DECISION SUPPORT SYSTEM USED TO IMPROVE THE COMPETITIVENESS OF A POWER GENERATING COMPANY UNDER CONDITIONS OF UNCERTAINTY

A. Domnikov, M. Khodorovsky, L. Domnikova
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引用次数: 2

Abstract

In real life energy problems that do not contain uncertainties are more of an exception than the rule. Solving the problems of analyzing the state and development of energy systems, including power generating companies, is seriously complicated by the uncertainty of initial information observed when describing the current and future level of competitiveness, as well as the uncertainty of criteria on quality of the state and of decisions on effective development being made. The difficulties in analyzing the state of energy systems caused by the influence of objective factors are such that, despite numerous researchers working in this area, they are still far from being overcome. Therefore, studies on improving the decision-making system to improve the competitiveness of a power generating company, taking into account the uncertainty factors in solving the tasks considered in this article, are relevant. The article proposes a scheme for elaborating a system of informational support for decision-making pertaining to development of a power generating company. Methods for determining results of operations on fuzzy parameter values have been developed. We present here methods for solving selection problems with fuzzy values of criterion assessments on a finite set of alternatives and classification problems with a fuzzy description of classes and values of indicators characterizing the power generating companies’ competitiveness. An algorithm for informational support of the process of generation and selection of development alternatives for power generating companies in a high economic risk environment has been developed. In the course of this study we have reviewed the directions for increasing the level of competitiveness of a power generating company, taking into account any peculiarities of the use of innovative technologies in the area of energy generation in an environment where uncertainty and multiple criteria are present.
决策支持系统用于在不确定条件下提高发电企业的竞争力
在现实生活中,不包含不确定性的能源问题更多的是例外,而不是规律。解决分析能源系统(包括发电公司)的状态和发展的问题,由于在描述当前和未来竞争力水平时观察到的初始信息的不确定性,以及状态质量标准和有效发展决策的不确定性,而变得非常复杂。由于客观因素的影响,分析能源系统状态的困难是这样的,尽管有许多研究人员在这一领域工作,但它们仍然远远没有被克服。因此,研究在解决本文所考虑的任务时,考虑不确定性因素,改进决策系统以提高发电公司的竞争力是有意义的。本文提出了构建发电企业发展决策信息支持系统的方案。提出了确定模糊参数值运算结果的方法。在此,我们提出了解决在有限备选方案集上具有模糊标准评价值的选择问题和具有表征发电公司竞争力的指标类别和值的模糊描述的分类问题的方法。提出了一种针对高经济风险环境下发电企业发电过程和发展方案选择的信息支持算法。在本研究的过程中,我们回顾了提高发电公司竞争力水平的方向,考虑到在不确定性和多重标准存在的环境中,在能源生产领域使用创新技术的任何特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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