Evidence map›Paper›PMID 40285111›Full record

ArticleSensors (Basel, Switzerland)2025

Long-Term Assessment of the Properties of Load Sensors Applied in Weigh-in-Motion Systems.

Janusz Gajda, Ryszard Sroka, Piotr Burnos, Mateusz Daniol

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Janusz GajdaDepartment of Measurement and Electronics, AGH University of Krakow, Al. A. Mickiewicza 30, 30-059 Kraków, Poland.ORCID 0000-0003-4818-7663
Ryszard SrokaDepartment of Measurement and Electronics, AGH University of Krakow, Al. A. Mickiewicza 30, 30-059 Kraków, Poland.ORCID 0000-0003-3677-713X
Piotr BurnosDepartment of Measurement and Electronics, AGH University of Krakow, Al. A. Mickiewicza 30, 30-059 Kraków, Poland.ORCID 0000-0001-6591-9040
Mateusz DaniolDepartment of Measurement and Electronics, AGH University of Krakow, Al. A. Mickiewicza 30, 30-059 Kraków, Poland.ORCID 0000-0003-2363-7912

Funding

Polish Ministry of Science and Higher Education PM-II/SP/0005/2024/02
6 · The paper itself

Abstract

The noticeable growth of road transport means that the protection of road infrastructure is becoming a critical issue. The main factor leading to the excessive degradation of roads are overloaded vehicles. The effective elimination of such vehicles from road traffic is possible through widespread usage of Weigh-In-Motion (WIM) systems for direct mass enforcement, thus eliminating the need for "manual" vehicle checks which are currently carried out by the appropriate services. WIM mass enforcement systems require strict metrological control, meaning that an initial verification, conducted at the moment when the system is installed, and subsequent periodic verifications are required. These operations aim to ensure that vehicle weighing error is consistently maintained within a permissible range of values. Fulfilment of this condition allows for the minimisation of the probability that a vehicle loaded within normative limits will be classified as overloaded. The long-term study of two WIM systems located on provincial road 975 in Wielka Wies, in southern Poland, equipped with load sensors made using different technologies (strain gauge sensors and quartz sensors) and in different weather conditions, has allowed us to formulate recommendations regarding the frequency with which subsequent verifications should be performed in order to ensure the reliability of the weighing results. This paper presents the results of these studies and conclusions formulated based on them; in this case, they showed a verification of the system can be performed every 8 months. The conclusions and recommendations that we have presented concern primarily those WIM stations which were the object of our study and caution should be exercised when generalising these to other cases. Its novelty results from several premises. For the first time, long-term studies of two WIM systems equipped with load sensors made with different technologies were carried out. Both systems were installed on the same surface, in the immediate vicinity of each other. They were installed on a standard road and were subjected to the constant impact of road traffic with identical parameters. Tests of both WIM systems were performed periodically, using the pre-weighed vehicles method, in different seasons, for a period of 15 months. During the tests, the same test vehicles drove through both WIM systems at the same speed. All of this resulted in the obtainment of a unique set of measurement data, the analysis of which allowed for the assessment and comparison of the proprieties of the load sensors made with both technologies.

Indexed as

direct mass enforcementdynamic weighing of road vehicleslong-term assessment of accuracystationarity of measurement systemsweigh-in-motion (WIM) systems

Identifiers

PMID40285111
PMCPMC12030939

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.