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Technical and economic analysis of biogas and solar photovoltaic (PV) hybrid renewable energy system for dairy cattle barns

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  • Kirim, Yavuz
  • Sadikoglu, Hasan
  • Melikoglu, Mehmet

Abstract

Novel to this study, modular hybrid renewable energy systems comprising of biogas and solar photovoltaic (PV) are designed for various dairy cattle barns located in Konya, Erzurum and İzmir provinces of Turkey. It is estimated that the grid-connected system including PV and biomass are more feasible than the stand-alone biomass system in terms of net present cost, return on investment, cost of energy and annual worth. Thirteen independent variables are used to predict the contribution of electricity generation from the modular hybrid renewable energy systems to Turkey's gross domestic product. Optimum annual worth of different cattle barns is chosen as an independent econometric variable. Linear, ridge, lasso and elastic net regression models are generated. Among these regression models, ridge regression gives the highest coefficient of determination as 0.92, and the lowest root mean squared error value of 0.463 (million $). The lowest net present cost values of grid-connected barn systems with five different cattle capacities are found as $36942, $54219, $270119, $721516 and $3097716, respectively. It is found that total installed cost of solar energy has the strongest effect on the share of electricity generation in terms of the effect on the gross domestic product, which is calculated as 97%.

Suggested Citation

  • Kirim, Yavuz & Sadikoglu, Hasan & Melikoglu, Mehmet, 2022. "Technical and economic analysis of biogas and solar photovoltaic (PV) hybrid renewable energy system for dairy cattle barns," Renewable Energy, Elsevier, vol. 188(C), pages 873-889.
    • Handle: RePEc:eee:renene:v:188:y:2022:i:c:p:873-889
    DOI: 10.1016/j.renene.2022.02.082
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    1. Demiroren, A. & Yilmaz, U., 2010. "Analysis of change in electric energy cost with using renewable energy sources in Gökceada, Turkey: An island example," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 323-333, January.
    2. Türkay, Belgin Emre & Telli, Ali Yasin, 2011. "Economic analysis of standalone and grid connected hybrid energy systems," Renewable Energy, Elsevier, vol. 36(7), pages 1931-1943.
    3. Rajbongshi, Rumi & Borgohain, Devashree & Mahapatra, Sadhan, 2017. "Optimization of PV-biomass-diesel and grid base hybrid energy systems for rural electrification by using HOMER," Energy, Elsevier, vol. 126(C), pages 461-474.
    4. Melikoglu, Mehmet, 2016. "The role of renewables and nuclear energy in Turkey׳s Vision 2023 energy targets: Economic and technical scrutiny," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1-12.
    5. Muh, Erasmus & Tabet, Fouzi, 2019. "Comparative analysis of hybrid renewable energy systems for off-grid applications in Southern Cameroons," Renewable Energy, Elsevier, vol. 135(C), pages 41-54.
    6. Deshmukh, M.K. & Deshmukh, S.S., 2008. "Modeling of hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 235-249, January.
    7. Mellouk, Lamyae & Ghazi, M. & Aaroud, A. & Boulmalf, M. & Benhaddou, D. & Zine-Dine, K., 2019. "Design and energy management optimization for hybrid renewable energy system- case study: Laayoune region," Renewable Energy, Elsevier, vol. 139(C), pages 621-634.
    8. Wickham, Hadley, 2011. "The Split-Apply-Combine Strategy for Data Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i01).
    9. Ahmad, Jameel & Imran, Muhammad & Khalid, Abdullah & Iqbal, Waseem & Ashraf, Syed Rehan & Adnan, Muhammad & Ali, Syed Farooq & Khokhar, Khawar Siddique, 2018. "Techno economic analysis of a wind-photovoltaic-biomass hybrid renewable energy system for rural electrification: A case study of Kallar Kahar," Energy, Elsevier, vol. 148(C), pages 208-234.
    10. Parihar, Amit Kumar Singh & Sethi, Virendra & Banerjee, Rangan, 2019. "Sizing of biomass based distributed hybrid power generation systems in India," Renewable Energy, Elsevier, vol. 134(C), pages 1400-1422.
    11. Tiwary, Abhishek & Spasova, Stanislava & Williams, Ian D., 2019. "A community-scale hybrid energy system integrating biomass for localised solid waste and renewable energy solution: Evaluations in UK and Bulgaria," Renewable Energy, Elsevier, vol. 139(C), pages 960-967.
    12. Shahzad, M. Kashif & Zahid, Adeem & ur Rashid, Tanzeel & Rehan, Mirza Abdullah & Ali, Muzaffar & Ahmad, Mueen, 2017. "Techno-economic feasibility analysis of a solar-biomass off grid system for the electrification of remote rural areas in Pakistan using HOMER software," Renewable Energy, Elsevier, vol. 106(C), pages 264-273.
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