Algorithms of a Logical Conclusion of Knowledge in Difficult Technical Systems on the Basis of Indistinct Rules

Белоусов, В. Е.; Курочка, П. Н.; Аверина, Т. А.

doi:10.1109/icaict.2017.8687040

Cited by 2 publications

(1 citation statement)

References 1 publication

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“…Also, the social platform can store and update the technical knowledge base, providing a systematic record of failures, warnings and maintenance performed. This makes it easier to make predictive asset management decisions [10].…”

Section: Social Platform Levelmentioning

confidence: 99%

Application of digital twins in the management of socio-economic systems

et al. 2021

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The article describes the use of digital twins in socio-economic processes using the example of predictive asset maintenance management. For this, the architecture of a distributed forecasting information system is proposed that collects data from digital twins and provides them with a pre-trained neural network model to obtain forecasts about the need for predictive maintenance. The article discusses two types of forecasts - about the remaining useful life and the possible failure of an asset in the considered time window. Computational experiments have been carried out, confirming that the proposed neural network model allows, due to the simultaneous training of solving two problems, to obtain more accurate forecasts than models trained to solve one problem.

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Section: Social Platform Levelmentioning

confidence: 99%

Application of digital twins in the management of socio-economic systems

et al. 2021

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Synthesis of Group Incentive Systems on the Basis of Heuristic Algorithms

Баркалов

Burkov

Pavel

et al. 2020

IOP Conf. Ser.: Mater. Sci. Eng.

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The task of synthesizing the system of incentives for executives is considered with the aim of ensuring the project implementation deadlines. This problem occurs when, with the accepted method of organizing the execution of work on a project, the period for its implementation exceeds the allowable one. In this case, a list of organizational and technological measures is being developed, aimed at reducing the duration of the work that constitutes the project. The cost of reducing the duration of work is linearly dependent on the magnitude of this reduction. The incentive system is designed to offset these costs performers. In the system of group incentives, all projects are divided into several groups, and each group has its own incentive system. It is shown that the most preferable will be a group incentive system that combines the advantages of both individual and collective incentive systems. A task is considered when the number of groups is set into which it is necessary to divide the whole set of project works, and the number of works in groups is assumed to be two. This formulation of the problem can be represented as a graph. It is shown that in this case the problem reduces to determining the maximum matching of the minimum weight. A heuristic algorithm for solving this problem is given.

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Algorithms of a Logical Conclusion of Knowledge in Difficult Technical Systems on the Basis of Indistinct Rules

Cited by 2 publications

References 1 publication

Application of digital twins in the management of socio-economic systems

Application of digital twins in the management of socio-economic systems

Synthesis of Group Incentive Systems on the Basis of Heuristic Algorithms

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