Economic and environmental analysis of a hybrid solar, wind and pumped storage hydroelectric energy source: a Polish perspective

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This paper introduces a mixed integer non-linear mathematical model for a simulation of a hybrid energy source consisting of photovoltaics (PV), wind turbines (WT) and pumped storage hydroelectricity (PSH). The concept of PV–WT–PSH has been well described and evaluated for sparsely populated or remote areas such as islands. Here, due to the rapid development of renewable energy sources and most importantly the variable (non-dispatchable) energy sources such as wind and solar, the idea of wind and solar powered PSHs has been investigated in the context of the national energy system. The economic and environmental impact of the proposed hybrid has been assessed. The results reveal that to cover almost 40% of the energy demand one should expect the energy cost to increase by 25%.

[1] B. Igliński, G. Piechota, and R. Buczkowski, “Development of biomass in Polish energy sector: an overview”, Clean Technologies and Environmental Policy 17(2), 317‒329

[2] B. Igliński, A. Iglińska, G. Koziński, M. Skrzatek, and R. Buczkowski, “Wind energy in Poland–History, current state, surveys, Renewable Energy Sources Act, SWOT analysis”, Renewable and Sustainable Energy Reviews 64, (2016).

[3] J.H. Seinfeld and S.N. Pandis, Atmospheric Chemistry and Physics: From Air pollution to Climate Change, John Wiley & Sons, 2016.

[4] J. Twidell and T. Weir, Renewable Energy Resources, Routledge, 2015.

[5] M.A. Green, K. Emery, Y. Hishikawa, W. Warta, and E.D. Dunlop, Solar cell efficiency tables (Version 45), Progress in photovoltaics: research and applications 23(1), 1‒9 (2015).

[6] B. Liu, M. Holmbom, A. Segerstedt, and W. Chen, “Effects of carbon emission regulations on remanufacturing decisions with limited information of demand distribution”, International Journal of Production Research 53(2), 532‒548 (2015).

[7] T. Hong, P. Pinson, S. Fan, H. Zareipour, A. Troccoli, and R.J. Hyndman, “Probabilistic energy forecasting: Global energy forecasting competition 2014 and beyond”, International Journal of Forecasting 32(3), 896‒913 (2016).

[8] T. Kaur, S. Kumar, and R. Segal, “Application of artificial neural network for short term wind speed forecasting”, Biennial International Conference on Power and Energy Systems: Towards Sustainable Energy (PESTSE), 1‒5 (2016).

[9] O.B. Shukur and M.H. Lee, “Daily wind speed forecasting through hybrid KF-ANN model based on ARIMA”, Renewable Energy 76, 637‒647 (2015).

[10] J.R. Trapero, N. Kourentzes, and A. Martin, “Short-term solar irradiation forecasting based on dynamic harmonic regression”, Energy 84, 289‒295 (2015).

[11] A. Ahmad, T.N. Anderson, and T.T. Lie, “Hourly global solar irradiation forecasting for New Zealand”, Solar Energy 122, 1398‒1408 (2015).

[12] M.M. Miglietta, T. Huld, and F. Monforti-Ferrario, “Local complementarity of wind and solar energy resources over Europe: an assessment study from a meteorological perspective”, Journal of Applied Meteorology and Climatology (2016).

[13] A.R. Silva, F.M. Pimenta, A.T. Assireu, Spyrides, and M.H.C., “Complementarity of Brazil’s hydro and offshore wind power”, Renewable and Sustainable Energy Reviews 56, 413‒427 (2016).

[14] J. Jurasz and B. Ciapała, “Integrating photovoltaics into energy systems by using a run-off-river power plant with pondage to smooth energy exchange with the power grid”, Applied Energy 198, 21‒35 (2017).

[15] V. Khare, S. Nema, and P. Baredar, “Solar–wind hybrid renewable energy system: A review”, Renewable and Sustainable Energy Reviews 58, 23‒33 (2016).

[16] F. Díaz-González, A. Sumper, O. Gomis-Bellmunt, and R. Villafáfila-Robles, “A review of energy storage technologies for wind power applications”, Renewable and Sustainable Energy Reviews 16(4), 2154‒2171 (2012).

[17] A. Evans, V. Strezov, and T. J. Evans, “Assessment of utility energy storage options for increased renewable energy penetration”, Renewable and Sustainable Energy Reviews 16(6), 4141‒4147 (2012).

[18] A. Kies, B. U. Schyska, and L. von Bremen, „The Demand Side Management Potential to Balance a Highly Renewable European Power System”, Energies 9(11), 955 (2016).

[19] M.Z. Jacobson and M.A. Delucchi, “Providing all global energy with wind, water, and solar power, Part I: Technologies, energy resources, quantities and areas of infrastructure, and materials”, Energy Policy 39(3), 1154‒1169 (2011).

[20] M.A. Delucchi and M.Z. Jacobson, “Providing all global energy with wind, water, and solar power, Part II: Reliability, system and transmission costs, and policies”, Energy policy 39(3), 1170‒1190 (2011).

[21] J. Jurasz and A. Piasecki, “Evaluation of the complementarity of wind energy resources, solar radiation and flowing water–a case study of Piła”, Acta Energetica (2016).

[22] J. Jurasz, A. Piasecki, and M. Wdowikowski, “Assessing temporal complementarity of solar, wind and hydrokinetic energy”, E3S Web of Conferences Vol. 10, p. 00032 (2016).

[23] C.E. Hoicka and I.H. Rowlands, “Solar and wind resource complementarity: Advancing options for renewable electricity integration in Ontario, Canada”, Renewable Energy 36(1), 97‒107 (2011).

[24] Y. Li, V.G. Agelidis, and Y. Shrivastava, “Wind-solar resource complementarity and its combined correlation with electricity load demand”, 4th IEEE Conference on Industrial Electronics and Applications, 3623‒3628 (2009).

[25] J.K. Kaldellis, M. Kapsali, and K.A. Kavadias, “Energy balance analysis of wind-based pumped hydro storage systems in remote island electrical networks”, Applied Energy 87(8), 2427‒2437 (2010).

[26] M. Kapsali, J.S. Anagnostopoulos, and J.K. Kaldellis, “Wind powered pumped-hydro storage systems for remote islands: a complete sensitivity analysis based on economic perspectives”, Applied Energy 99, 430‒444 (2012).

[27] M. Kapsali and J.K. Kaldellis, “Combining hydro and variable wind power generation by means of pumped-storage under economically viable terms”, Applied Energy 87(11), 3475‒3485 (2010).

[28] D.A. Katsaprakakis, D.G. Christakis, K. Pavlopoylos, S. Stamataki, I. Dimitrelou, I. Stefanakis, and P. Spanos, “Introduction of a wind powered pumped storage system in the isolated insular power system of Karpathos–Kasos”, Applied Energy 97, 38‒48 (2012).

[29] J. Jurasz, J. Mikulik, and A. Piasecki, “Use of pumped-storage hydroelectricity to compensate for the inherent variability of wind energy”, 8th Eastern European Young Water Professionals Conference, 758‒765 (2016).

[30] J. Jurasz and J. Mikulik, “Scheduling opearation of wind powered pumped-storage hydroelectricity”, 13th International Conference on Industrial Logistics, 74‒83 (2016).

[31] M.A. Hessami and D.R. Bowly, “Economic feasibility and optimisation of an energy storage system for Portland Wind Farm (Victoria, Australia)”, Applied Energy 88(8), 2755‒2763 (2011).

[32] K. Hedegaard and P. Meibom, “Wind power impacts and electricity storage–A time scale perspective”, Renewable Energy 37(1), 318‒324 (2012).

[33] T. Ma, H. Yang, L. Lu, and J. Peng, “Pumped storage-based standalone photovoltaic power generation system: modeling and techno-economic optimization”, Applied Energy 137, 649‒659 (2015).

[34] T. Ma, H. Yang, L. Lu, and J. Peng, “Optimal design of an autonomous solar–wind-pumped storage power supply system”, Applied Energy 160, 728‒736 (2015).

[35] T. Ma, H. Yang, and L. Lu, (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 (2014).

[36] D.A. Katsaprakakis, “Hybrid power plants in non-interconnected insular systems”, Applied Energy 164, 268‒283 (2016).

[37] J. Jurasz and J. Mikulik, “Investigating theoretical PV energy generation patterns with their relation to the power load curve in Poland”, International Journal of Photoenergy, (2016).

[38] J. Jurasz, M. Krzywda, and J. Mikulik, “How might residential PV change the energy demand curve in Poland”, E3S Web of Conferences Vol. 10, p. 00059 (2016).

[39] J. Jurasz, J. Mikulik, and A. Piasecki, “The Influence of temperature variability on electrical energy demand in Poland in the years 2002‒2015” (in Polish), Przegląd Elektrotechniczny (Electrical Review) 92, 257‒261 (2016).

[40] A. Steiner, C. Köhler, I. Metzinger, A. Braun, M. Zirkelbach, D. Ernst, and B. Ritter, “Critical weather situations for renewable energies–Part A: Cyclone detection for wind power”, Renewable Energy 101, 41‒50 (2017).

[41] C. Köhler, A. Steiner, Y.M. Saint-Drenan, D. Ernst, A. Bergmann-Dick, M. Zirkelbach, and B. Ritter, “Critical weather situations for renewable energies–Part B: Low stratus risk for solar power”, Renewable Energy 101, 794‒803 (2017).

[43] V.M. Fthenakis and H.C. Kim, “Photovoltaics: Life-cycle analyses”, Solar Energy 85(8), 1609‒1628 (2011).

[44] S.L. Dolan and G.A. Heath, “Life cycle greenhouse gas emissions of utility-scale wind power”, Journal of Industrial Ecology 16(s1), S136-S154 (2012).

[45] K. Flury and R. Frischknecht, “Life cycle inventories of hydroelectric power generation”, ESU-Services, Fair Consulting in Sustainability, commissioned by Oko-Institute eV, 1‒51 (2012).

[47] C. Kost, J.N. Mayer, J. Thomsen, N. Hartmann, C. Senkpiel, S. Philipps, and T. Schlegl, “Levelized cost of electricity renewable energy technologies”, Fraunhofer Institute for Solar Energy Systems ISE (2013).

[48] S. Sundararagavan and E. Baker, “Evaluating energy storage technologies for wind power integration”, Solar Energy 86 (9), 2707‒2717 (2012).

[49] G.L. Kyriakopoulos and G. Arabatzis, “Electrical energy storage systems in electricity generation: energy policies, innovative technologies, and regulatory regimes”, Renewable and Sustainable Energy Reviews 56, 1044‒1067 (2016).

[53] T. Głąb, A. Godela, M. Myga-Nowak, J. Jurasz, and J. Boratyński “Perpective of use of sun and wind energy in the chlor-alkali industry”, Przegląd Naukowo-Metodyczny (Science-Methodical Review) 1, 1180‒1199 (2016).

Bulletin of the Polish Academy of Sciences Technical Sciences

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Journal Information

IMPACT FACTOR 2016: 1.156
5-year IMPACT FACTOR: 1.238

CiteScore 2016: 1.50

SCImago Journal Rank (SJR) 2016: 0.457
Source Normalized Impact per Paper (SNIP) 2016: 1.239

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