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Optimization of a Hybrid Solar PV and Gas Turbine Generator System Using the Loss of Load Probability Index

Author

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  • Mohamed Atef

    (Department of Electrical & Electronic Engineering, Universiti Teknologi PETRONAS, Perak 32610, Malaysia)

  • Tamer Khatib

    (Department of Energy Engineering & Environment, An-Najah National University, Nablus 97300, Palestine)

  • Muhammad Faris Abdullah

    (Department of Electrical & Electronic Engineering, Universiti Teknologi PETRONAS, Perak 32610, Malaysia)

  • Mohd Fakhizan Romlie

    (Department of Electrical & Electronic Engineering, Universiti Teknologi PETRONAS, Perak 32610, Malaysia)

Abstract

In this paper, an optimization approach for designing a hybrid renewable energy system with zero load rejection is presented for a specific location in Malaysia. The proposed renewble energy system includes photovoltaic system, gas turbine generator and battery bank. The aim of the optimization process is to design the system with a loss of load probability that is less than 1%. An improved numerical algorithm is proposed in this paper. Moreover, a comparison between electrification options, including the existing gas-turbine-based generator (existing system), electricity grid and the proposed system, is presented in terms of the annualized total life-cycle cost. The results show that the proposed system can reduce the annual running cost by USD 2.1 million, while the electricity grid connection option can reduce the annual cost by USD 1.16 million as compared to the existing gas-turbine-based generator. In addition to this, the proposed optimization algorithm provides a reliable power system with zero load rejection based on simulation results.

Suggested Citation

  • Mohamed Atef & Tamer Khatib & Muhammad Faris Abdullah & Mohd Fakhizan Romlie, 2020. "Optimization of a Hybrid Solar PV and Gas Turbine Generator System Using the Loss of Load Probability Index," Clean Technol., MDPI, vol. 2(3), pages 1-12, July.
    • Handle: RePEc:gam:jcltec:v:2:y:2020:i:3:p:16-251:d:384112
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    References listed on IDEAS

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    1. Comodi, Gabriele & Renzi, Massimiliano & Cioccolanti, Luca & Caresana, Flavio & Pelagalli, Leonardo, 2015. "Hybrid system with micro gas turbine and PV (photovoltaic) plant: Guidelines for sizing and management strategies," Energy, Elsevier, vol. 89(C), pages 226-235.
    2. Shen, W.X., 2009. "Optimally sizing of solar array and battery in a standalone photovoltaic system in Malaysia," Renewable Energy, Elsevier, vol. 34(1), pages 348-352.
    3. Pavković, D. & Hoić, M. & Deur, J. & Petrić, J., 2014. "Energy storage systems sizing study for a high-altitude wind energy application," Energy, Elsevier, vol. 76(C), pages 91-103.
    4. Sinha, Sunanda & Chandel, S.S., 2015. "Review of recent trends in optimization techniques for solar photovoltaic–wind based hybrid energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 755-769.
    5. Khatib, Tamer & Mohamed, Azah & Sopian, K., 2013. "A review of photovoltaic systems size optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 454-465.
    6. Saboori, Hedayat & Hemmati, Reza & Jirdehi, Mehdi Ahmadi, 2015. "Reliability improvement in radial electrical distribution network by optimal planning of energy storage systems," Energy, Elsevier, vol. 93(P2), pages 2299-2312.
    7. Ogunjuyigbe, A.S.O. & Ayodele, T.R. & Akinola, O.A., 2016. "Optimal allocation and sizing of PV/Wind/Split-diesel/Battery hybrid energy system for minimizing life cycle cost, carbon emission and dump energy of remote residential building," Applied Energy, Elsevier, vol. 171(C), pages 153-171.
    8. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    9. Federica Cucchiella & Idiano D’Adamo & Massimo Gastaldi & Vincenzo Stornelli, 2018. "Solar Photovoltaic Panels Combined with Energy Storage in a Residential Building: An Economic Analysis," Sustainability, MDPI, vol. 10(9), pages 1-29, August.
    10. Jaber, J. O. & Odeh, S. D. & Probert, S. D., 2003. "Integrated PV and gas-turbine system for satisfying peak-demands," Applied Energy, Elsevier, vol. 76(4), pages 305-319, December.
    11. Basrawi, Firdaus & Yamada, Takanobu & Obara, Shin’ya, 2014. "Economic and environmental based operation strategies of a hybrid photovoltaic–microgas turbine trigeneration system," Applied Energy, Elsevier, vol. 121(C), pages 174-183.
    12. Haghighat Mamaghani, Alireza & Avella Escandon, Sebastian Alberto & Najafi, Behzad & Shirazi, Ali & Rinaldi, Fabio, 2016. "Techno-economic feasibility of photovoltaic, wind, diesel and hybrid electrification systems for off-grid rural electrification in Colombia," Renewable Energy, Elsevier, vol. 97(C), pages 293-305.
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    Cited by:

    1. Thirunavukkarasu, M. & Sawle, Yashwant & Lala, Himadri, 2023. "A comprehensive review on optimization of hybrid renewable energy systems using various optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 176(C).

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