APPLICATION OF THE SCENARIO APPROACH TO THE ANALYSIS AND CONTROL OF RISKS IN THE OPERATION OF COMPLEX DYNAMIC SYSTEMS UNDER CONDITIONS OF INTERVAL UNCERTAINTY

Pavel V. Kalashnikov
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Abstract

Introduction. The paper provides a description of the scenario approach to risk control in the operation of complex technical systems under conditions of uncertainty. The scenario is understood as the optimal control action on the system parameters, which allows minimizing the possible costs associated with the implementation of the corresponding risk event. The aim of the study is to develop effective risk management methods for the operation of a complex dynamic system under conditions of uncertainty based on a scenario approach that makes it possible to implement the optimal control action on the parameters of an object in the event of a threat of an emergency. Materials and methods. The article describes the application of the scenario method to the management of risks that arise during the operation of a complex dynamic system under conditions of interval uncertainty. This approach is based on the application of methods of interval analysis and the theory of situational management. The scientific novelty of the implemented approach lies in the use of the interval analysis apparatus, which makes it possible to most correctly take into account the possible errors associated with measuring the values of the system parameters and apply the optimal control actions necessary for correction in the event that the permissible indicators go beyond the operability area. Discussion and conclusion. The mathematical model of risk control developed in the course of the study carried out during the process of functioning of a complex technical system under conditions of interval uncertainty based on the scenario approach allows the selection of optimal control actions (scenarios) that allow minimizing possible errors and inaccuracies that arise due to deviation from the calculated nominal values.
在区间不确定性条件下,应用情景方法分析和控制复杂动态系统运行中的风险
导言本文介绍了在不确定条件下对复杂技术系统运行进行风险控制的情景方法。情景被理解为对系统参数的最佳控制行动,它可以最大限度地降低与实施相应风险事件相关的可能成本。 本研究的目的是为不确定条件下复杂动态系统的运行开发有效的风险管理方法,该方法基于情景方法,可以在出现紧急情况威胁时对目标参数实施最佳控制行动。 材料和方法文章介绍了在区间不确定性条件下,应用情景法管理复杂动态系统运行过程中出现的风险。该方法基于区间分析方法和情景管理理论的应用。 所实施方法的科学新颖性在于使用区间分析装置,从而能够最正确地考虑到与测量系统参数值相关的可能误差,并在允许指标超出可操作性范围时采取必要的最佳控制措施进行纠正。 讨论和结论。在区间不确定性条件下的复杂技术系统运行过程中,根据情景方法进行的研究开发了风 险控制数学模型,该模型允许选择最佳控制行动(情景),从而最大限度地减少因偏离计算 的标称值而可能产生的误差和不准确性。
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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