Competition ability evaluation of power generation enterprises using a hybrid MCDM method under fuzzy and hesitant linguistic environment

多准则决策分析 层次分析法 模糊逻辑 计算机科学 稳健性(进化) 模糊集 电力工业 环境经济学 运筹学 经济 工程类 人工智能 电气工程 基因 化学 生物化学
作者
Rong Li,Jun Dong,Dongxue Wang
出处
期刊:Journal of Renewable and Sustainable Energy [American Institute of Physics]
卷期号:10 (5) 被引量:19
标识
DOI:10.1063/1.5043157
摘要

The austere environmental and resource developing situation in China poses adverse conditions to power generation enterprises, especially thermal power enterprises. Moreover, the new round electric market reform is being pushed forward vigorously, which greatly affects the future developing path for power generation enterprises. A comprehensive competition performance and ability evaluation is significant for power generation enterprises' laudable and sustainable development in the current situation. In this paper, a novel hybrid multi-criteria decision making (MCDM) framework is established for the evaluation. To effectively deal with the hesitation and uncertainty frequently occurring in the evaluation process, we combine the fuzzy set theory and the hesitant fuzzy linguistic term set (HFLTS) with traditional MCDM methods, Analytic Hierarchy Process (AHP), and Vlsekriterijumska Optimizacija I Kompromisno Resenje (VIKOR). The HFLTS-AHP method is used to determine the weight allocation of criteria, and fuzzy-VIKOR further gives performance rankings of the alternatives. The evaluation index system is established based on sustainable perspective and enterprise management, which contains ten sub-criteria from four aspects, “economy,” “environment and society,” “resource and technology,” and “sustainable development.” In empirical analysis, four large power generation enterprises are selected to perform the competition ability evaluation with the proposed framework. The results provide a reliable competition performance rank for the four alternatives and indicate that during the evaluation process, the sub-criteria “return on capital,” “electricity trading rate,” and “renewable energy installed capacity proportion” are more important. Finally, to verify the validity and robustness of the model, a set of sensitivity analyses are conducted. The proposed hybrid MCDM framework shows the advantages and practical value for competition ability evaluation of power generation enterprises.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
raolixiang完成签到,获得积分10
刚刚
2秒前
打工人不酷完成签到 ,获得积分10
3秒前
4秒前
6秒前
背后丹妗发布了新的文献求助10
6秒前
7秒前
7秒前
小凯同学完成签到 ,获得积分10
7秒前
hanleiharry1发布了新的文献求助10
9秒前
9秒前
9秒前
善良冷松发布了新的文献求助10
9秒前
11秒前
在水一方应助一定行采纳,获得10
12秒前
12秒前
12秒前
NexusExplorer应助快乐一江采纳,获得10
13秒前
13秒前
科研通AI5应助Lcccccc采纳,获得10
13秒前
在水一方应助杰2580采纳,获得10
16秒前
幸福大白发布了新的文献求助30
16秒前
Jasmine发布了新的文献求助10
16秒前
17秒前
善良冷松完成签到,获得积分10
17秒前
17秒前
善学以致用应助fengliurencai采纳,获得10
18秒前
个别完成签到,获得积分10
19秒前
19秒前
19秒前
20秒前
sihanzhiyu完成签到,获得积分20
21秒前
21秒前
wdy111应助ASZXDW采纳,获得20
23秒前
23秒前
wsj发布了新的文献求助10
23秒前
旧梦发布了新的文献求助10
23秒前
东晓发布了新的文献求助10
24秒前
科研通AI5应助科研通管家采纳,获得10
24秒前
bkagyin应助科研通管家采纳,获得10
24秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
ACSM’s Guidelines for Exercise Testing and Prescription, 12th edition 500
‘Unruly’ Children: Historical Fieldnotes and Learning Morality in a Taiwan Village (New Departures in Anthropology) 400
Indomethacinのヒトにおける経皮吸収 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 350
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3989390
求助须知:如何正确求助?哪些是违规求助? 3531487
关于积分的说明 11254109
捐赠科研通 3270153
什么是DOI,文献DOI怎么找? 1804887
邀请新用户注册赠送积分活动 882087
科研通“疑难数据库(出版商)”最低求助积分说明 809174