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POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI

Year 2018, , 74 - 87, 31.05.2018
https://doi.org/10.31796/ogummf.357159

Abstract

Bu çalışmada, değişken ve süreksiz enerji
üretimine sahip olan rüzgar çiftliklerinden, gün öncesi ve dengeleme
piyasalarının mevcut olduğu bir güç sisteminde en yüksek ekonomik kazancı elde
edebilmek amacıyla bir optimizasyon problemi önerilmektedir. Pompalanmış su
tabanlı bir enerji depolama ünitesinin rüzgar çiftliği ile birlikte
kullanılmasına dayanan bu yöntem, enerji piyasalarındaki fiyat değişimden
faydalanarak güç santralinden elde edilen kazancı arttırmaktadır ve aynı
zamanda santralin bağlı olduğu güç sistemindeki pik yük talebinin bir kısmını
karşılayarak sisteme destek olmaktadır. Önerilen yaklaşımın etkinliğini
inceleyebilmek amacıyla gerçek rüzgar ve fiyat verilerinden faydalanılarak
detaylı benzetim çalışmaları gerçekleştirilmiştir ve sonuçlar depolama
ünitesinin olmadığı ve önerilen fiyat bazlı enerji yönetimi yaklaşımının
kullanılmadığı çeşitli durumlar için elde edilen sonuçlar ile
karşılaştırılmıştır. Sonuç olarak, pompalanmış su tabanlı enerji depolama
ünitelerinin yüksek güçlerde etkin bir şekilde kullanılabilecek bir enerji
depolama sistemi olduğu ve bu sistemin ekonomik açıdan en verimli şekilde
kullanılabilmesinde önerilen optimizasyon probleminin oldukça başarılı olduğu
gösterilmiştir. 

References

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  • Attya, A.B.T. ve Hartkopf, T. (2015). Utilising stored wind energy by hydro-pumped storage to provide frequency support at high levels of wind energy penetration, IET Generation, Transmission & Distribution, 9(12), 1485-1497.
  • Bruninx, K., Dvorkin, Y., Delarue, E., Pandžić, H., D’haeseleer, W. ve Kirschen. D.S. (2016). Coupling pumped hydro energy storage with unit commitment, IEEE Transactions on Sustainable Energy, 7(2), 786-796.
  • Chen, C.L., Chen, H.C. ve Lee, J.Y. (2016). Application of a generic superstructure-based formulation to the design of wind-pumped-storage hybrid systems on remote islands, Energy Conversion and Management, 111, 339-351.
  • de Boer, H.S., Grond, L., Moll, H. ve Benders, R. (2014). The application of power-to-gas, pumped hydro storage and compressed air energy storage in an electricity system at different wind power penetration levels, Energy, 72, 360-370.
  • de la Nieta, A.A.S., Contreras, J. ve Catalão, J.P. (2016). Optimal single wind hydro-pump storage bidding in day-ahead markets including bilateral contracts, IEEE Transactions on Sustainable Energy, 7(3), 1284-1294.
  • Yazarlara ait yayın. (2017).
  • Foley, A.M., Leahy, P.G., Li, K., McKeogh, E.J. ve Morrison, A.P. (2015). A long-term analysis of pumped hydro storage to firm wind power, Applied Energy, 137, 638-648.
  • Global Wind Energy Council. (2016). Global wind report annual market update.
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  • Khodayar, M.E., Shahidehpour, M. ve Wu, L. (2013). 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.
  • Kiran, B.D.H. ve Kumari, M.S. (2016). Demand response and pumped hydro storage scheduling for balancing wind power uncertainties: A probabilistic unit commitment approach, International Journal of Electrical Power & Energy Systems, 81, 114-122.
  • Kusakana, K. (2016). Optimal scheduling for distributed hybrid system with pumped hydro storage. Energy Conversion and Management, 111, 253-260.
  • Ma, T., Yang, H. ve Lu, L. (2014). Feasibility study and economic analysis of pumped hydro storage and battery storage for a renewable energy powered island, Energy Conversion and Management, 79, 387-397.
  • Ma, T., Yang, H., Lu, L. ve Peng, J. (2015). Optimal design of an autonomous solar–wind-pumped storage power supply system, Applied Energy, 160, 728-736.
  • Ma, T., Yang, H., Lu, L. ve Peng, J. (2015). Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization, Applied Energy, 137, 649-659.
  • Ming, Z., Kun, Z. ve Liang, W. (2014). Study on unit commitment problem considering wind power and pumped hydro energy storage, International Journal of Electrical Power & Energy Systems, 63, 91-96.
  • Morales, J.M., Conejo, A.J., Madsen, H., Pinson, P. ve Zugno, M. Integrating renewables in electricity markets: operational problems, Yayın No: 205, Springer Science & Business Media, USA, Springer, 2013.
  • Papaefthymiou, S.V., Lakiotis, V.G., Margaris, I.D. ve Papathanassiou, S.A. (2015). Dynamic analysis of island systems with wind-pumped-storage hybrid power stations, Renewable Energy, 74, 544-554.
  • Papaefthymiou, S.V. ve Papathanassiou, S.A. (2014). Optimum sizing of wind-pumped-storage hybrid power stations in island systems, Renewable Energy, 64, 187-196.
  • Yazarlara ait yayın. (2016).
  • Pérez-Díaz, J.I. ve Jiménez, J. (2016). Contribution of a pumped-storage hydropower plant to reduce the scheduling costs of an isolated power system with high wind power penetration, Energy, 109, 92-104.
  • Petrakopoulou, F., Robinson, A. ve Loizidou, M. (2016). Simulation and analysis of a stand-alone solar-wind and pumped-storage hydropower plant, Energy, 96, 676-683.
  • Sousa, J.A., Teixeira, F. ve Faias, S. (2014). Impact of a price-maker pumped storage hydro unit on the integration of wind energy in power systems, Energy, 69, 3-11.
  • Stoppato, A., Cavazzini, G., Ardizzon, G. ve Rossetti, A. (2014). A PSO (particle swarm optimization)-based model for the optimal management of a small PV (Photovoltaic)-pump hydro energy storage in a rural dry area, Energy, 76, 168-174.
  • Yazarlara ait yayın. (2014).
  • Vieira, B., Viana, A., Matos, M. ve Pedroso, J.P. (2016). A multiple criteria utility-based approach for unit commitment with wind power and pumped storage hydro, Electric Power Systems Research, 131, 244-254.
  • Yıldız, C. ve Şekkeli, M. (2016). Türkiye gün öncesi elektrik piyasasında rüzgar enerjisi ve pompaj depolamalı hidroelektrik santral için optimum teklif oluşturulması, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 22(5), 361-366.
Year 2018, , 74 - 87, 31.05.2018
https://doi.org/10.31796/ogummf.357159

Abstract

References

  • Al-Swaiti, M.S., Al-Awami, A.T. ve Khalid, M.W. (2017). Co-optimized trading of wind-thermal-pumped storage system in energy and regulation markets, Energy, 138, 991-1005.
  • Attya, A.B.T. ve Hartkopf, T. (2015). Utilising stored wind energy by hydro-pumped storage to provide frequency support at high levels of wind energy penetration, IET Generation, Transmission & Distribution, 9(12), 1485-1497.
  • Bruninx, K., Dvorkin, Y., Delarue, E., Pandžić, H., D’haeseleer, W. ve Kirschen. D.S. (2016). Coupling pumped hydro energy storage with unit commitment, IEEE Transactions on Sustainable Energy, 7(2), 786-796.
  • Chen, C.L., Chen, H.C. ve Lee, J.Y. (2016). Application of a generic superstructure-based formulation to the design of wind-pumped-storage hybrid systems on remote islands, Energy Conversion and Management, 111, 339-351.
  • de Boer, H.S., Grond, L., Moll, H. ve Benders, R. (2014). The application of power-to-gas, pumped hydro storage and compressed air energy storage in an electricity system at different wind power penetration levels, Energy, 72, 360-370.
  • de la Nieta, A.A.S., Contreras, J. ve Catalão, J.P. (2016). Optimal single wind hydro-pump storage bidding in day-ahead markets including bilateral contracts, IEEE Transactions on Sustainable Energy, 7(3), 1284-1294.
  • Yazarlara ait yayın. (2017).
  • Foley, A.M., Leahy, P.G., Li, K., McKeogh, E.J. ve Morrison, A.P. (2015). A long-term analysis of pumped hydro storage to firm wind power, Applied Energy, 137, 638-648.
  • Global Wind Energy Council. (2016). Global wind report annual market update.
  • Iowa State University of Science and Technology. The Iowa Environmental Mesonet (IEM). http://mesonet.agron.iastate.edu/request/download.phtml?network=CA_ASOS. Erişim tarihi: 1 Ağustos 2017.
  • Khodayar, M.E., Shahidehpour, M. ve Wu, L. (2013). 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.
  • Kiran, B.D.H. ve Kumari, M.S. (2016). Demand response and pumped hydro storage scheduling for balancing wind power uncertainties: A probabilistic unit commitment approach, International Journal of Electrical Power & Energy Systems, 81, 114-122.
  • Kusakana, K. (2016). Optimal scheduling for distributed hybrid system with pumped hydro storage. Energy Conversion and Management, 111, 253-260.
  • Ma, T., Yang, H. ve Lu, L. (2014). Feasibility study and economic analysis of pumped hydro storage and battery storage for a renewable energy powered island, Energy Conversion and Management, 79, 387-397.
  • Ma, T., Yang, H., Lu, L. ve Peng, J. (2015). Optimal design of an autonomous solar–wind-pumped storage power supply system, Applied Energy, 160, 728-736.
  • Ma, T., Yang, H., Lu, L. ve Peng, J. (2015). Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization, Applied Energy, 137, 649-659.
  • Ming, Z., Kun, Z. ve Liang, W. (2014). Study on unit commitment problem considering wind power and pumped hydro energy storage, International Journal of Electrical Power & Energy Systems, 63, 91-96.
  • Morales, J.M., Conejo, A.J., Madsen, H., Pinson, P. ve Zugno, M. Integrating renewables in electricity markets: operational problems, Yayın No: 205, Springer Science & Business Media, USA, Springer, 2013.
  • Papaefthymiou, S.V., Lakiotis, V.G., Margaris, I.D. ve Papathanassiou, S.A. (2015). Dynamic analysis of island systems with wind-pumped-storage hybrid power stations, Renewable Energy, 74, 544-554.
  • Papaefthymiou, S.V. ve Papathanassiou, S.A. (2014). Optimum sizing of wind-pumped-storage hybrid power stations in island systems, Renewable Energy, 64, 187-196.
  • Yazarlara ait yayın. (2016).
  • Pérez-Díaz, J.I. ve Jiménez, J. (2016). Contribution of a pumped-storage hydropower plant to reduce the scheduling costs of an isolated power system with high wind power penetration, Energy, 109, 92-104.
  • Petrakopoulou, F., Robinson, A. ve Loizidou, M. (2016). Simulation and analysis of a stand-alone solar-wind and pumped-storage hydropower plant, Energy, 96, 676-683.
  • Sousa, J.A., Teixeira, F. ve Faias, S. (2014). Impact of a price-maker pumped storage hydro unit on the integration of wind energy in power systems, Energy, 69, 3-11.
  • Stoppato, A., Cavazzini, G., Ardizzon, G. ve Rossetti, A. (2014). A PSO (particle swarm optimization)-based model for the optimal management of a small PV (Photovoltaic)-pump hydro energy storage in a rural dry area, Energy, 76, 168-174.
  • Yazarlara ait yayın. (2014).
  • Vieira, B., Viana, A., Matos, M. ve Pedroso, J.P. (2016). A multiple criteria utility-based approach for unit commitment with wind power and pumped storage hydro, Electric Power Systems Research, 131, 244-254.
  • Yıldız, C. ve Şekkeli, M. (2016). Türkiye gün öncesi elektrik piyasasında rüzgar enerjisi ve pompaj depolamalı hidroelektrik santral için optimum teklif oluşturulması, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 22(5), 361-366.
There are 28 citations in total.

Details

Primary Language Turkish
Subjects Electrical Engineering
Journal Section Research Articles
Authors

Akın Taşcıkaraoğlu 0000-0001-8696-6516

Ozan Erdinç

Publication Date May 31, 2018
Acceptance Date March 6, 2018
Published in Issue Year 2018

Cite

APA Taşcıkaraoğlu, A., & Erdinç, O. (2018). POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi, 26(2), 74-87. https://doi.org/10.31796/ogummf.357159
AMA Taşcıkaraoğlu A, Erdinç O. POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI. ESOGÜ Müh Mim Fak Derg. May 2018;26(2):74-87. doi:10.31796/ogummf.357159
Chicago Taşcıkaraoğlu, Akın, and Ozan Erdinç. “POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI”. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi 26, no. 2 (May 2018): 74-87. https://doi.org/10.31796/ogummf.357159.
EndNote Taşcıkaraoğlu A, Erdinç O (May 1, 2018) POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 26 2 74–87.
IEEE A. Taşcıkaraoğlu and O. Erdinç, “POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI”, ESOGÜ Müh Mim Fak Derg, vol. 26, no. 2, pp. 74–87, 2018, doi: 10.31796/ogummf.357159.
ISNAD Taşcıkaraoğlu, Akın - Erdinç, Ozan. “POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 26/2 (May 2018), 74-87. https://doi.org/10.31796/ogummf.357159.
JAMA Taşcıkaraoğlu A, Erdinç O. POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI. ESOGÜ Müh Mim Fak Derg. 2018;26:74–87.
MLA Taşcıkaraoğlu, Akın and Ozan Erdinç. “POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI”. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi, vol. 26, no. 2, 2018, pp. 74-87, doi:10.31796/ogummf.357159.
Vancouver Taşcıkaraoğlu A, Erdinç O. POMPALANMIŞ SU TABANLI ENERJİ DEPOLAMA ÜNİTESİ KULLANIMINA VE DİNAMİK FİYATLANDIRMAYA DAYANAN BİR KAZANÇ OPTİMİZASYONU YAKLAŞIMI. ESOGÜ Müh Mim Fak Derg. 2018;26(2):74-87.

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