The effect of normalization tools on green energy sources selection using multi-criteria decision-making approach: A case study in India

被引:9
作者
Bhowmik, Chiranjib [1 ]
Bhowmik, Sumit [1 ]
Ray, Amitava [2 ]
机构
[1] Natl Inst Technol Silchar, Dept Mech Engn, Silchar 788010, India
[2] Jalpaiguri Govt Engn Coll, Jalpaiguri 735102, India
关键词
RENEWABLE ENERGY; SOCIAL ACCEPTANCE; REGIONAL LEVEL; TECHNOLOGIES; RESOURCES; SYSTEM; TURKEY; MODEL; ANP;
D O I
10.1063/1.5043131
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Selection of green sources for any region is a very tedious task as it involves several parameters specific to that particular region. This paper aims to select the optimum green energy sources by integrating multiple local factors inspired by a multi-criteria decision-making approach. An integrated multi-criterion decision-making analysis-entropy-complex proportional assessment is used to select the optimal green energy sources from a set of alternatives, viz., solar, hydro, biogas, and biomass, by appraising its main operational features. Initially, the entropy method is used to minimize the impreciseness in data and extract the precise weight from the inconsistency of data using beneficial and non-beneficial criteria. Then, the optimum sources are selected using the complex proportional assessment method as it considers both beneficial and non-beneficial criteria. Finally, the effect of various normalization tools on the assessment of performance ranking is also performed. An illustrative case study is presented to demonstrate the application feasibility of the integrated methodology. The analyzed result shows that hydro is the optimum green energy source (cost being the most influencing factor) having the highest score value followed by other sources, appraised by the integrated methodology. The research output is helpful in identifying the potential green energy sources and promoting investment in the green energy sector on a broader scale which will eventually have a global impact on the society. The study can also be used to support decision making in different situations and by various actors. Published by AIP Publishing.
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页数:13
相关论文
共 37 条
[1]   Social acceptance of new energy technology in developing countries: A framing experiment in rural India [J].
Aklin, Michael ;
Cheng, Chao-Yo ;
Urpelainen, Johannes .
ENERGY POLICY, 2018, 113 :466-477
[2]   A multicriteria decision making approach for evaluating renewable power generation sources in Saudi Arabia [J].
Al Garni, Hassan ;
Kassem, Abdulrahman ;
Awasthi, Anjali ;
Komljenovic, Dragan ;
Al-Haddad, Kamal .
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2016, 16 :137-150
[3]   Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology [J].
Beccali, M ;
Cellura, M ;
Mistretta, M .
RENEWABLE ENERGY, 2003, 28 (13) :2063-2087
[4]   Optimal green energy planning for sustainable development: A review [J].
Bhowmik, Chiranjib ;
Bhowmik, Sumit ;
Ray, Arnitava ;
Pandey, Krishna Murari .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 71 :796-813
[5]   Evaluation of Renewable Energy Resources in Turkey using an integrated MCDM approach with linguistic interval fuzzy preference relations [J].
Buyukozkan, Gulcin ;
Guleryuz, Sezin .
ENERGY, 2017, 123 :149-163
[6]   An integrated DEMATEL-ANP approach for renewable energy resources selection in Turkey [J].
Buyukozkan, Gulcin ;
Guleryuz, Sezin .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2016, 182 :435-448
[7]   Modeling decision making as a support tool for policy making on renewable energy development [J].
Cannemi, Marco ;
Garcia-Melon, Monica ;
Aragones-Beltran, Pablo ;
Gomez-Navarro, Tomas .
ENERGY POLICY, 2014, 67 :127-137
[8]  
Das ManikChandra., 2012, Socio-Economic Planning Sciences, V46, P230, DOI DOI 10.1016/J.SEPS.2011.12.001
[9]   An ANP and fuzzy TOPSIS-based SWOT analysis for Turkey's energy planning [J].
Ervural, Beyzanur Cayir ;
Zaim, Selim ;
Demirel, Omer F. ;
Aydin, Zeynep ;
Delen, Dursun .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 82 :1538-1550
[10]   Multi-criteria decision making on the energy supply configuration of autonomous desalination units [J].
Georgiou, Dimitris ;
Mohammed, Essam Sh. ;
Rozakis, Stelios .
RENEWABLE ENERGY, 2015, 75 :459-467