A multi-criteria GIS based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process: The case study of Nigeria

被引:209
|
作者
Ayodele, T. R. [1 ,2 ]
Ogunjuyigbe, A. S. O. [1 ]
Odigie, O. [1 ]
Munda, J. L. [2 ]
机构
[1] Univ Ibadan, Fac Technol, Dept Elect & Elect Engn, Power Energy Machine & Drive Res Grp, Ibadan, Nigeria
[2] Tshwane Univ Technol, Dept Elect Engn, Private Bag X680,Staatsartillerie Rd, ZA-0001 Pretoria, South Africa
关键词
Wind farm; GIS-based model; Site selection; Interval type-2 fuzzy AHP; Spatial analysis; Nigeria; DECISION; ENERGY; LOCATION; TURBINES; NUMBERS;
D O I
10.1016/j.apenergy.2018.07.051
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The development of wind farm projects requires proper planning and evaluation. Most often, the suitability of locations for siting wind farms is based on the wind resource (i.e. wind speeds) of a location. However, other criteria such as environmental, economic, and social factors are also important during the planning stage at arriving at a robust wind farm siting decision. In this paper, a geographic information system-based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process is proposed and implemented to determine the suitable wind farm sites in Nigeria. The model focuses on the use of fuzzy sets to represent expert's linguistic judgement with the aim of addressing the issues of uncertainty, vagueness and inconsistency in wind farm site selection decision making. The model uses two sets of criteria (weighted and constraint) which are either economic, social, or environmental in evaluating the suitable sites for wind farm development. The results of the study revealed that the best sites for wind farm development are basically located in the Northern part of Nigeria with Bauchi, Jigawa, Kaduna, Kano, Katsina, Plateau, and Sokoto states being the most suitable locations for wind farm projects. The suitable area for locating wind farm in the country is evaluated to be approximately 125728.6 km(2), out of which about 2650.1 km(2) are considered to be extremely suitable for siting a wind farm. This paper could serve as a first-hand scientific information for decision makers and planners in selecting the optimal suitable site for wind farm development. Although, Nigeria is considered as the case study, the methodology can be severally applied to any region in the world.
引用
收藏
页码:1853 / 1869
页数:17
相关论文
共 50 条
  • [31] Site selection for avocado cultivation using GIS and multi-criteria decision analyses: Case study of Antalya, Turkey
    Selim, Serdar
    Koc-San, Dilek
    Selim, Ceren
    San, Bekir Taner
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 154 : 450 - 459
  • [32] Landfill site selection using GIS and multi-criteria decision-making: case study of a region in Morocco
    Ouigmane, Abdellah
    Boudouch, Otmane
    Hasib, Aziz
    Elkacmi, Reda
    Ouhsine, Omar
    Berkani, Mohamed
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND WASTE MANAGEMENT, 2023, 32 (01) : 54 - 72
  • [33] Multi-criteria solar power plant siting problem solution using a GIS-Taguchi loss function based interval type-2 fuzzy approach: The case of Kars Province/Turkey
    Sahin, Gokhan
    Akkus, Ibrahim
    Koc, Ahmet
    van Sark, Wilfried
    HELIYON, 2024, 10 (10)
  • [34] Multi-criteria decision support system for wind farm site selection and sensitivity analysis: Case study of Alborz Province, Iran
    Moradi, Siamak
    Yousefi, Hossein
    Noorollahi, Younes
    Rosso, Diego
    ENERGY STRATEGY REVIEWS, 2020, 29
  • [35] GIS and Multi-criteria Analysis for School Site Selection (Study Case: Malacca Historical City)
    Mustaffa, A. A.
    Bahiah, B.
    Rasib, A. W.
    Saifullizan, M. B.
    INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, 2021, 13 (04): : 234 - 241
  • [36] Wind farm site suitability assessment & validation using geospatially explicit multi-criteria approach: A case study of South Sikkim, India
    Sapkota, Kamal
    Shabbiruddin
    Sherpa, Karma Sonam
    INTERNATIONAL JOURNAL OF GREEN ENERGY, 2024, 21 (02) : 300 - 327
  • [37] Evaluation of Landfill Site Selection by Combining Fuzzy Tools in GIS-Based Multi-Criteria Decision Analysis: A Case Study in Diyarbakir, Turkey
    Simsek, Kasim
    Alp, Selcuk
    SUSTAINABILITY, 2022, 14 (16)
  • [38] A SIMPLIFIED MULTI-CRITERIA EVALUATION MODEL FOR LANDFILL SITE RANKING AND SELECTION BASED ON AHP AND GIS
    Khan, Debishree
    Samadder, Sukha Ranjan
    JOURNAL OF ENVIRONMENTAL ENGINEERING AND LANDSCAPE MANAGEMENT, 2015, 23 (04) : 267 - 278
  • [39] Site selection by using the multi-criteria technique—a case study of Bafra, Turkey
    Cem Kilicoglu
    Mehmet Cetin
    Burak Aricak
    Hakan Sevik
    Environmental Monitoring and Assessment, 2020, 192
  • [40] Multi-Criteria Decision-Making Method Based on Type-2 Fuzzy Sets
    Wang, Jing
    Chen, Qing-hui
    Zhang, Hong-yu
    Chen, Xiao-hong
    Wang, Jian-qiang
    FILOMAT, 2017, 31 (02) : 431 - 450