Technical potential appraisal and optimal site screening comparing AHP and fuzzy AHP methods for large-scale CSP plants: A GIS-MCDM approach in Morocco

被引:17
作者
Jbaihi, Ouafae [1 ]
Ouchani, Fatima-Zahra [1 ]
Ghennioui, Abdellatif [1 ]
Ferfra, Mohammed [2 ]
Cherkaoui, Mohamed [2 ]
机构
[1] Green Energy Pk IRESEN UM6P, Modeling & Cartog Dept, Benguerir, Morocco
[2] Mohammed V Univ Rabat, Mohammadia Sch Engineers, Elect Dept, Rabat, Morocco
关键词
GIS; MCDM; Fuzzy-AHP; AHP; Technical potential; Large-scale CSP; Energy planning; Morocco; MULTICRITERIA DECISION-MAKING; SOLAR POWER CSP; PHOTOVOLTAIC PV; SELECTION; SUITABILITY; TECHNOLOGIES; FEASIBILITY; GENERATION; HYDROGEN; FARMS;
D O I
10.1016/j.seta.2024.103877
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Given that Direct Normal Irradiation (DNI) levels are consistently elevated, Concentrating Solar Power (CSP) technology is a highly viable alternative in Morocco enabling reliable power generation. Herein, an assessment of the solar CSP technical potential was initiated, along with a comparative site suitability analysis for CSP plants using two methods: Analytic Hierarchy Process (AHP) and Fuzzy AHP. Findings brought to light Morocco 's sizeable potential reaching 21,100.32 TWh/year. Turning to distribution, most regions are appropriate, notably southern ones. Laa youne-Sakia El Hamra and Dakhla-Oued Ed-Dahab regions rank first as regards potential, reaching 5,549.72 and 5,117.31 TWh/year accordingly. Thereafter, site screening to draw comparisons between AHP and FAHP methods was established depicting discrepancies in weighting and ranking maps. Consistent with literature, screening criteria were structured by climate, orography, proximity to water resources and location. Weightings were calculated, revealing roughly the same results, with minor variations. Climate was ranked first (57.72 % for FAHP with alpha-cut, 57.34 % for FAHP with CoA, 57.70% for AHP) and location was last (5.04% for FAHP with alpha-cut, 5.07 % for FAHP with CoA, 5.00% for AHP). Ranking maps and area ratio calculations allowed variation highlight. The alpha-cut defuzzification provides closer approximation to subjectivity than the CoA method.
引用
收藏
页数:15
相关论文
共 68 条
[21]  
Geofabrik Download Server, about us
[22]  
Geofabrik GmbH Karlsruhe, GEOFABRIK// Downloads
[23]   Needs, resources and climate change: Clean and efficient conversion technologies [J].
Ghoniem, Ahmed F. .
PROGRESS IN ENERGY AND COMBUSTION SCIENCE, 2011, 37 (01) :15-51
[24]   Strong transitivity, rationality and weak monotonicity in fuzzy pairwise comparisons [J].
Gogus, O ;
Boucher, TO .
FUZZY SETS AND SYSTEMS, 1998, 94 (01) :133-144
[25]   A new geographical information system approach based on best worst method and analytic hierarchy process for site suitability and technical potential evaluation for large-scale CSP on-grid plant: An application for Algeria territory [J].
Gouareh, Abderrahmane ;
Settou, Belkhir ;
Settou, Noureddine .
ENERGY CONVERSION AND MANAGEMENT, 2021, 235
[26]   A comprehensive framework based on GIS-AHP for the installation of solar PV farms in Kahramanmaras, , Turkey [J].
Gunen, Mehmet Akif .
RENEWABLE ENERGY, 2021, 178 :212-225
[27]   Mapping concentrated solar power site suitability in Algeria [J].
Haddad, Brahim ;
Diaz-Cuevas, Pilar ;
Ferreira, Paula ;
Djebli, Ahmed ;
Perez, Juan Pedro .
RENEWABLE ENERGY, 2021, 168 :838-853
[28]  
Haut-Commissariat au Plan du Royaume du Maroc, Repartition geographique de la population d'apres les donnees du Recensement General de la Population et de l'Habitat de 2014
[29]  
Hermann S., 2014, Estimating the Renewable Energy Potential in Africa: A GIS-based approach
[30]   A state-of-the-art review on multi-attribute renewable energy decision making [J].
Ilbahar, Esra ;
Cebi, Selcuk ;
Kahraman, Cengiz .
ENERGY STRATEGY REVIEWS, 2019, 25 :18-33