Resource-time analysis of transport-technological cycles based on GERT-network modeling

The article presents a method for resource-time analysis of transport-technological cycles based on GERT modeling. Two models are considered: the basic GERT taking into account only the time factor and the extended MTP-GERT (Multiple Transfer Parameters GERT) taking into account the time of operations and consumed resources. Methods for analyzing the uncertainty of the process of implementing transport-technological cycles are proposed: based on variance for single-factor analysis and based on covariance for multifactor analysis. It is shown that the method based on covariance allows obtaining a more complete picture of the influence of various factors on the uncertainty of the process of implementing transport-technological cycles. The use of this approach makes it possible to identify critical operations of the transport-technological cycle and provide decision makers with reliable information for process optimization. The results of the study can be used to improve the efficiency of complex technical systems management.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.47813/dnit.4.2025.1003
Primary Topic
Advanced Data Processing Techniques
Type
article
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article

Resource-time analysis of transport-technological cycles based on GERT-network modeling

В.А. Подоплелова
Advanced Data Processing Techniques
article

Resource-time analysis of transport-technological cycles based on GERT-network modeling

В.А. Подоплелова
article en

Abstract

The article presents a method for resource-time analysis of transport-technological cycles based on GERT modeling. Two models are considered: the basic GERT taking into account only the time factor and the extended MTP-GERT (Multiple Transfer Parameters GERT) taking into account the time of operations and consumed resources. Methods for analyzing the uncertainty of the process of implementing transport-technological cycles are proposed: based on variance for single-factor analysis and based on covariance for multifactor analysis. It is shown that the method based on covariance allows obtaining a more complete picture of the influence of various factors on the uncertainty of the process of implementing transport-technological cycles. The use of this approach makes it possible to identify critical operations of the transport-technological cycle and provide decision makers with reliable information for process optimization. The results of the study can be used to improve the efficiency of complex technical systems management.

Openalex Percentile: Top 92%
Advanced Data Processing Techniques
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Resource-time analysis of transport-technological cycles based on GERT-network modeling — В.А. Подоплелова · (2025) | TGRS Research Map | TGRS