燃料能源复合型企业可持续发展的模糊逻辑模型分析

IF 1.8 Q4 ENERGY & FUELS
AIMS Energy Pub Date : 2023-01-01 DOI:10.3934/energy.2023046
Alex Borodin, Elena Streltsova, Zahid Mamedov, Irina Yakovenko, Irina Mityshina, Artem Streltsov
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引用次数: 1

摘要

& lt; abstract>本文的目的是建立一个数学模型来分析燃料和能源综合体企业的可持续发展,并将其集成到信息管理系统中。委员会指出,在实现加速任何国家技术发展的国家目标方面,战略优势之一是确保燃料和能源综合企业的有效运作。事实证明,这些企业是社会物质生活的基础,因此,确保它们的可持续发展是形成部门和部门间工业综合体结构的一个重要因素。为了分析企业的可持续发展,提出了以生产特征、组织特征、经济特征、环境特征和社会特征为载体的综合指标。由于某些特征的弱结构,为了解决它们与定量定义的指标的综合问题,提出了使用模糊逻辑的数学工具。弱结构指示符由语言变量正式描述。为了建立可持续发展综合指标与生产、组织、经济、环境和社会指标之间的依赖关系,建立了一个模糊逻辑模型,通过构建模糊推理规则,可以利用专家的知识。利用MATLAB工具实现了模糊逻辑模型。在构建的模型上,进行实验,评估企业可持续发展各局部指标对整体指标的影响。所构建的模型的优点是能够适应企业经营状况的变化。& lt; / abstract>
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy-Logical model for analysis of sustainable development of fuel and energy complex enterprises

The purpose of this article is to build a mathematical model for analyzing the sustainability of the development of an enterprise in the fuel and energy complex, integrated into an information management system. It is noted that one of the strategic dominants in achieving the national goal of accelerating the technological development of any country is to ensure the effective functioning of enterprises in the fuel and energy complex. It is substantiated that these enterprises represent the basis of the material life of society, thus, ensuring their sustainable development is a significant factor for the formation of the structure of sectoral and inter-sectoral industrial complexes. In order to analyze the sustainable development of enterprises, an integral indicator is proposed, the components of which are the vectors of production, organizational, economic, environmental and social characteristics. Due to the weak structure of some characteristics, to solve the problem of their synthesis with quantitatively defined indicators, it is proposed to use the mathematical apparatus of fuzzy logic. Weakly structured indicators are formally described by linguistic variables. To establish the dependence of the integral indicator of sustainable development on production, organizational, economic, environmental and social indicators, a fuzzy-logical model has been built, which makes it possible to use the knowledge of experts by constructing rules of fuzzy inference. The fuzzy logic model is implemented using MATLAB tools. On the constructed model, experiments were carried out to assess the impact of each of the local indicators of sustainable development of an enterprise on the integral indicator. The advantage of the constructed model is its adaptability to changes in the operating conditions of enterprises.

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来源期刊
AIMS Energy
AIMS Energy ENERGY & FUELS-
CiteScore
3.80
自引率
11.10%
发文量
34
审稿时长
12 weeks
期刊介绍: AIMS Energy is an international Open Access journal devoted to publishing peer-reviewed, high quality, original papers in the field of Energy technology and science. We publish the following article types: original research articles, reviews, editorials, letters, and conference reports. AIMS Energy welcomes, but not limited to, the papers from the following topics: · Alternative energy · Bioenergy · Biofuel · Energy conversion · Energy conservation · Energy transformation · Future energy development · Green energy · Power harvesting · Renewable energy
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