The Classification of Synthetic- and Petroleum-Based Hydrocarbon Fluids Using Handheld Raman Spectroscopy

Hydrocarbon fluids have a widespread presence in modern society due to their role in the global energy and fuel supply. The ability to distinguish between hydrocarbon fluids from different manufacturing processes is essential in industrial and government settings. Currently, performing such analyses is expensive and time-consuming, as standard practice involves sending samples to a laboratory for gas chromatography-mass spectrometry (GC-MS) analysis. The inherent limitations of traditional separation techniques often make them unsuitable for the demands of real-time process monitoring and control. This work proposes the use of handheld Raman spectroscopy for rapid classification of petroleum- and synthetic-based hydrocarbon fluids. A total of 600 Raman spectra were collected from six different hydraulic fluids and analyzed. Preliminary visual observations revealed reproducible spectral differences between various types of hydraulic fluids. Principal component analysis (PCA) and linear discriminant analysis (LDA) were used to investigate the data further. The findings indicate that handheld Raman spectrometers are capable of detecting chemical features of hydrocarbon fluids, supporting the classification of their formulations.

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Publication Details

Journal
Chemosensors
Published
2025-09-02
DOI
https://doi.org/10.3390/chemosensors13090327
Primary Topic
Spectroscopy Techniques in Biomedical and Chemical Research
Type
article
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article

The Classification of Synthetic- and Petroleum-Based Hydrocarbon Fluids Using Handheld Raman Spectroscopy

Jorn Yu, Geraldine Monjardez, Karin Marchand, Javier E. Hodges
Chemosensors
Spectroscopy Techniques in Biomedical and Chemical Research
article

The Classification of Synthetic- and Petroleum-Based Hydrocarbon Fluids Using Handheld Raman Spectroscopy

Jorn Yu, Geraldine Monjardez, Karin Marchand, Javier E. Hodges
article en

Abstract

Hydrocarbon fluids have a widespread presence in modern society due to their role in the global energy and fuel supply. The ability to distinguish between hydrocarbon fluids from different manufacturing processes is essential in industrial and government settings. Currently, performing such analyses is expensive and time-consuming, as standard practice involves sending samples to a laboratory for gas chromatography-mass spectrometry (GC-MS) analysis. The inherent limitations of traditional separation techniques often make them unsuitable for the demands of real-time process monitoring and control. This work proposes the use of handheld Raman spectroscopy for rapid classification of petroleum- and synthetic-based hydrocarbon fluids. A total of 600 Raman spectra were collected from six different hydraulic fluids and analyzed. Preliminary visual observations revealed reproducible spectral differences between various types of hydraulic fluids. Principal component analysis (PCA) and linear discriminant analysis (LDA) were used to investigate the data further. The findings indicate that handheld Raman spectrometers are capable of detecting chemical features of hydrocarbon fluids, supporting the classification of their formulations.

ChemosensorsVol. 13(9)
Sam Houston State University (US)
Openalex Percentile: Top 84%
Spectroscopy Techniques in Biomedical and Chemical Research
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The Classification of Synthetic- and Petroleum-Based Hydrocarbon Fluids Using Handheld Raman Spectroscopy — Jorn Yu, Geraldine Monjardez, et al. · Chemosensors (2025) | TGRS Research Map | TGRS