Analyzing blockchain-based waste management investments in smart cities using quantum picture fuzzy rough modelling

IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES International Journal of Environmental Science and Technology Pub Date : 2024-09-17 DOI:10.1007/s13762-024-06032-6
G. Kou, H. Dinçer, D. Pamucar, S. Yüksel, V. Simic
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Abstract

Blockchain-based waste management investments are key to increase the performance for achieving sustainable growth for both businesses and the country's economy. In this context, a new study should be conducted to identify the most important variables. Accordingly, the purpose of this study is to examine blockchain-based waste management investments via a novel model. The scope of this study is the smart cities that are defined as settlements that aim to improve the quality of life and ensure sustainability by using technology to manage and improve services. Firstly, artificial intelligence (AI) methodology is taken into consideration to compute the weights of the experts. Secondly, the weights of the criteria for blockchain-based waste management investments are computed. Finally, selected investment alternatives for smart cities are ranked with Vise Kriterijumska Optimizacija I Kompromisno Resenje (VIKOR) methodology. Additionally, a comparative analysis is also performed by technique for order preference by similarity (TOPSIS). In addition to this issue, a sensitivity analysis is also conducted with four different cases to check the coherency of the analysis results. The main contribution of this study is the calculation of the expert weights by AI. It is identified that participating in waste to energy schemes has the greatest significance. Similarly, optimizing the lifecycle management has also high weight. It is also defined that integration of physical and digital infrastructures is the most critical alternative. Moreover, urban innovativeness is another critical factor for this situation.

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利用量子图像模糊粗糙建模分析智慧城市中基于区块链的废物管理投资
基于区块链的废物管理投资是提高企业和国家经济可持续增长绩效的关键。在此背景下,应开展一项新的研究,以确定最重要的变量。因此,本研究的目的是通过一个新颖的模型来研究基于区块链的废物管理投资。本研究的范围是智慧城市,其定义是旨在通过利用技术管理和改善服务来提高生活质量并确保可持续发展的住区。首先,采用人工智能(AI)方法计算专家权重。其次,计算基于区块链的废物管理投资标准的权重。最后,采用 Vise Kriterijumska Optimizacija I Kompromisno Resenje(VIKOR)方法对选定的智慧城市投资备选方案进行排序。此外,还采用相似性排序偏好技术(TOPSIS)进行了比较分析。此外,还对四种不同情况进行了敏感性分析,以检查分析结果的一致性。本研究的主要贡献在于通过人工智能计算专家权重。结果表明,参与废物变能源计划的意义最大。同样,优化生命周期管理的权重也很高。此外,整合物理和数字基础设施也是最重要的选择。此外,城市创新也是造成这种情况的另一个关键因素。
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来源期刊
CiteScore
5.60
自引率
6.50%
发文量
806
审稿时长
10.8 months
期刊介绍: International Journal of Environmental Science and Technology (IJEST) is an international scholarly refereed research journal which aims to promote the theory and practice of environmental science and technology, innovation, engineering and management. A broad outline of the journal''s scope includes: peer reviewed original research articles, case and technical reports, reviews and analyses papers, short communications and notes to the editor, in interdisciplinary information on the practice and status of research in environmental science and technology, both natural and man made. The main aspects of research areas include, but are not exclusive to; environmental chemistry and biology, environments pollution control and abatement technology, transport and fate of pollutants in the environment, concentrations and dispersion of wastes in air, water, and soil, point and non-point sources pollution, heavy metals and organic compounds in the environment, atmospheric pollutants and trace gases, solid and hazardous waste management; soil biodegradation and bioremediation of contaminated sites; environmental impact assessment, industrial ecology, ecological and human risk assessment; improved energy management and auditing efficiency and environmental standards and criteria.
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