Evidence map›Paper›PMID 42356793›Full record

ArticleSensors (Basel, Switzerland)2026

Diode-Laser-Based Raman Spectroscopy Applied to the Thermodynamic Characterization of Natural Gas and Hydrogen-Enriched Natural Gas.

Fabio Melison, Lorenzo Cocola, Elena Meneghin, Riccardo Danese, Daniele Rossi, Luca Poletto

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Fabio MelisonCNR-IFN, National Research Council of Italy-Institute for Photonics and Nanotechnologies, Via Trasea 7, 35131 Padova, Italy.ORCID 0009-0007-3798-6917
Lorenzo CocolaCNR-IFN, National Research Council of Italy-Institute for Photonics and Nanotechnologies, Via Trasea 7, 35131 Padova, Italy.ORCID 0000-0003-4021-3150
Elena MeneghinPietro Fiorentini S.p.A., Via Enrico Fermi 8/10, 36057 Arcugnano, Italy.ORCID 0000-0003-1565-8086
Riccardo DanesePietro Fiorentini S.p.A., Via Enrico Fermi 8/10, 36057 Arcugnano, Italy.
Daniele RossiPietro Fiorentini S.p.A., Via Enrico Fermi 8/10, 36057 Arcugnano, Italy.
Luca PolettoCNR-IFN, National Research Council of Italy-Institute for Photonics and Nanotechnologies, Via Trasea 7, 35131 Padova, Italy.

Funding

Project PiPe4.0, part of ATTRACT2 101004462
6 · The paper itself

Abstract

Natural gas transportation and distribution networks are becoming increasingly heterogeneous due to the injection of biomethane, regasified LNG, and hydrogen-enriched natural gas, requiring distributed and continuous gas-quality monitoring. This work presents an industrial Raman-based instrument for in-line measurement of natural gas and hydrogen-enriched natural gas composition and related thermodynamic properties. The system employs a 450 nm broadband laser diode, a high-throughput custom spectrometer, and a pressure-rated gas cell integrated in an ATEX-certified enclosure. Gas composition is retrieved through calibration spectra and non-linear least-squares fitting, while higher heating value is calculated according to ISO 6976. The instrument was validated over pressures from 1.5 to 17 bara and temperatures from -20 °C to 55 °C using certified representative gas mixtures. The system achieved compliance with OIML R 140 Class A requirements, with HHV errors below ±0.5% and repeatability within 0.1%, while operating without carrier gases or sample manipulation. Long-term field operations in pressure-reduction stations confirmed stable performance over twelve months. The results demonstrate that Raman spectroscopy can provide a robust, low-maintenance solution for continuous natural-gas-quality monitoring and controlled hydrogen-blending applications.

Indexed as

higher heating valuehydrogen blendinghydrogen-enriched natural gasindustrial-grade spectrometerin-line gas analysisnatural gasRaman spectroscopy

Identifiers

PMID42356793
PMCPMC13306366

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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.