GIS-Based Multi Criteria Analysis for Solar Power Plant Site Selection Support in Mecca

Authors

  • Tarek Eldamaty Civil Engineering Department, College of Engineering and Islamic Architecture, Umm Al-Qura University, Saudi Arabia
  • Ayman G. Ahmed Civil Engineering Department, Umm Al-Qura University, Saudi Arabia
  • Medhat M. Helal Civil Engineering Department, College of Engineering and Islamic Architecture, Umm Al-Qura University, Saudi Arabia | Department of Engineering Mathematics and Physics, Zagazig University, Zagazig, Egypt https://orcid.org/0000-0001-5204-277X
Volume: 13 | Issue: 3 | Pages: 10963-10968 | June 2023 | https://doi.org/10.48084/etasr.5927

Abstract

One of the major sources of renewable energy, particularly electricity generation and water desalination, is solar energy. The National Initiative to produce Water and Electricity started when the electricity consumption in Saudi Arabia begun to increase by about 5% per year. The current investigation aims to use a multicriteria GIS technique to identify the best spatial location for solar energy collection in the Mecca Administrative District. The best locations for solar power plant construction were determined with the use of a set of factors and criteria, including planning and environmental criteria, and terrain calibrator. These criteria were defined through a thorough literature review. This information was then used to create a digital geographic database, which was incorporated into an integrated GIS to produce a spatial fit model. According to the suitability data, most of Mecca region is ideal for solar energy projects, with an applicability percentage ranging between 30% and 80%. These findings are encouraging and promising for Mecca's renewable energy industry and they should be considered. It was discovered by examining these spatial locations and the level of suitability to the specifications that the lands with a sufficient share of more than 80% form an area of around 4000km2 and makeup 3% of all suitable lands. The governorates of the Mecca Administrative Area are home to most of these exceptionally suited locations. The Taif governorate takes first place with 35% of the total area and the two governorates of Turbah are placed second and third with 24% and 14%. In the Mecca Administrative Area, the appropriate lands for solar energy projects are distributed spatially according to a digital map. The study proposes incorporating the findings into the Saudi national plan for renewable energy sources.

Keywords:

solar power, special analytics, multiple criteria, DSS, GIS

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References

D. Pylarinos and I. Pellas, "Incorporating Open/Free GIS and GPS Software in Power Transmission Line Routine Work: The Case of Crete and Rhodes," Engineering, Technology & Applied Science Research, vol. 7, no. 1, pp. 1316–1322, Feb. 2017. DOI: https://doi.org/10.48084/etasr.1182

S. Panchal and A. Debbarma, "Rail-Route Planning Using a Geographical Information System (GIS)," Engineering, Technology & Applied Science Research, vol. 7, no. 5, pp. 2010–2013, Oct. 2017. DOI: https://doi.org/10.48084/etasr.1329

K. Loumi and A. Redjem, "Integration of GIS and Hierarchical Multi-Criteria Analysis for Mapping Flood Vulnerability: The Case Study of M’sila, Algeria," Engineering, Technology & Applied Science Research, vol. 11, no. 4, pp. 7381–7385, Aug. 2021. DOI: https://doi.org/10.48084/etasr.4266

N. Kumar and R. Jha, "GIS-based Flood Risk Mapping: The Case Study of Kosi River Basin, Bihar, India," Engineering, Technology & Applied Science Research, vol. 13, no. 1, pp. 9830–9836, Feb. 2023. DOI: https://doi.org/10.48084/etasr.5377

A. Asakereh, M. Omid, R. Alimardani, and F. Sarmadian, "Developing a GIS-based Fuzzy AHP Model for Selecting Solar Energy Sites in Shodirwan Region in Iran," International Journal of Advanced Science and Technology, vol. 68, pp. 37–48, Jul. 2014. DOI: https://doi.org/10.14257/ijast.2014.68.04

H. S. Ruiz, A. Sunarso, K. Ibrahim-Bathis, S. A. Murti, and I. Budiarto, "GIS-AHP Multi Criteria Decision Analysis for the optimal location of solar energy plants at Indonesia," Energy Reports, vol. 6, pp. 3249–3263, Nov. 2020. DOI: https://doi.org/10.1016/j.egyr.2020.11.198

M. Razeghi, A. Hajinezhad, A. Naseri, Y. Noorollahi, and S. Farhan Moosavian, "Multi-criteria decision-making for selecting a solar farm location to supply energy to reverse osmosis devices and produce freshwater using GIS in Iran," Solar Energy, vol. 253, pp. 501–514, Mar. 2023. DOI: https://doi.org/10.1016/j.solener.2023.01.029

J. Liu and Q. Dai, "Portfolio Optimization of Photovoltaic/Battery Energy Storage/Electric Vehicle Charging Stations with Sustainability Perspective Based on Cumulative Prospect Theory and MOPSO," Sustainability, vol. 12, no. 3, Jan. 2020, Art. no. 985. DOI: https://doi.org/10.3390/su12030985

J. Heo, H. Moon, S. Chang, S. Han, and D.-E. Lee, "Case Study of Solar Photovoltaic Power-Plant Site Selection for Infrastructure Planning Using a BIM-GIS-Based Approach," Applied Sciences, vol. 11, no. 18, Jan. 2021, Art. no. 8785. DOI: https://doi.org/10.3390/app11188785

S. S. Shehab and M. F. Ghadhib, "Geographical analysis of the distribution of Zain Iraq telecom network services in Anbar Governorate using Geographical Information Systems (G.I.S)," Al-Anbar University Journal For Humanities, vol. 2021, no. 4, pp. 4654–4686, Dec. 2021. DOI: https://doi.org/10.37653/juah.2021.171543

B. Robyns, "Electricity Production from Renewable Energy," in Electricity Production from Renewable Energies, Hoboken, NJ, USA: Wiley, 2021, pp. 1–20. DOI: https://doi.org/10.1002/9781119866107.ch1

M. Vasileiou, E. Loukogeorgaki, and D. G. Vagiona, "GIS-based multi-criteria decision analysis for site selection of hybrid offshore wind and wave energy systems in Greece," Renewable and Sustainable Energy Reviews, vol. 73, pp. 745–757, Jun. 2017. DOI: https://doi.org/10.1016/j.rser.2017.01.161

A. Zein, S. Karaki, and M. Al-Hindi, "Optimization of a Solar Photovoltaic Micro Grid for Electricity and Desalinated Water Production," Aug. 2022. DOI: https://doi.org/10.2139/ssrn.4193406

S. Pelland and C. A. Gueymard, "Validation of Photovoltaic Spectral Effects Derived From Satellite-Based Solar Irradiance Products," IEEE Journal of Photovoltaics, vol. 12, no. 6, pp. 1361–1368, Aug. 2022. DOI: https://doi.org/10.1109/JPHOTOV.2022.3216501

R. W. Saaty, "The analytic hierarchy process—what it is and how it is used," Mathematical Modelling, vol. 9, no. 3, pp. 161–176, Jan. 1987. DOI: https://doi.org/10.1016/0270-0255(87)90473-8

O. A. Fasipe and O. C. Izinyon, "Feasibility assessment of SHP potential using GIS-enhanced RS approach in poorly gauged river basin in Nigeria," Renewable Energy Focus, vol. 36, pp. 65–78, Mar. 2021. DOI: https://doi.org/10.1016/j.ref.2020.12.005

C. Kocabaldir and M. A. Yucel, "GIS-Based Multi-Criteria Decision Analysis of Site Selection for Photovoltaic Power Plants in Çanakkale Province," International Journal of Environment and Geoinformatics, vol. 7, no. 3, pp. 347–355, Dec. 2020. DOI: https://doi.org/10.30897/ijegeo.689570

A. Almasad, G. Pavlak, T. Alquthami, and S. Kumara, "Site suitability analysis for implementing solar PV power plants using GIS and fuzzy MCDM based approach," Solar Energy, vol. 249, pp. 642–650, Jan. 2023. DOI: https://doi.org/10.1016/j.solener.2022.11.046

A. Khan, Y. Ali, and D. Pamucar, "Solar PV power plant site selection using a GIS-based non-linear multi-criteria optimization technique," Environmental Science and Pollution Research, vol. 30, no. 20, pp. 57378–57397, Apr. 2023. DOI: https://doi.org/10.1007/s11356-023-26540-1

E. Chiarani, A. F. B. Antunes, D. Drago, A. P. Oening, and L. A. C. Paschoalotto, "Optimal Site Selection using Geographical Information System (GIS) Based Multicriteria Decision Analysis (MCDA): A case study to Concentrated Solar Power Plants (CSP) in Brazil," Anuario do Instituto de Geociencias, vol. 46, 2021, Art. no. 48188. DOI: https://doi.org/10.11137/1982-3908_2023_46_48188

M. Taoufik and A. Fekri, "A Gis-Based Multi-Criteria Decision-Making Approach for Site Suitability Analysis of Solar-Powered Hydrogen Production in the Souss-Massa Region, Morocco," Mar 2023. DOI: https://doi.org/10.2139/ssrn.4375494

A. Rikalovic, I. Cosic, and D. Lazarevic, "GIS Based Multi-criteria Analysis for Industrial Site Selection," Procedia Engineering, vol. 69, pp. 1054–1063, Jan. 2014. DOI: https://doi.org/10.1016/j.proeng.2014.03.090

S. Turk, A. Koc, and G. Sahin, "Multi-criteria of PV solar site selection problem using GIS-intuitionistic fuzzy based approach in Erzurum province/Turkey," Scientific Reports, vol. 11, no. 1, Mar. 2021, Art. no. 5034. DOI: https://doi.org/10.1038/s41598-021-84257-y

M. Gholamalifard, B. Ahmadi, A. Saber, S. Mazloomi, and T. Kutser, "Deploying a GIS-Based Multi-Criteria Evaluation (MCE) Decision Rule for Site Selection of Desalination Plants," Water, vol. 14, no. 10, Jan. 2022, Art. no. 1669. DOI: https://doi.org/10.3390/w14101669

A. B. Simsek, "A GIS-Based Multi-Criteria Decision Analysis Framework for Evaluation of Emergency Assembly Points," in Multi-Criteria Decision Analysis, Boca Raton, FL, USA: CRC Press, 2022, pp. 235–249. DOI: https://doi.org/10.1201/9781003212904-16

L. Davybida and D. Kasiyanchuk, "GIS-Based Site Suitability Assessment for Solar Plants in Ivano-Frankivsk Region," in International Conference of Young Professionals «GeoTerrace-2022», Lviv, Ukraine, Oct. 2022, vol. 2022, no. 1, pp. 1–5. DOI: https://doi.org/10.3997/2214-4609.2022590029

M. M. Damoom, S. Hashim, M. S. Aljohani, M. A. Saleh, and N. Xoubi, "Potential areas for nuclear power plants siting in Saudi Arabia: GIS-based multi-criteria decision making analysis," Progress in Nuclear Energy, vol. 110, pp. 110–120, Jan. 2019. DOI: https://doi.org/10.1016/j.pnucene.2018.09.018

A. Georgiou and D. Skarlatos, "Optimal site selection for sitting a solar park using multi-criteria decision analysis and geographical information systems," Geoscientific Instrumentation, Methods and Data Systems, vol. 5, no. 2, pp. 321–332, Jul. 2016. DOI: https://doi.org/10.5194/gi-5-321-2016

Makkah City Profile. Riyadh, Saudi Arabia: Ministry of Municipal and Rural Affairs, 2012.

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How to Cite

[1]
T. Eldamaty, A. G. Ahmed, and M. M. Helal, “GIS-Based Multi Criteria Analysis for Solar Power Plant Site Selection Support in Mecca”, Eng. Technol. Appl. Sci. Res., vol. 13, no. 3, pp. 10963–10968, Jun. 2023.

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