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Solar desalination site selection on the Caspian Sea coast using AHP and fuzzy logic methods

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Abstract

Access to drinking water is a necessity in many developing countries. The most available water sources are saline or contain harmful bacteria, which are not drinkable. Desalination of saline water and choosing a suitable location for the desalination process are inevitable in most countries. GIS is a computer-based system used to generate, store, display, market, and process geographic information related to various features and phenomena. This research locates the most optimal points in the Caspian Sea coast to construct solar water desalination using Analytic Hierarchy Process (AHP) and fuzzy logic. In the primary section, important factors are identified in determining the appropriate location, and then, the effectiveness of each criterion is determined. In the next section, various maps are formed based on the nature of these factors using fuzzy membership functions (Gaussian, Large, and Linear). Criteria for locating water desalination facilities include slope, annual rainfall, distance to roads, distance to rivers, distance to faults, land use, elevation, and distance to the sea. In this research, site selection is obtained by AHP and fuzzy methods with a gamma value of 0.1–0.9. Finally, the correlation coefficient between the maps generated by AHP and the fuzzy method is then calculated. The highest correlation between AHP and fuzzy map is 0.24752 for the fuzzy map with 0.7 gamma.

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References

  • Aboushal E (2018) Applying GIS Technology for optimum selection of Photovoltaic Panels “Spatially at Defined Urban Area in Alexandria, Egypt.” Alex Eng J 57(4):4167–4176

    Article  Google Scholar 

  • Aydin F, Sarptas H (2020) Spatial assessment of site suitability for solar desalination plants: a case study of the coastal regions of Turkey. Clean Technol Environ Policy 22(2):309–323

    Article  Google Scholar 

  • Badi I, Ballem M, Shetwan A (2018) Site selection of desalination plant in Libya by using Combinative Distance-based Assessment (CODAS) Method. Int J Qual Res 12(3):609

    Google Scholar 

  • Banat F, Subiela V, Qiblawey H (2007) Site selection for the installation of autonomous desalination systems (ADS). Desalination 203(1–3):410–416

    Article  Google Scholar 

  • Burdilna E, Serhiienko S, Serhiienko I, Chorna O, Nikolenko A (2021) Automated control system for grain throwers based on fuzzy logic. In: 2021 IEEE international conference on modern electrical and energy systems (MEES), pp 1–5. https://doi.org/10.1109/MEES52427.2021.9598608

  • Chauhan VK, Shukla SK, Tirkey JV, Rathore PKS (2021) A comprehensive review of direct solar desalination techniques and its advancements. J Clean Prod 284:124719

    Article  Google Scholar 

  • Cho YY, Woo H (2022) Factors in evaluating online learning in higher education in the era of a new normal derived from an Analytic Hierarchy Process (AHP) based survey in South Korea. Sustainability 14(5):3066

    Article  Google Scholar 

  • Darko A, Chan APC, Ameyaw EE, Owusu EK, Pärn E, Edwards DJ (2019) Review of application of analytic hierarchy process (AHP) in construction. Int J Constr Manag 19(5):436–452

    Google Scholar 

  • Fonseca CR, Díaz-Delgado C, Esteller MV, García-Pulido D (2017) Geoinformatics tool with an emergy accounting approach for evaluating the sustainability of water systems: case study of the Lerma river, Mexico. Ecol Eng 99:436–453

    Article  Google Scholar 

  • Grubert EA, Stillwell AS, Webber ME (2014) Where does solar-aided seawater desalination make sense? A method for identifying sustainable sites. Desalination 339:10–17

    Article  Google Scholar 

  • Kahraman C, Cebeci U, Ulukan Z (2003) Multi-criteria supplier selection using fuzzy AHP. Logistics Inf Manag 16(6):382–394

    Article  Google Scholar 

  • Mao S, Zou Z, Xue Y, Li Y (2014) A model based on the coupled rules of evidence theory used in multiple objective decisions. In: Proceedings of the 2014 international conference on global economy, finance and humanities research. Atlantis Press. https://doi.org/10.2991/gefhr-14.2014.23

  • Mohamed SA (2019) Application of satellite image processing and GIS-Spatial modeling for mapping urban areas prone to flash floods in Qena governorate, Egypt. J Afr Earth Sci 158:103507

    Article  Google Scholar 

  • Mohamed SA (2020) Application of geo-spatial Analytical Hierarchy Process and multi-criteria analysis for site suitability of the desalination solar stations in Egypt. J Afr Earth Sc 164:103767

    Article  Google Scholar 

  • Nematollahi M, Clark M, Ebrahimi P, Ebrahimi M (2018) Preliminary assessment of groundwater hydrogeochemistry within Gilan, a northern province of Iran. Environ Monit Assess 190(4):1–23

    Article  Google Scholar 

  • Requiso P, Nayve Jr, FRP, Ventura J-RS (2021) Sustainable Polyhydroxyalkanoates (PHA) extraction protocol selection using AHP-GRA. https://doi.org/10.21203/rs.3.rs-518413/v1

  • Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York, p 324

    Google Scholar 

  • Shaker I, Effat H, Ragab A, Hamdy A (2017) Multi criteria geographic information system analysis for sustainable development in north Sinai-Egypt. Vol 6:141–155

    Google Scholar 

  • Tahriri F, Osman MR, Ali A and Yusuff RM (2008) A review of supplier selection methods in manufacturing industries

  • Taibi A, Atmani B (2017) Combining fuzzy AHP with GIS and decision rules for industrial site selection. Int J Interact Multimed Artif Intell 4(6):60

    Google Scholar 

  • Thaker S, Nagori V (2018) Analysis of fuzzification process in fuzzy expert system. Procedia Comput Sci 132:1308–1316

    Article  Google Scholar 

  • Tsiourtis NX (2008) Criteria and procedure for selecting a site for a desalination plant. Desalination 221(1–3):114–125

    Article  Google Scholar 

  • Zadeh L (1965) Zadeh, fuzzy sets. Inform Control 8:338–353

    Article  Google Scholar 

  • Zheng Y, Gonzalez RC, Hatzell MC, Hatzell KB (2021) Concentrating solar thermal desalination: performance limitation analysis and possible pathways for improvement. Appl Therm Eng 184:116292

    Article  Google Scholar 

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Correspondence to Saeed Behzadi.

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Mahjoobi, M., Behzadi, S. Solar desalination site selection on the Caspian Sea coast using AHP and fuzzy logic methods. Model. Earth Syst. Environ. 8, 4529–4537 (2022). https://doi.org/10.1007/s40808-022-01418-2

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