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Spatial energy predictions from large-scale photovoltaic power plants located in optimal sites and connected to a smart grid in Peninsular Malaysia

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  • Sabo, Mahmoud Lurwan
  • Mariun, Norman
  • Hizam, Hashim
  • Mohd Radzi, Mohd Amran
  • Zakaria, Azmi

Abstract

In order to make accurate energy predictions for large-scale photovoltaic (PV) systems connected to a smart grid, it is first necessary to identify the very specific locations that are required for their long-term optimal operation. Multi-criteria evaluation techniques are often applied for different site selection studies. This study discusses the past, present and future condition of solar PV application in Malaysia. The study also uses the optimal site definition model (ODM) and GIS to select sites for the installation of large-scale PV power plants that will be connected to a smart grid, and to predict their technical potential and carbon emission reduction, based on optimal sites in Peninsular Malaysia. The outcome of the study reveals that policies and strategies being adopted by Malaysia government are significantly improving the solar PV application for energy sustainability. However, on the other aspect, the results show that 10,092.08km2 (7.64%) of the area under study is suitable for large-scale PV plant installation. If even half of the potential sites are used, with an installed capacity of 756.91GW, we predict a total electricity generation potential of 1,343,527.9 GWh/yr with an annual carbon emission reduction of 846,422.56kt-CO2/yr in Peninsular Malaysia. Based on predicted national energy consumption in 2030, this study shows that about 8 times future annual energy consumption could be met if PV plants with an installed capacity of 756.91GW are set up in Peninsular Malaysia. Similarly, the study predicts an improvement of 1.6 times the annual carbon emission reduction, based on predicted carbon emissions for 2020. Therefore, the implementation of large-scale PV applications is technically and environmentally viable in Peninsular Malaysia and tropical countries as a whole.

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  • Sabo, Mahmoud Lurwan & Mariun, Norman & Hizam, Hashim & Mohd Radzi, Mohd Amran & Zakaria, Azmi, 2016. "Spatial energy predictions from large-scale photovoltaic power plants located in optimal sites and connected to a smart grid in Peninsular Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 79-94.
    • Handle: RePEc:eee:rensus:v:66:y:2016:i:c:p:79-94
    DOI: 10.1016/j.rser.2016.07.045
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    1. Janke, Jason R., 2010. "Multicriteria GIS modeling of wind and solar farms in Colorado," Renewable Energy, Elsevier, vol. 35(10), pages 2228-2234.
    2. Chua, Shing Chyi & Oh, Tick Hui, 2010. "Review on Malaysia's national energy developments: Key policies, agencies, programmes and international involvements," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2916-2925, December.
    3. van Haaren, Rob & Fthenakis, Vasilis, 2011. "GIS-based wind farm site selection using spatial multi-criteria analysis (SMCA): Evaluating the case for New York State," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(7), pages 3332-3340, September.
    4. Charabi, Yassine & Gastli, Adel, 2011. "PV site suitability analysis using GIS-based spatial fuzzy multi-criteria evaluation," Renewable Energy, Elsevier, vol. 36(9), pages 2554-2561.
    5. Sánchez-Lozano, Juan M. & Teruel-Solano, Jerónimo & Soto-Elvira, Pedro L. & Socorro García-Cascales, M., 2013. "Geographical Information Systems (GIS) and Multi-Criteria Decision Making (MCDM) methods for the evaluation of solar farms locations: Case study in south-eastern Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 544-556.
    6. Ismail, Abdul Muhaimin & Ramirez-Iniguez, Roberto & Asif, Muhammad & Munir, Abu Bakar & Muhammad-Sukki, Firdaus, 2015. "Progress of solar photovoltaic in ASEAN countries: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 399-412.
    7. Arán Carrión, J. & Espín Estrella, A. & Aznar Dols, F. & Zamorano Toro, M. & Rodríguez, M. & Ramos Ridao, A., 2008. "Environmental decision-support systems for evaluating the carrying capacity of land areas: Optimal site selection for grid-connected photovoltaic power plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(9), pages 2358-2380, December.
    8. Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H., 2011. "A review on energy scenario and sustainable energy in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 639-647, January.
    9. Shafie, S.M. & Mahlia, T.M.I. & Masjuki, H.H. & Andriyana, A., 2011. "Current energy usage and sustainable energy in Malaysia: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4370-4377.
    10. Chua, Shing Chyi & Oh, Tick Hui & Goh, Wei Wei, 2011. "Feed-in tariff outlook in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 705-712, January.
    11. Jun, Dong & Tian-tian, Feng & Yi-sheng, Yang & Yu, Ma, 2014. "Macro-site selection of wind/solar hybrid power station based on ELECTRE-II," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 194-204.
    12. Hosseini, Seyed Ehsan & Wahid, Mazlan Abdul & Aghili, Nasim, 2013. "The scenario of greenhouse gases reduction in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 400-409.
    13. Uyan, Mevlut, 2013. "GIS-based solar farms site selection using analytic hierarchy process (AHP) in Karapinar region, Konya/Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 11-17.
    14. Seng, Lim Yun & Lalchand, G. & Sow Lin, Gladys Mak, 2008. "Economical, environmental and technical analysis of building integrated photovoltaic systems in Malaysia," Energy Policy, Elsevier, vol. 36(6), pages 2130-2142, June.
    15. Jafar, Abdul Hamid & Al-Amin, Abul Quasem & Siwar, Chamhuri, 2008. "Environmental impact of alternative fuel mix in electricity generation in Malaysia," Renewable Energy, Elsevier, vol. 33(10), pages 2229-2235.
    16. Myers, Kevin S. & Klein, Sanford A. & Reindl, Douglas T., 2010. "Assessment of high penetration of solar photovoltaics in Wisconsin," Energy Policy, Elsevier, vol. 38(11), pages 7338-7345, November.
    17. Hosenuzzaman, M. & Rahim, N.A. & Selvaraj, J. & Hasanuzzaman, M. & Malek, A.B.M.A. & Nahar, A., 2015. "Global prospects, progress, policies, and environmental impact of solar photovoltaic power generation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 284-297.
    18. Charabi, Yassine & Gastli, Adel, 2010. "GIS assessment of large CSP plant in Duqum, Oman," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 835-841, February.
    19. Ali, Rosnazri & Daut, Ismail & Taib, Soib, 2012. "A review on existing and future energy sources for electrical power generation in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 4047-4055.
    20. Hashim, Haslenda & Ho, Wai Shin, 2011. "Renewable energy policies and initiatives for a sustainable energy future in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4780-4787.
    21. Basri, Nor Afifah & Ramli, Ahmad Termizi & Aliyu, Abubakar Sadiq, 2015. "Malaysia energy strategy towards sustainability: A panoramic overview of the benefits and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1094-1105.
    22. Carrión, J. Arán & Espín Estrella, A. & Aznar Dols, F. & Ridao, A. Ramos, 2008. "The electricity production capacity of photovoltaic power plants and the selection of solar energy sites in Andalusia (Spain)," Renewable Energy, Elsevier, vol. 33(4), pages 545-552.
    23. Ab Kadir, Mohd Zainal Abidin & Rafeeu, Yaaseen & Adam, Nor Mariah, 2010. "Prospective scenarios for the full solar energy development in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3023-3031, December.
    24. Sánchez-Lozano, Juan M. & Henggeler Antunes, Carlos & García-Cascales, M. Socorro & Dias, Luis C., 2014. "GIS-based photovoltaic solar farms site selection using ELECTRE-TRI: Evaluating the case for Torre Pacheco, Murcia, Southeast of Spain," Renewable Energy, Elsevier, vol. 66(C), pages 478-494.
    25. Begum, Rawshan Ara & Sohag, Kazi & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "CO2 emissions, energy consumption, economic and population growth in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 594-601.
    26. Diagne, Maimouna & David, Mathieu & Lauret, Philippe & Boland, John & Schmutz, Nicolas, 2013. "Review of solar irradiance forecasting methods and a proposition for small-scale insular grids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 65-76.
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