毓菁秀华 | 我院弓晓敏老师合作论文在国际一流期刊 “Expert Systems with Applications” 上发表

发布时间:2023-09-13浏览次数:134

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近期,我院弓晓敏老师与合作者的论文  Carbon-neutral potential analysis of urban power grid: A multi-stage  decision model based on RF-DEMATEL and RF-MARCOS 发表在我校认定的国际A级期刊 Expert  Systems with Applications(简称“ESWA”)上。在线资源请点击“阅读原文”获取链接。


毓菁
秀华


Carbon-neutral potential analysis of urban power grid: A multi-stage decision model based on RF-DEMATEL and RF-MARCOS


Puliang Du, Xiaomin Gong, Bei Han, Xuemei Zhao

Expert Systems with Applications, publishied.


期刊
简介


Expert Systems with Applications

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《Expert  Systems With Applications  (ESWA)》是计算机科学与人工智能领域的顶级期刊,是国际公认的人工智能领域旗舰期刊。该期刊重点专注于智能系统和专家系统的研究,并发表该领域的原创、创新和创造性成果。该期刊近五年的影响因子为8.3。


作者
简介


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弓晓敏


弓晓敏

助理研究员,  已在Journal of International Financial Markets, Institutions & Money,  International Review of Economics and Finance, Expert Systems with  Applications, Applied Soft Computing, Computers & Industrial  Engineering 等国际一流期刊发表论文10多篇。当前多篇文章在投,研究主要涉及金融科技、投资组合选择与优化、绿色金融领域。


论文
简介


金融科技是数字科技的重要组成部分,是推动实体经济高质量发展、服务“双碳”目标的重要力量。本研究基于多维定性数据探索了一种多阶段智能化决策框架,以分析电力企业的碳中和潜力,充分考虑内部和外部的不确定性以及多维指标之间的相互影响关系。该研究旨在为电力企业的投资决策提供科学而合理的基础,同时为政府部门更好地制定和实施碳中和路径提供依据,助力经济社会实现全面绿色转型。


原文
摘要


Carbon-neutral potential analysis of urban power grid: A multi-stage decision model based on RF-DEMATEL and RF-MARCOS

Puliang Du, Xiaomin Gong, Bei Han, Xuemei Zhao

As  a hub connecting power production and consumption, the urban power grid  (UPG) is the basis for realizing the carbon–neutral goal. To ensure  carbon–neutral progress, it is necessary to conduct an effective  analysis of carbon–neutral potential from the UPG perspective. Given  this, this paper proposes a multi-stage decision model that integrates  Decision Making Trial and Evaluation Laboratory (DEMATEL) and  Measurement of Alternatives and Ranking according to COmpromise Solution  (MARCOS) methods under the rough-fuzzy (RF) environment. Firstly, a  multi-dimensional attribute system is innovatively established, and then  the rough-fuzzy number is presented to assemble assessment information  of groups and to manipulate internal and external uncertainties during  decision process. Subsequently, the RF-DEMATEL is utilized to determine  the importance-weights of the attributes, in which the  interrelationships between attributes are fully considered. Finally, the  RF-MARCOS is developed and applied to obtain carbon–neutral potential  analysis results based on utility functions in relation to the ideal and  anti-ideal solutions. A case study is conducted based on the proposed  methodology, and the stability and robustness of the results are  verified through sensitive and comparative analysis. This research  contributes theoretically and practically to related literature by  providing a systematic model capable of handling decision problems with  complexity and uncertainty.

  

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(版权归金融学院所有,转载请注明出处。)



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