A GIS-based FAHP and FEDAS analysis framework for suitable site selection of a hybrid offshore wind and solar power plant

被引:10
作者
Karipoglu, Fatih [1 ]
Ozturk, Samet [2 ,4 ]
Efe, Burak [3 ]
机构
[1] Izmir Inst Technol, Energy Engn Syst Dept, Izmir, Turkiye
[2] Bursa Tech Univ, Environm Engn Dept, Bursa, Turkiye
[3] Necmettin Erbakan Univ, Ind Engn Dept, Konya, Turkiye
[4] Bursa Tech Univ, Environm Engn Dept, TR-16310 Bursa, Turkiye
关键词
Offshore hybrid power plant; Geographical Information System (GIS); Fuzzy Analytical Hierarchy Process (FAHP); Fuzzy Evaluation based on Distance from; Average solution (FEDAS); Iskenderun Bay; GROUP DECISION-MAKING; FUZZY AHP; EDAS METHOD;
D O I
10.1016/j.esd.2023.101349
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study presents a Geographic Information System (GIS) based suitable site selection methodology for a hybrid system that includes offshore wind and solar PV. The methodology utilizes open source databases about decision criteria and applies this data using GIS to determine suitable sites for offshore wind and solar PV systems. For the assessment of multi-criteria which affect the potential hybrid energy power plants and the determination of the best suitable areas, Fuzzy Analytical Hierarchy Process (FAHP) and Fuzzy Evaluation based on Distance Average Solution (FEDAS) are used in the study. Results show that technical criteria has the priority weight of 0.60 while the weight of social criteria is about 0.07. Among sub-criteria, the wind speed has the highest priority weight while distance to port and visibility are the highest criteria of priority weight under economic and social main criteria, respectively. Among the alternatives, Area 2 (A-2) is determined as the best alternative for hybrid offshore power plants in the study area. This proposed methodology can be utilized by decision-makers to determine the best suitable locations for hybrid offshore wind and solar PV systems at any location. This paper suggests a new approach integrating GIS, fuzzy setbased AHP and EDAS as a novelty.
引用
收藏
页数:10
相关论文
共 46 条
  • [1] A multi-criteria port suitability assessment for developments in the offshore wind industry
    Akbari, Negar
    Irawan, Chandra A.
    Jones, Dylan F.
    Menachof, David
    [J]. RENEWABLE ENERGY, 2017, 102 : 118 - 133
  • [2] Two-level planning approach to analyze techno-economic feasibility of hybrid offshore wind-solar pv power plants
    Ara, Syed Raahat
    Paul, Santanu
    Rather, Zakir Hussain
    [J]. SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2021, 47
  • [3] Measuring the long run technical efficiency of offshore wind farms
    Benini, Giacomo
    Cattani, Gilles
    [J]. APPLIED ENERGY, 2022, 308
  • [4] FUZZY HIERARCHICAL ANALYSIS
    BUCKLEY, JJ
    [J]. FUZZY SETS AND SYSTEMS, 1985, 17 (03) : 233 - 247
  • [5] Offshore wind power plant site selection using Analytical Hierarchy Process for Northwest Turkey
    Caceoglu, Eray
    Yildiz, Hatice Kubra
    Oguz, Elif
    Huvaj, Nejan
    Guerrero, Josep M.
    [J]. OCEAN ENGINEERING, 2022, 252
  • [6] Technical potential of floating photovoltaic systems on artificial water bodies in Brazil
    Campos Lopes, Mariana Padilha
    Nogueira, Tainan
    Leandro Santos, Alberto Jose
    Branco, David Castelo
    Pouran, Hamid
    [J]. RENEWABLE ENERGY, 2022, 181 : 1023 - 1033
  • [7] Shipyard site selection by raster calculation method and AHP in GIS environment, Iskenderun, Turkey
    Caner, Halil Ibrahim
    Aydin, Cevdet Coskun
    [J]. MARINE POLICY, 2021, 127
  • [8] Applications of the extent analysis method on fuzzy AHP
    Chang, DY
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 95 (03) : 649 - 655
  • [9] CHEN SJ, 1992, LECT NOTES ECON MATH, V375, P1
  • [10] Review of application of analytic hierarchy process (AHP) in construction
    Darko, Amos
    Chan, Albert Ping Chuen
    Ameyaw, Ernest Effah
    Owusu, Emmanuel Kingsford
    Parn, Erika
    Edwards, David John
    [J]. INTERNATIONAL JOURNAL OF CONSTRUCTION MANAGEMENT, 2019, 19 (05) : 436 - 452