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

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          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.

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          Cell modelling and model parameters estimation techniques for photovoltaic simulator application: A review

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            Social, economical and environmental impacts of renewable energy systems

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              Optimal sizing of an autonomous photovoltaic/wind/battery/diesel generator microgrid using grasshopper optimization algorithm

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Writing – original draft
                Role: ConceptualizationRole: MethodologyRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: SupervisionRole: Writing – review & editing
                Role: ResourcesRole: SoftwareRole: Writing – review & editing
                Role: SoftwareRole: Validation
                Role: Software
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                26 April 2022
                2022
                : 17
                : 4
                : e0266660
                Affiliations
                [1 ] Centre of Electrical Energy Systems, School of Electrical Engineering, Universiti Teknologi Malaysia (UTM), Johor Baharu, Malaysia
                [2 ] Department of Electrical Engineering, Balochistan University of Information Technology, Engineering and Management Sciences (BUITMS), Quetta, Pakistan
                [3 ] Department of Electrical Engineering, Government College University Faisalabad (GCUF), Faisalabad, Pakistan
                [4 ] University Sains Malaysia (USM), Penang, Malaysia
                [5 ] The Islamia University of Bahawalpur, Bahawalpur, Pakistan
                National University of Sciences and Technology, PAKISTAN
                Author notes

                Competing Interests: NO authors have competing interests.

                Author information
                https://orcid.org/0000-0001-8833-4563
                https://orcid.org/0000-0001-9609-4563
                https://orcid.org/0000-0003-4284-8141
                Article
                PONE-D-21-01708
                10.1371/journal.pone.0266660
                9041839
                35471991
                5d290145-9828-418c-849f-06891772f3a2
                © 2022 Bakht et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 17 January 2021
                : 24 March 2022
                Page count
                Figures: 18, Tables: 4, Pages: 29
                Funding
                The author(s) received no specific funding for this work.
                Categories
                Research Article
                Engineering and Technology
                Energy and Power
                Power Distribution
                Power Grids
                Biology and Life Sciences
                Physiology
                Physiological Processes
                Molting
                Engineering and Technology
                Energy and Power
                Alternative Energy
                Physical Sciences
                Physics
                Electricity
                People and Places
                Geographical Locations
                Asia
                Pakistan
                Social Sciences
                Economics
                Physical Sciences
                Mathematics
                Optimization
                Engineering and Technology
                Energy and Power
                Fuels
                Physical Sciences
                Materials Science
                Materials
                Fuels
                Custom metadata
                The data underlying the results presented in the study are available from Solecast website and the load shedding data can be accessed from website of ministry of energy (power division) Pakistan. Data can be accessed from following URLs https://solcast.com/historical-and-tmy/ (Meteorological data) http://ccms.pitc.com.pk/FeederDetails (Local feeder load shedding schedule).

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