Renewable Energy Technologies for Generation Expansion Planning: a fuzzy modified similarity-based approach

被引:0
|
作者
Babatunde, O. M. [1 ]
Munda, J. L. [1 ]
Hamam, Y. [1 ,2 ]
机构
[1] Tshwane Univ Technol, Dept Elect Engn, Pretoria, South Africa
[2] ESIEE Paris, Noisy Le Grand, France
基金
新加坡国家研究基金会;
关键词
generation expansion planning; fuzzy modified similarity-based approach; multi-criteria decision making; renewable energy technologies; decarbonization; OPTIMIZATION; MIX;
D O I
10.1109/repe48501.2019.9025160
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Due to the preference placed on sustainability of resources and the need for reduction in the emissions related to electricity generation, various sustainable developmental strategies have been proposed. These policies are usually based on social, technical, economic, environmental and policy aspects. One of the strategies targeted at ensuring sustainability and emission reduction is the inclusion of low-emission electricity generation technologies in the future power plant mix. This study proposes a hybrid multi-criteria decision-making model based on a fuzzy modified similarity-based method for the evaluation and ranking of five green energy alternatives for generation expansion. In order to implement the proposed model, a number of criteria and attributes are defined for implementation. The results show that based on the social, technical, economic and environmental (STEE) criteria the wind technology is the most suitable option while the hydro technology is the least suitable. With regards to the techno-economic perspective, the wind technology was also identified as the most suitable while the geothermal technology is the least suitable option.
引用
收藏
页码:216 / 220
页数:5
相关论文
共 50 条
  • [41] Designing effective and efficient incentive policies for renewable energy in generation expansion planning
    Zhou, Ying
    Wang, Lizhi
    McCalley, James D.
    APPLIED ENERGY, 2011, 88 (06) : 2201 - 2209
  • [42] A regional similarity-based approach for sub-daily rainfall nonparametric generation
    de Aguilar, Milena Guerra
    Figueiredo Costa, Veber Afonso
    RBRH-REVISTA BRASILEIRA DE RECURSOS HIDRICOS, 2020, 25
  • [43] Integration of Renewable Based Distributed Generation for Distribution Network Expansion Planning
    Ayalew, Mulusew
    Khan, Baseem
    Giday, Issaias
    Mahela, Om Prakash
    Khosravy, Mahdi
    Gupta, Neeraj
    Senjyu, Tomonobu
    ENERGIES, 2022, 15 (04)
  • [44] Multi-agent-based approach for generation expansion planning in isolated micro-grid with renewable energy sources and battery storage
    Chaurasiya, Prem Kumar
    Webber, Julian L.
    Mehbodniya, Abolfazl
    Haq, Mohd Anul
    Kumar, Anil
    Paliwal, Priyanka
    JOURNAL OF SUPERCOMPUTING, 2022, 78 (17): : 18497 - 18523
  • [45] Multi-agent-based approach for generation expansion planning in isolated micro-grid with renewable energy sources and battery storage
    Priyanka Paliwal
    Julian L. Webber
    Abolfazl Mehbodniya
    Mohd Anul Haq
    Anil Kumar
    Prem Kumar Chaurasiya
    The Journal of Supercomputing, 2022, 78 : 18497 - 18523
  • [46] GIS approach to the definition of capacity and generation ceilings of renewable energy technologies
    Dominguez Bravo, Javier
    Garcia Casals, Xavier
    Pinedo Pascua, Irene
    ENERGY POLICY, 2007, 35 (10) : 4879 - 4892
  • [47] Control Technologies in Distributed Generation System Based on Renewable Energy
    Wu, Jie
    2009 3RD INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS: ELECTRIC VEHICLE AND GREEN ENERGY, 2009, : 6 - 17
  • [48] Fuzzy similarity-based models in case-based reasoning
    Esteva, F
    Garcia-Calvés, P
    Godo, L
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 1348 - 1353
  • [49] A comparative study on similarity-based fuzzy reasoning methods
    Yeung, DS
    Tsang, ECC
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1997, 27 (02): : 216 - 227
  • [50] Fuzzy Similarity-Based Emotional Classification of Color Images
    Lee, Joonwhoan
    Park, EunJong
    IEEE TRANSACTIONS ON MULTIMEDIA, 2011, 13 (05) : 1031 - 1039