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دسته بندی:
داده های بزرگ - big data
سال انتشار:
2020
عنوان انگلیسی مقاله:
Managing minority opinions in micro-grid planning by a social network analysis-based large scale group decision making method with hesitant fuzzy linguistic information
ترجمه فارسی عنوان مقاله:
مدیریت نظرات اقلیت ها در برنامه ریزی خرد شبکه ای با استفاده از روش تصمیم گیری گروهی مقیاس بزرگ مبتنی بر تحلیل شبکه های اجتماعی با اطلاعات زبانی فازی مردد
منبع:
Sciencedirect - Elsevier - Knowledge-Based Systems, 189 (2020) 105060: doi:10:1016/j:knosys:2019:105060
نویسنده:
Ruxue Ren, Ming Tang, Huchang Liao ∗
چکیده انگلیسی:
The growth of global electricity demand has put forward higher requirements for power distribution
networks. The high cost of the large-scale power system and the voice for the use of renewable
energy impel the birth of the micro-grid which plays a complementary role in the power generation of
large-scale power system. The construction of micro-grid planning is complex and many stakeholders’
opinions should be considered for a comprehensive evaluation. Furthermore, the development of social
big data techniques, such as e-marketplace and e-democracy, makes experts have social relationships
among them. This study aims to develop a consensus model to manage minority opinions for largescale
group decision making with social network analysis for micro-grid planning. To deal with the
vague and uncertain features in complex micro-grid planning problems, experts are supposed to use
hesitant fuzzy linguistic term sets to express their opinions. A social network analysis-based clustering
method is introduced to classify experts. Besides, in a large-scale group decision making problem, the
opinions of experts should be fully considered, especially the minority opinions. This model considers
the minority opinions in a micro-grid planning problem and provides an approach to manage these
opinions. Finally, we use an illustrative example concerning the micro-grid planning decision making
in Ali district in Tibet to demonstrate the effectiveness and practicability of the proposed model.
Keywords: Micro-grid planning | Large-scale group decision making | Social network analysis | Minority opinions | Hesitant fuzzy linguistic term sets | Consensus
قیمت: رایگان
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