Evidence map›Paper›PMID 37687868›Full record

ArticleSensors (Basel, Switzerland)2023

Reliability Testing of a Low-Cost, Multi-Purpose Arduino-Based Data Logger Deployed in Several Applications Such as Outdoor Air Quality, Human Activity, Motion, and Exhaust Gas Monitoring.

Erik Hernández-Rodríguez, Rosa Amalia González-Rivero, Olivier Schalm, Alain Martínez, Luis Hernández, Daniellys Alejo-Sánchez, Tim Janssens, Werner Jacobs

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. HardwareX · 2025
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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

8 authors.

Erik Hernández-RodríguezFaculty of Electrical Engineering, Universidad Central "Marta Abreu" de Las Villas, Road to Camajuaní Km 5.5, Santa Clara 54830, Cuba.
Rosa Amalia González-RiveroFaculty of Chemistry, Universidad Central "Marta Abreu" de Las Villas, Road to Camajuaní Km 5.5, Santa Clara 54830, Cuba.ORCID 0000-0002-6905-4379
Olivier SchalmAntwerp Maritime Academy, Noordkasteel Oost 6, 2030 Antwerpen, Belgium.ORCID 0000-0001-8705-7293
Alain MartínezFaculty of Electrical Engineering, Universidad Central "Marta Abreu" de Las Villas, Road to Camajuaní Km 5.5, Santa Clara 54830, Cuba.ORCID 0000-0002-6873-126X
Luis HernándezFaculty of Electrical Engineering, Universidad Central "Marta Abreu" de Las Villas, Road to Camajuaní Km 5.5, Santa Clara 54830, Cuba.
Daniellys Alejo-SánchezFaculty of Chemistry, Universidad Central "Marta Abreu" de Las Villas, Road to Camajuaní Km 5.5, Santa Clara 54830, Cuba.ORCID 0000-0001-9107-7190
Tim JanssensAntwerp Maritime Academy, Noordkasteel Oost 6, 2030 Antwerpen, Belgium.
Werner JacobsAntwerp Maritime Academy, Noordkasteel Oost 6, 2030 Antwerpen, Belgium.ORCID 0000-0002-2205-9711

Funding

vliruos BE2017GMHVLHC106vliruos CU2019SIN242B124
6 · The paper itself

Abstract

This contribution shows the possibilities of applying a low-cost, multi-purpose data logger built around an Arduino Mega 2560 single-board computer. Most projects use this kind of hardware to develop single-purpose data loggers. In this work, a data logger with a more general hardware and software architecture was built to perform measurement campaigns in very different domains. The wide applicability of this data logger was demonstrated with short-term monitoring campaigns in relation to outdoor air quality, human activity in an office, motion of a journey on a bike, and exhaust gas monitoring of a diesel generator. In addition, an assessment process and corresponding evaluation framework are proposed to assess the credibility of low-cost scientific devices built in-house. The experiences acquired during the development of the system and the short measurement campaigns were used as inputs in the assessment process. The assessment showed that the system scores positively on most product-related targets. However, unexpected events affect the assessment over the longer term. This makes the development of low-cost scientific devices harder than expected. To assure stability and long-term performance of this type of design, continuous evaluation and regular engineering corrections are needed throughout longer testing periods.

Indexed as

Arduinocustom expansion shielddata loggermonitoringreliabilitysensors

Identifiers

PMID37687868
PMCPMC10490711

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.