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Validation of a Simulation-Based Pre-Assessment Process for Solar Photovoltaic Technology Implemented on Rooftops of South African Shopping Centres

Author

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  • Dirk Johan van Vuuren

    (Postgraduate School of Engineering Management, University of Johannesburg, Johannesburg 2006, South Africa)

  • Annlizé L. Marnewick

    (Postgraduate School of Engineering Management, University of Johannesburg, Johannesburg 2006, South Africa)

  • Jan Harm C. Pretorius

    (Postgraduate School of Engineering Management, University of Johannesburg, Johannesburg 2006, South Africa)

Abstract

The existing processes that determines the yield of a photovoltaic (PV) system before construction commences are fairly unstructured. Research that defines a structured process for simulation purposes is limited. This article builds on prior research where a proposed structured pre-assessment process, which may be applied before construction commences, was generated so that electricity yield from a PV system can be predicted with a higher degree of accuracy, and then subsequently optimized. By implementing the proposed pre-assessment process, calculating the future return on investment (ROI) by private investors is simplified, given that the existing process is restrictive. The research used the results from a South African case study over 24 months to ascertain the validity of the proposed pre-assessment process. The validation process includes analyzing the load demand of the shopping centre before and after the PV system was constructed, comparing the electricity yield from the PV system to the simulation results obtained in the preceding research, and amending the proposed pre-assessment process accordingly for improved electricity estimation. The case study shopping centre operates in Johannesburg, Gauteng, and consumes approximately 5000 kVA under maximum load.

Suggested Citation

  • Dirk Johan van Vuuren & Annlizé L. Marnewick & Jan Harm C. Pretorius, 2021. "Validation of a Simulation-Based Pre-Assessment Process for Solar Photovoltaic Technology Implemented on Rooftops of South African Shopping Centres," Sustainability, MDPI, vol. 13(5), pages 1-26, February.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:5:p:2589-:d:507778
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    1. Benghanem, M., 2011. "Optimization of tilt angle for solar panel: Case study for Madinah, Saudi Arabia," Applied Energy, Elsevier, vol. 88(4), pages 1427-1433, April.
    2. Després, Jacques & Hadjsaid, Nouredine & Criqui, Patrick & Noirot, Isabelle, 2015. "Modelling the impacts of variable renewable sources on the power sector: Reconsidering the typology of energy modelling tools," Energy, Elsevier, vol. 80(C), pages 486-495.
    3. Zoltan Corba & Bane Popadic & Dragan Milicevic & Boris Dumnic & Vladimir A. Katic, 2020. "A Long-Term Condition Monitoring and Performance Assessment of Grid Connected PV Power Plant with High Power Sizing Factor under Partial Shading Conditions," Energies, MDPI, vol. 13(18), pages 1-19, September.
    4. Bohlmann, Jessika & Bohlmann, Heinrich & Inglesi-Lotz, Roula & van Heerden, Jan, 2016. "An economy-wide evaluation of new power generation in South Africa: The case of Medupi and Kusile," Energy Policy, Elsevier, vol. 97(C), pages 450-460.
    5. Cheng, C.L. & Sanchez Jimenez, Charles S. & Lee, Meng-Chieh, 2009. "Research of BIPV optimal tilted angle, use of latitude concept for south orientated plans," Renewable Energy, Elsevier, vol. 34(6), pages 1644-1650.
    6. Shrivastava, R.L. & Vinod Kumar, & Untawale, S.P., 2017. "Modeling and simulation of solar water heater: A TRNSYS perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 126-143.
    7. Lipp, Judith, 2001. "Policy considerations for a sprouting UK green electricity market," Renewable Energy, Elsevier, vol. 24(1), pages 31-44.
    8. Idris Al Siyabi & Arwa Al Mayasi & Aiman Al Shukaili & Sourav Khanna, 2021. "Effect of Soiling on Solar Photovoltaic Performance under Desert Climatic Conditions," Energies, MDPI, vol. 14(3), pages 1-18, January.
    9. Jung, Jinho & Tyner, Wallace E., 2014. "Economic and policy analysis for solar PV systems in Indiana," Energy Policy, Elsevier, vol. 74(C), pages 123-133.
    10. Silvestre, Santiago & Tahri, Ali & Tahri, Fatima & Benlebna, Soumiya & Chouder, Aissa, 2018. "Evaluation of the performance and degradation of crystalline silicon-based photovoltaic modules in the Saharan environment," Energy, Elsevier, vol. 152(C), pages 57-63.
    11. Andersen, Thomas Barnebeck & Dalgaard, Carl-Johan, 2013. "Power outages and economic growth in Africa," Energy Economics, Elsevier, vol. 38(C), pages 19-23.
    12. van Vuuren, Dirk Johan & Marnewick, Annlizé & Pretorius, Jan Harm C., 2019. "A proposed simulation-based theoretical preconstruction process: The case of solar photovoltaic technology in South African shopping centres," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
    13. Abdulsalam S. Alghamdi, 2019. "Potential for Rooftop-Mounted PV Power Generation to Meet Domestic Electrical Demand in Saudi Arabia: Case Study of a Villa in Jeddah," Energies, MDPI, vol. 12(23), pages 1-29, November.
    14. Hussin, M.Z. & Omar, A.M. & Shaari, S. & Sin, N.D. Md, 2017. "Review of state-of-the-art: Inverter-to-array power ratio for thin – Film sizing technique," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 265-277.
    15. Fan, Yuling & Xia, Xiaohua, 2017. "A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance," Applied Energy, Elsevier, vol. 189(C), pages 327-335.
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    1. Dirk Johan van Vuuren & Annlizé L. Marnewick & Jan Harm C. Pretorius, 2021. "A Financial Evaluation of a Multiple Inclination, Rooftop-Mounted, Photovoltaic System Where Structured Tariffs Apply: A Case Study of a South African Shopping Centre," Energies, MDPI, vol. 14(6), pages 1-26, March.
    2. Haitham Esam Rababah & Azhar Ghazali & Mohd Hafizal Mohd Isa, 2021. "Building Integrated Photovoltaic (BIPV) in Southeast Asian Countries: Review of Effects and Challenges," Sustainability, MDPI, vol. 13(23), pages 1-20, November.

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