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Techno-economic modelling of hybrid energy system to overcome the load shedding problem: A case study of Pakistan

Author

Listed:
  • Muhammad Paend Bakht
  • Zainal Salam
  • Abdul Rauf Bhatti
  • Usman Ullah Sheikh
  • Nuzhat Khan
  • Waqas Anjum

Abstract

This paper demonstrates the application of hybrid energy system (HES) that comprises of photovoltaic (PV) array, battery storage system (BSS) and stand-by diesel generator (DGen) to mitigate the problem of load shedding. The main work involves techno-economic modelling to optimize the size of HES such that the levelized cost of electricity (LCOE) is minimized. The particle swarm optimization (PSO) algorithm is used to determine the optimum size of the components (PV, BSS). Simulations are performed in MATLAB using real dataset of irradiance, temperature and load shedding schedule of the small residential community situated in the city of Quetta, Pakistan. The LCOE for the HES system under study is 8.32 cents/kWh—which is lower than the conventional load shedding solution, namely the uninterruptable power supply (UPS) (13.06 cents/kWh) and diesel and generator system (29.19 cents/kWh). In fact, the LCOE of the HRES is lower than the grid electricity price of Pakistan (9.3 cents/kWh). Besides that, the HES alleviates the grid burden by 47.9% and 13.1% compared to the solution using the UPS and generator, respectively. The outcomes of the study suggests that HES is able to improve reliability and availability of electric power for regions that is affected by the load shedding issue.

Suggested Citation

  • Muhammad Paend Bakht & Zainal Salam & Abdul Rauf Bhatti & Usman Ullah Sheikh & Nuzhat Khan & Waqas Anjum, 2022. "Techno-economic modelling of hybrid energy system to overcome the load shedding problem: A case study of Pakistan," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-29, April.
    • Handle: RePEc:plo:pone00:0266660
    DOI: 10.1371/journal.pone.0266660
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    References listed on IDEAS

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    1. Ali, Fahad & Ahmar, Muhammad & Jiang, Yuexiang & AlAhmad, Mohammad, 2021. "A techno-economic assessment of hybrid energy systems in rural Pakistan," Energy, Elsevier, vol. 215(PA).
    2. Khawaja, Yara & Allahham, Adib & Giaouris, Damian & Patsios, Charalampos & Walker, Sara & Qiqieh, Issa, 2019. "An integrated framework for sizing and energy management of hybrid energy systems using finite automata," Applied Energy, Elsevier, vol. 250(C), pages 257-272.
    3. Akella, A.K. & Saini, R.P. & Sharma, M.P., 2009. "Social, economical and environmental impacts of renewable energy systems," Renewable Energy, Elsevier, vol. 34(2), pages 390-396.
    4. Lai, Chun Sing & McCulloch, Malcolm D., 2017. "Levelized cost of electricity for solar photovoltaic and electrical energy storage," Applied Energy, Elsevier, vol. 190(C), pages 191-203.
    5. Zhang, Liang & Ruan, Jian & Ding, Jianhua, 2014. "The institutional power shortage in China: Capacity shortage or capacity under-utilisation?," Applied Energy, Elsevier, vol. 136(C), pages 480-494.
    6. Khalid, Anjum & Junaidi, Haroon, 2013. "Study of economic viability of photovoltaic electric power for Quetta – Pakistan," Renewable Energy, Elsevier, vol. 50(C), pages 253-258.
    7. Peng Ou & Ruting Huang & Xin Yao, 2016. "Economic Impacts of Power Shortage," Sustainability, MDPI, vol. 8(7), pages 1-21, July.
    8. Maleki, Akbar & Ameri, Mehran & Keynia, Farshid, 2015. "Scrutiny of multifarious particle swarm optimization for finding the optimal size of a PV/wind/battery hybrid system," Renewable Energy, Elsevier, vol. 80(C), pages 552-563.
    9. Zubair, Muhammad & Awan, Ahmed Bilal & Rehman, Muhammad Muqeet & Khan, Mohammad Nadeem & Abbas, Ghulam, 2021. "Residential and commercial UPS User's contribution to load shedding and possible solutions using renewable energy," Energy Policy, Elsevier, vol. 151(C).
    10. Ahmed, Jubaer & Salam, Zainal, 2015. "An improved perturb and observe (P&O) maximum power point tracking (MPPT) algorithm for higher efficiency," Applied Energy, Elsevier, vol. 150(C), pages 97-108.
    11. Chin, Vun Jack & Salam, Zainal & Ishaque, Kashif, 2015. "Cell modelling and model parameters estimation techniques for photovoltaic simulator application: A review," Applied Energy, Elsevier, vol. 154(C), pages 500-519.
    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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