Can Neural Network Solve Everything? Case Study Of Contradiction In Logistic Processes With Neural Network Optimisation

Barrachina, Daniel Gomez-Lechon; Boldizsár, Adrienn; Zöldy, Máté; Török, Ádám

doi:10.1109/mosatt48908.2019.8944120

Cited by 6 publications

(4 citation statements)

References 11 publications

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“…When assessing the transportation of bulk and liquid cargoes, certain key elements that impact the safety of the transportation process are identified. This involves determining the relative importance of the forces influencing the cargo structure, the transport capacities' fill level, which directly affects the transported structure, and other variables influencing the transport structure's dynamics [34,35]. Therefore, it is important to assess not only how these factors work individually [36], but also how they interact with each other and what their importance is.…”

Section: Results Of Mathematical Calculationsmentioning

confidence: 99%

Comparison of the Relative Importance of Factors Affecting the Conveyance of Bulk and Liquid Cargo

Čižiūnienė,

Matijošius,

Liebuvienė

et al. 2024

Applied Sciences

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The transportation of bulk or liquid cargo is crucial for ensuring the delivery of such cargo to areas lacking well-established infrastructure or favorable natural conditions. These areas may lack sufficient rail or air transport accessibility, or may not have suitable embankments along rivers, lakes or seas with appropriate loading and unloading facilities. Regarding distinctive characteristics, we would like to emphasize the following: (1) Efficient freight accessibility without the need for more infrastructure that is tailored to the existing natural circumstances; (2) An efficient and cost-effective mode of transportation for the movement of small quantities of goods; (3) The cargo philosophy is designed to meet customer expectations by providing a convenient and personalised service that is focused on delivering goods directly to their door. This research employed theoretical methodologies to characterize the primary force exerted by vehicles in the transportation of bulk and liquid commodities (the relationship between centrifugal force and speed and the relationship between the center of gravity and speed). Furthermore, by using expert assessment, the significance indicators pertaining to the individual criteria impacting the transportation of bulk and liquid cargoes were ascertained, along with the identification of their interrelationships (comparison of the different forces in the transportation process of bulk and liquid cargoes, comparison of the criteria of centrifugal force in the transportation process of bulk and liquid cargoes, comparison of the dangerous factors in the transportation process of bulk and liquid cargoes, comparison of the critical level of tank filling in the transportation process of bulk and liquid cargoes, and comparison of the factors that can affect the dynamics of a vehicle in the transportation process of bulk and liquid cargoes).

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Section: Results Of Mathematical Calculationsmentioning

confidence: 99%

Comparison of the Relative Importance of Factors Affecting the Conveyance of Bulk and Liquid Cargo

Čižiūnienė,

Matijošius,

Liebuvienė

et al. 2024

Applied Sciences

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“…This results in an increase in both material and human costs in the efficiency process (Kramarz et al, 2021). Therefore, current trends are developed or simplified by low-cost models based on factor priority weights (Kumar and Anbanandam, 2020) or by intelligent self-taught methods based on artificial intelligence (Barrachina et al, 2019).…”

Section: Criteriamentioning

confidence: 99%

Factors influencing intermodal transport efficiency and sustainability

Filina-Dawidowicz¹,

Stankiewicz²,

Čižiūnienė³

et al. 2022

CogSust

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A dynamic development of intermodal transport is observed worldwide. This development, among other issues, is related to increasing the level of transport efficiency and sustainability. That increase presents a challenge for the participants of intermodal transport systems. Therefore, there is a need to analyze the factors influencing the efficiency and sustainability of intermodal transport. The article aims to analyze these factors considering the viewpoint of transport chains participants. Ten factors influencing intermodal transport efficiency and sustainability were identified. The case study of Polish market was analyzed using marketing research tool. The questionary was developed, and the survey was carried out among the representatives of intermodal terminals located at seaports, rail-road terminals and forwarders. On the basis of collected information, it was possible to set the ranking of the particular factors. It was stated that efficient handling of cargo and transport means in transshipment terminals forms the most important factor from the practitioners’ viewpoint.

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“…Freight transportation is an important element of the logistics supply chain [1], especially when taking into account the elements of reliability of supply. There are many aspects that affect the reliability indicators in cargo transportation [2].…”

Section: Introductionmentioning

confidence: 99%

Research Determining the Priority Order of Forces Acting on a Vehicle Transporting Logs

et al. 2023

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When transporting different types of cargo, the factors affecting the cargo must be assessed to ensure a safe and fast transportation process. However, the specificity of the cargo means that the standard assessment methods do not reflect the existing conditions or are standard at the theoretical and/or recommendation level. Therefore, in the event of a traffic accident, when a vehicle or cargo is damaged or other traffic participants are put at rink, assessment of the situation is difficult and requires an expert assessment. Then, the most optimal means of accomplishing this is to simulate transportation parameters with a specific vehicle and cargo. The transportation of wooden logs is a very specific method of transportation where, in addition to the weight of the load itself, it is necessary to assess how the load affects the dynamics of the vehicle. Therefore, determining the priority of the forces that act on the vehicle carrying wooden logs becomes very important in order to model the transport parameters of this cargo. This article uses an analytical survey, an expert survey and its analysis, and methods to determine correlations. Given the fact that the main forces acting on the load most often manifest during a turn, this study assessed road turns and the respective speed on them as the main parameters. Other parameters, such as road roughness and roundabouts, were not assessed, because they would be an object of long-distance research. The study results revealed that the main forces affecting a vehicle transporting logs manifest in the following priority order: inertial forces, gravity forces, frictional forces and, finally, centrifugal forces.

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Can Neural Network Solve Everything? Case Study Of Contradiction In Logistic Processes With Neural Network Optimisation

Cited by 6 publications

References 11 publications

Comparison of the Relative Importance of Factors Affecting the Conveyance of Bulk and Liquid Cargo

Comparison of the Relative Importance of Factors Affecting the Conveyance of Bulk and Liquid Cargo

Factors influencing intermodal transport efficiency and sustainability

Research Determining the Priority Order of Forces Acting on a Vehicle Transporting Logs

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