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Record W4416905278 · doi:10.12700/aph.23.1.2026.1.2

Study on the Dynamic Properties of a Long freight Wagon, from a Safety Point of View, when Running on a Track

2025· article· W4416905278 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueActa Polytechnica Hungarica · 2025
Typearticle
Language
FieldEngineering
TopicRailway Engineering and Dynamics
Canadian institutionsUniversity of Regina
FundersKultúrna a Edukacná Grantová Agentúra MŠVVaŠ SRVedecká Grantová Agentúra MŠVVaŠ SR a SAVAgentúra na Podporu Výskumu a VývojaMinisterstvo školstva, vedy, výskumu a športu Slovenskej republiky
KeywordsTrack (disk drive)Point (geometry)Track-before-detectMulti point

Abstract

fetched live from OpenAlex

Railway transport of goods represents a crucial part of the transport system in many countries.Currently, containers' intermodal transport has a significant ratio of goods transport and rail vehicles, i.e., freight wagons for intermodal transport across the border of countries.As it is an international transport means, freight wagons need to be designed to meet the operational conditions of all countries in which they are used.The presented research is focused on the investigation of the dynamic properties of a long freight wagon.This wagon is designed for intermodal transport, and it is equipped with two Y25 bogies.The research is performed using a scientific method based on multibody system dynamics.Output quantities in a wheel/rail contact, such as vertical wheel forces Q, lateral wheel forces Y and the derailment quotient Y/Q, are evaluated.Simulation computations are carried out in commercial multi-body software.A railway track model corresponds to a real track section.The results of the performed research showed that the load of the wagon equipped with the Y25 bogie significantly influences the dynamic properties of the wagon under operational conditions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.429
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.220
Teacher spread0.208 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it