Optimal bidding in Turkey day ahead electricity market for wind energy and pumped storage hydro power plant

Yıl 2016, Cilt: 22 Sayı: 5, 361 - 366, 20.10.2016

Ceyhun Yıldız , Mustafa Şekkeli

Öz

In electrical grid; when the demand power increases energy prices increase, when the demand decreases energy prices decrease. For this reason; to increase the total daily income, it is required to shift generations to the hours that high demand power values occurred. Wind Power Plants (WPP) have unstable and uncontrollable generation characteristic. For this reason, energy storage systems are needed to shift the generations of WPPs in time scale. In this study, four wind power plants (WPP) which are tied to the Turkish interconnected grid and a pumped hydro storage power plant (PSPP) that meets the energy storage requirement of these power plants are investigated in Turkey day ahead energy market. An optimization algorithm is developed using linear programming technique to maximize the day ahead market bids of these plants which are going to generate power together. When incomes and generations of the plants that are operated with optimization strategy is analyzed, it is seen that annual income increased by 2.737% compared with WPPs ‘s alone operation and generations are substantially shifted to the high demand power occurred hours.

Türkiye gün öncesi elektrik piyasasında rüzgar enerjisi ve pompaj depolamalı hidroelektrik santral için optimum teklif oluşturulması

Öz

Elektrik şebekesindeki talep güç arttığında enerji fiyatları artmakta, şebekedeki talep güç azaldığında enerji fiyatları azalmaktadır. Bu sebeple, günlük toplam gelirin arttırılması için üretimlerin yüksek talep güç değerlerinin oluştuğu saatlere kaydırılması gerekmektedir. Rüzgar Enerjisi Santralleri (RES) kararsız ve kontrol edilemeyen üretim karakteristiğine sahiptirler. Bu sebeple RES üretimlerini zaman ekseninde kaydırabilmek için enerji depolama sistemlerine ihtiyaç duyulmaktadır. Bu çalışmada; Türkiye enterkonnekte elektrik şebekesine bağlı dört adet Rüzgar Enerjisi Santrali (RES) ve bu santrallerin enerji depolama ihtiyacını karşılamak üzere düşünülmüş bir Pompaj Depolamalı Hidroelektrik Santral (PHES), Türkiye gün öncesi elektrik piyasasında incelenmiştir. Beraber enerji üretimi yapacak bu santrallerin gün öncesi piyasa tekliflerini optimize etmek üzere doğrusal programlama yöntemi kullanılarak bir optimizasyon algoritması geliştirilmiştir. Optimizasyon stratejisi ile işletilen santrallerin üretimleri ve gelirleri incelendiğinde, RES’lerin tek başına işletilmesi ile kıyasla senelik gelirin %2.737 oranında arttığı ve üretimlerin talep gücün yüksek olduğu saatlere büyük oranda kaydırılabildiği görülmüştür.

Anahtar Kelimeler

Rüzgar enerjisi, Enerji depolama

Kaynakça

• Foley AM, Leahy PG, Li K. “A long-term analysis of pumped hydro storage to firm wind power”. Applied Energy, 137, 638-648, 2015.
• Hozouri MA, Abbaspour A, Fotuhi-Firuzabad M. “On the use of pumped storage for wind energy maximization in transmission-constrained Transactions on Power Systems, 30(2), 1017-1025, 2015. power systems”. IEEE
• Murage MW, Anderson CL. “Contribution of pumped hydro storage to integration of wind power in Kenya: An optimal control approach”. Renewable Energy, 63, 707, 2014.
• Ma T, Yang H, Lu L. “Technical feasibility study on a standalone hybrid solar-wind system with pumped hydro storage for a remote island in Hong Kong”. Renewable Energy, 69, 7-15, 2014.
• Tuohy A, Malley MO. “Pumped storage in systems with very high wind penetration”. Energy Policy, 39(4), 1974, 2011.
• Khodayar M, Shahidehpour E. “Enhancing the dispatchability of variable wind generation by coordination with pumped-storage hydro units in stochastic power systems”. IEEE Transactions on Power Systems, 28(3), 2808-2818, 2013.
• Fertig E, Heggedal AM. “Optimal investment timing and capacity choice for pumped hydropower storage”. Energy Systems, 5(2), 285-306, 2013.
• Dursun B, Alboyaci B. “The contribution of wind-hydro pumped storage systems in meeting Turkey’s electric energy demand”. Renewable and Sustainable Energy Reviews, 14(7), 1979-1988, 2010.
• Zhang N, Kang C, Kirschen DS. “Planning Pumped Storage Capacity for Wind Power Integration”. IEEE Transactions on Sustainable Energy, 4(2), 393-401, 2013.
• T.C. Enerji ve Tabii Kaynaklar Bakanlığı. “Wind”. http://www.enerji.gov.tr/en-US/Pages/Wind (28.04.2015). Türkiye Eletrik İletim AŞ. Reports”.
• DepartmentOperational teias.gov.tr/Eng/DispatchReports.aspx (28.04.2015). http://www. Papaefthymiou SV, Lakiotis
• Papathanassiou SA. “Dynamic analysis of island systems with wind-pumped-storage hybrid power stations”. Renewable Energy, 74, 544-554, 2015. Margaris ID,
• Papaefthymiou SV, Papathanassiou SA. “Optimum sizing of wind-pumped-storage hybrid power stations in island systems”. Renewable Energy, 64, 187-196, 2014.
• Wanjiku M, Anderson CL. "Contribution of pumped hydro storage to integration of wind power in Kenya: An optimal control approach". Renewable Energy, 63(C), 707, 2014.
• Karimi VA, Daraeepour A, Monsef H. "A new self-scheduling strategy for integrated operation of wind and pumped-storage power plants in power markets". Applied Energy, 88(12), 5002-5012, 2011.
• Duque D, Jaramillo ED. "Optimal operation of a pumped-storage hydro plant that compensates the imbalances of a wind power producer". Electric Power Systems Research, 81(9), 1767-1777, 2011.
• Özkan MB, Terciyanlı E, Küçük D, Buhan S, Demirci T, Yıldız C, Günindi M. “Verification of a real-time wind power monitoring and forecast system for Turkey”. ndRenewable Power Generation Conference, Beijing, China, 9-11 September 2013.
• Terciyanlı E, Yıldız C, et all,“Optimal operation of a wind powered pumped storage hydroelectricity plant”. Int. Conf. on Sust. En. Tech., Istanbul, Türkiye, Eylül 2011. Ek A