Abstract
The potential of solar PV is location-dependent that needs to be assessed before installation. This study focuses on the assessment of a solar PV potential of a site on coordinates −29.853762°, 031.00634°, at Glenmore Crescent, Durban North, South Africa. In addition, it evaluates the performance of a 6-kWp installed capacity grid-connected rooftop solar PV system to supply electricity to a household. The results, obtained from PV design and simulation tools—PV*SOL, Solargis prospect, and pvPlanner, were used to analyze and establish the PV system’s economic and technical viability. The configuration of the system is as follows: load profile—a 2-person household with 2-children, energy consumption—3500 kWh, system size—6 kWp, installation type—roof mount, PV module type—c-Si—monocrystalline silicon, efficiency—18.9%, orientation of PV modules -Azimuth 0° and Tilt 30°, inverter 95.9% (Euro efficiency), and no transformer. The results show: meteorological parameters—global horizontal irradiation (GHI) 1659.3 kWh/m2, direct normal irradiation (DNI) 1610.6 kWh/m2, air temperature 20.6 °C; performance parameters—annual PV energy 8639 kWh, Specific annual yield 1403 kWh/kWp, performance ratio (PR) 74.9%, avoided CO2 emissions 5662 kg/year, and solar fraction 42.5%. Others are economic performance parameters—levelised cost of energy (LCOE) 0.1147 USD/kWh, internal rate of return (IRR) 17,671 USD/kWh, and return on investment (ROI) 11%. The results show that the proposed solar PV system under the current conditions is both economically and technically viable for household electrification in Durban North, South Africa.
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Abbreviations
- ALB:
-
Surface albedo
- CAPEX:
-
Capital expenditure
- CDD:
-
Cooling degree days
- CF:
-
Capacity factor
- D2G:
-
Ratio of diffuse horizontal irradiation and global horizontal irradiation
- DIF:
-
Diffuse horizontal irradiation
- DNI:
-
Direct normal irradiation
- GHI:
-
Global horizontal irradiation
- GTI:
-
Global tilted irradiation
- HDD:
-
Heating degree days
- IRR:
-
Internal rate of return
- LCOE:
-
Oevelised cost of energy
- NPV:
-
Net present value
- OPEX:
-
Operating expenses
- PPA:
-
Power purchase agreement
- PR:
-
Performance ratio
- PREC:
-
Precipitation
- PV:
-
Photovoltaic
- PVOUT:
-
Photovoltaic power output
- PWAT:
-
Precipitable water
- RH:
-
Relative humidity
- ROI:
-
Return on investment
- SNOWD:
-
Snow days
- TEMP:
-
Air temperature
- WS:
-
Wind speed
- Dirθ,α :
-
Direct insolation from the sun map
- θ :
-
Centroid at zenith angle
- α :
-
Azimuth angle
- S Const :
-
Solar constant
- β :
-
Transmissivity of the atmosphere
- SunDur θ,α :
-
Time duration represented by the sky sector
- SunGap θ,α :
-
Gap fraction for the sun map sector
- m(θ) :
-
Is the relative optical path length
- AngInθ,α :
-
Angle of incidence between the centroid of the sky sector and the axis normal to the surface
- G z :
-
Is the surface zenith angle
- G a :
-
Is the surface azimuth angle
- θ 1 and θ 2 :
-
Bounding zenith angles Sky sector
- Div azi :
-
Number of azimuthal divisions in the sky map
- PV OUTspecific :
-
Specific photovoltaic power output
- G i :
-
Mum of direct, diffuse, and ground-reflected irradiance incident
- H i :
-
In-plane irradiation
- E out :
-
Energy output
- P o :
-
Array power rating
- L c :
-
Array capture losses
- Y R :
-
Reference yield
- Y F :
-
Array yield
- G CC :
-
Clean reference solar cell irradiance
- G DC :
-
Dirty reference solar cell irradiance
- GL :
-
Soiling loss
References
Alamoud ARM (2000) Characterization and assessment of spectral solar irradiance in Riyadh, Saudi Arabia. J King Saud Univ – Eng Sci 12(2):245–254. https://doi.org/10.1016/S1018-3639(18)30717-7
Aljazeera (2019) "East Africa struggles with heavy rains as thousands displaced." accessed 18/20/2019. https://www.aljazeera.com/news/2019/11/east-africa-struggles-heavy-rains-thousands-displaced-191129061914721.html
Almasoud AH, Gandayh HM (2015) Future of solar energy in Saudi Arabia. J King Saud Univ - Eng Sci 27(2):153–157. https://doi.org/10.1016/j.jksues.2014.03.007
ArcMap (2020) How solar radiation is calculated. https://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-analyst-toolbox/how-solar-radiation-is-calculated.htm. Accessed 19 Sept 2021
Atsu D, Seres I, Farkas I (2021) The state of solar PV and performance analysis of different PV technologies grid-connected installations in Hungary. Renew Sustain Energy Rev 141:110808. https://doi.org/10.1016/j.rser.2021.110808
BostonSolar. 2021. How do temperature and shade affect solar panel efficiency? In Boston Solar.
Carolyn R, Nelson M, Brockman K (2009) "Solar Electric System Design, Operation and Installation: An Overview for Builders in the Pacific Northwest." Washington State University Extension Energy Program
Christoph K, Shammugam S, Fluri V, Peper D, Davoodi Memar A, Schlegl T (2021) Evelized cost of electricity renewable energy technologies June 2021. Fraunhofer Institute for Solar Energy Systems ISE
Cioban A, Criveanu H, Matei F, Pop I, Rotaru A (2013) Aspects of solar radiation analysis using ArcGis. Bulletin UASVM Horticulture 70(2):437–440
Costa SCS, Antonia SA, Diniz C, Kazmerski LL (2018) Solar energy dust and soiling R&D progress: literature review update for 2016. Renew Sustain Energy Rev 82:2504–2536. https://doi.org/10.1016/j.rser.2017.09.015
Cotfas, Daniel N/A. "Measurement of Solar Radiation Calibration of PV cells." accessed 19/05/2021. https://slidetodoc.com/measurement-of-solar-radiation-calibration-of-pv-cells/
Daniel KM, Sunter DA "City-Integrated Renewable Energy for Urban Sustainability." The Goldman School of Public Policy, accessed 30/11/2017. https://gspp.berkeley.edu/research/featured/city-integrated-renewable-energy-for-urban-sustainability.
Dondariya C, Porwal D, Awasthi A, Shukla AK, Sudhakar K, Murali Manohar SR, Bhimte A (2018) Performance simulation of grid-connected rooftop solar PV system for small households: a case study of Ujjain, India. Energy Rep 4:546–553. https://doi.org/10.1016/j.egyr.2018.08.002
ESMAP (2020) Global photovoltaic power potential by country. edited by Global Photovoltaic Power Potential by Country. Energy Sector Management Assistance Program (ESMAP), World Bank, Washington DC
Ebhota WS (2019) Power accessibility, fossil fuel and the exploitation of small hydropower technology in sub-Saharan Africa. Int J Sustain Energy Plan Manage. https://doi.org/10.5278/ijsepm.2019.19.3
Ebhota WS, Tabakov PY (2020) Development of domestic technology for sustainable renewable energy in a zero-carbon emission-driven economy. Int J Environ Sci Technol. https://doi.org/10.1007/s13762-020-02920-9
FloodList (2019a) "DR Congo – 600,000 Affected by Floods in 12 Provinces, Says UN." accessed 18/12/2019. http://floodlist.com/africa/dr-congo-floods-december-2019
FloodList (2019b) "Uganda – More Fatalities After Floods in Central and Eastern Regions." accessed 18/12/2019. http://floodlist.com/africa/uganda-floods-central-eastern-region-december-2019
Fu P, Rich PM (2002) A geometric solar radiation model with applications in agriculture and forestry. Comput Electron Agric 37(1):25–35. https://doi.org/10.1016/S0168-1699(02)00115-1
Fuzen (2021) "List of solar PV design software tools." accessed 03/05/2021. https://www.fuzen.io/solar-epc/list-of-solar-pv-design-software-tools/
GlobalPetrolPrices (2021) "South Africa electricity prices." accessed 14/09/2021. https://www.globalpetrolprices.com/South-Africa/electricity_prices/
Huld T, Waldau AJ, Ossenbrink H, Szabo S, Dunlop E, Taylor N (2014) "Cost maps for unsubsidised photovoltaic electricity." European Commission
IEA (2017) Energy Access Outlook: From Poverty to Prosperity. International Energy Agency (IEA), Paris, France
IEA (2021) Global Energy Review: CO2 Emissions in 2020. International Energy Agency, Paris, France
Ilse KK, Figgis BW, Naumann V, Hagendorf C, Bagdahn J (2018) Fundamentals of soiling processes on photovoltaic modules. Renew Sustain Energy Rev 98:239–254. https://doi.org/10.1016/j.rser.2018.09.015
Khatib T, Mohamed A, Sopian K (2012) A software tool for optimal sizing of PV systems in Malaysia. Model Simul Eng 2012:969248. https://doi.org/10.1155/2012/969248
Kost C, Shammugam S, Fluri V, Peper D, Davoodi Memar A, Schlegl T (2021) Levelized cost of electricity renewable energy technologies. June 2021. Fraunhofer Institute for Solar Energy Systems ISE
Li C (2021) Evaluation of the viability potential of four grid-connected solar photovoltaic power stations in Jiangsu Province, China. Clean Technol Environ Policy. https://doi.org/10.1007/s10098-021-02111-1
Marion B, Adelstein J, Boyle K, Hayden H, Hammond B, Fletcher T, Canada B, Narang D, Shugar D, Wenger H, Kimber A, Mitchell L, Rich G, Townsend T (2005) "Performance parameters for grid-connected PV systems." Conference Record of the Thirty-first IEEE Photovoltaic Specialists Conference, 2005., 3–7
NREL (2016) Transforming Energy through Science. In NREL Fact Sheet. National Renewable Energy Laboratory, Office of Energy Efficiency and Renewable Energy, USA
Nachmany M, Fankhauser S, Townshend M, Collins T, Landesman T, Matthews A, Pavese C, Rietig K, Schleifer P, Setzer J (2014) "The Globe Climate Legislation Study: A Review of Climate Change Legislation in 66 Countries." Globe International and the Grantham Research Institute, London School of Economics, London
Njoku HO, Omeke OM (2020) Potentials and financial viability of solar photovoltaic power generation in Nigeria for greenhouse gas emissions mitigation. Clean Technol Environ Policy 22(2):481–492. https://doi.org/10.1007/s10098-019-01797-8
Park NC, Oh WW, Kim DH (2013) Effect of temperature and humidity on the degradation rate of multicrystalline silicon photovoltaic module. Int J Photoenergy 2013:925280. https://doi.org/10.1155/2013/925280
Quansah DA, Adaramola MS, Appiah GK, Edwin IA (2017) Performance analysis of different grid-connected solar photovoltaic (PV) system technologies with combined capacity of 20 kW located in humid tropical climate. Int J Hydrogen Energy 42(7):4626–4635. https://doi.org/10.1016/j.ijhydene.2016.10.119
Rich PM, Dubayah R, Hetrick WA, Saving SC (1994) "Using viewshed models to calculate intercepted solar radiation: applications in ecology." American Society for Photogrammetry and Remote Sensing Technical Papers:524–529
Rinaldi F, Moghaddampoor F, Najafi B, Marchesi R (2021) Economic feasibility analysis and optimization of hybrid renewable energy systems for rural electrification in Peru. Clean Technol Environ Policy 23(3):731–748. https://doi.org/10.1007/s10098-020-01906-y
Roadmap (2020) "Technology-Roadmap: Solar Photovoltaic (PV) Roadmap for Singapore." accessed 11/05/2021. https://www.nccs.gov.sg/media/publications/technology-roadmap
Sean F (2019) "Chart of the day: These countries create most of the world’s CO2 emissions." accessed 15/09/2021. https://www.weforum.org/agenda/2019/06/chart-of-the-day-these-countries-create-most-of-the-world-s-co2-emissions/
Shiva Kumar B, Sudhakar K (2015) Performance evaluation of 10 MW grid connected solar photovoltaic power plant in India. Energy Rep 1:184–192. https://doi.org/10.1016/j.egyr.2015.10.001
Shrestha AK, Thapa A, Gautam H (2019) Solar radiation, air temperature, relative humidity, and dew point study: Damak, Jhapa, Nepal. Int J Photoenergy 2019:8369231. https://doi.org/10.1155/2019/8369231
Smestad GP, Germer TA, Alrashidi H, Fernández EF, Dey S, Brahma H, Sarmah N, Ghosh A, Sellami N, Hassan IAI, Desouky M, Kasry A, Pesala B, Sundaram S, Florencia Almonacid KS, Reddy TK, Mallick, and Leonardo Micheli. (2020) Modelling photovoltaic soiling losses through optical characterization. Sci Rep 10(1):58. https://doi.org/10.1038/s41598-019-56868-z
Sulaiman SA, Singh AK, Mokhtar MMM, Bou-Rabee MA (2014) Influence of Dirt Accumulation on Performance of PV Panels. Energy Procedia 50:50–56. https://doi.org/10.1016/j.egypro.2014.06.006
Thomas EJ (2014) Nuclear Energy: The Safe, Clean, Cost-Effective Alternative. The Objective Standard, Fall 2013 8(3). https://theobjectivestandard.com/2013/08/nuclear-energy-safe-clean-cost-effective/
UN (2015) "Resolution adopted by the General Assembly on 25 September 2015." United Nations New York
WEC (2013) World Energy Resources: Solar World Energy Council
Weather&Climate (2021) "Climate in Durban (KwaZulu-Natal), South Africa." accessed 25/05/2021. https://weather-and-climate.com/average-monthly-Rainfall-Temperature-Sunshine,durban,South-Africa
Williams ES, Jen T-C (2018) "Photovoltaic solar energy: potentials and outlooks." ASME International Mechanical Engineering Congress and Exposition, Pittsburgh, Pennsylvania, USA
Wolf E (2015) Chapter 9-Large-scale hydrogen energy storage. In: Moseley PT, Garche J (eds) Electrochemical energy storage for renewable sources and grid balancing. Elsevier, Amsterdam, pp 129–142
Worlddata.info. (2021) "Sunrise and sunset in South Africa." accessed 28/05/2021. https://www.worlddata.info/africa/south-africa/sunset.php
Worldmeter (2020) "CO2 Emissions." accessed 15/09/2021. https://www.worldometers.info/co2-emissions/
Worldmeter (2021) "South Africa CO2 Emissions." accessed 15/09/2021. https://www.worldometers.info/co2-emissions/south-africa-co2-emissions/
Zorrilla-Casanova J, Piliougine M, Carretero J, Bernaola-Galván P, Carpena P, Mora-López L, Sidrach-de-Cardona M (2013) Losses produced by soiling in the incoming radiation to photovoltaic modules. Prog Photovoltaics Res Appl 21(4):790–796. https://doi.org/10.1002/pip.1258
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The authors hereby acknowledge the Research and Postgraduate Support Directorate, Institute for Systems Science, and the Management of Durban University of Technology, South Africa, for their continuous support.
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Ebhota, W.S., Tabakov, P.Y. Assessment of solar PV potential and performance of a household system in Durban North, Durban, South Africa. Clean Techn Environ Policy 24, 1241–1259 (2022). https://doi.org/10.1007/s10098-021-02241-6
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DOI: https://doi.org/10.1007/s10098-021-02241-6