Ltd.
[11]. Saber, A. Y., & Venayagamoorthy, G. K. (2011). Plugin vehicles and renewable energy sources for cost and emission reductions. IEEE Transactions on Industrial electronics, 58(4), 1229-1238.
[12]. Shafiullah, G. M., Oo, A. M., Ali, A. B. M., & Stojcevski, A. (2013). Influences of wind energy integration into the distribution network. Journal of Wind Energy, 2013, Article ID 903057.
[13]. Singh, B. (2012). Introduction to FACTS controllers in wind power farms: A technological review. International Journal of Renewable Energy Research (IJRER), 2(2), 166- 212.
[14]. Tavner, P. (2012). Offshore Wind Turbines: Reliability. Availability and Maintenance. The Institution of Engineering and Technology, London, UK.
[15]. Tavner, P. J., Xiang, J., & Spinato, F. (2007). Reliability analysis for wind turbines. Wind Energy, 10(1), 1-18.
[16]. Taylor, H. M., & Karlin, S. (2014). An Introduction to Stochastic Modeling. Academic Press.
[17]. Wind farm - ESL Resources. (2017). In Michellehenry.fr. Retrieved 21 September 2017, from http://www.michelle henry.fr/windfarm.htm
If you have access to this article please login to view the article or kindly login to purchase the article

Purchase Instant Access

Single Article

North Americas,UK,
Middle East,Europe
India Rest of world
USD EUR INR USD-ROW
Pdf 35 35 200 20
Online 35 35 200 15
Pdf & Online 35 35 400 25

Options for accessing this content:
  • If you would like institutional access to this content, please recommend the title to your librarian.
    Library Recommendation Form
  • If you already have i-manager's user account: Login above and proceed to purchase the article.
  • New Users: Please register, then proceed to purchase the article.