Renewable energy project performance evaluation using a hybrid multi-criteria decision-making approach: Case study in Fujian, China

(چکیده مقاله) :
Abstract :

The evaluation of the best renewable energy project (REP) among many alternatives is a complicated
multi-criteria decision-making (MCDM) problem, which usually involves several criteria in economy,
technicality, environment and society. To solve this problem, a hybrid approach mixing 2-dimension
uncertain linguistic variables (2DULVs), a cloud model and an extended TODIM (an acronym in Portuguese
of interactive and multicriteria decision making) together to evaluate REPs efficiently is proposed.
Firstly, because of the extra reliability assessment, the 2DULVs are adopted by decision-makers (DMs) to
evaluate the performance of alternatives. Secondly, given that the cloud model could vividly depict the
fuzziness and randomness, a novel conversion model is proposed to transform the 2DULVs into integrated
clouds. Thirdly, the extended TODIM approach is used to evaluate and rank REPs considering DMs'
psychological behaviors. Following this, the Fujian case study has been provided to demonstrate to verify
the feasibility of the hybrid approach. The results show that the most important criterion is the emission
reduction of the greenhouse gases (GHG), and the wind power project is selected as the best alternative,
but the later sensitivity analysis shows that the optimal alternative is sensitive to the attenuation factor
of losses. Finally, a comparative analysis is conducted to demonstrate the correctness and superiority of
the proposed approach. The originality of this work is the first time to put forward the model of
transforming 2DULVS into integrated cloud.

(توضیحات تکمیلی) :

(توضیحات تکمیلی) :
Description :

مقاله ISI انگلیسی اصلی
سال انتشار:2019
فایل ISI انگلیسی اصلی ، با فرمت Pdf
تعداد صفحات فایل ISI انگلیسی اصلی: 15 صفحه


Authors / Descriptions(نویسندگان/توضیحات): مقاله ISI سال انتشار2019 \ Lihui Zhang a, b, He Xin a, b, *, Huang Yong c, Zhinan Kan d
Sent date(تاریخ ارسال) : 1397/10/23  |   1/13/2019
Number of visits(تعداد بازدید): 749
Key words (کلمات کلیدی): Renewable energy project Performance evaluation 2-dimension uncertain linguistic variables Cloud model Extended TODIM
Number of pages(تعداد صفحات) : 15
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