Infrared Spectroscopy Advances Could Reshape Real-Time Gas Analysis in Oil and Gas Drilling

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Researchers at Southwest Petroleum University recently published a comprehensive review in Applied Spectroscopy Reviews that outlines how infrared (IR) spectroscopy is redefining gas logging during oil and gas drilling operations, identifying the key engineering hurdles that still stand between laboratory breakthroughs and widespread field adoption.¹

IR gas logging technology has seen major strides over the past several years. For example, a team of researchers used particle swarm optimization split peak fitting and support vector machine to improve the quality of the IR spectra.² This review consolidates all these advancements across multiple IR detection technologies, including high-Q metasurfaces, quantum cascade laser systems, and cavity-enhanced detection methods. Combined with adaptive machine learning (ML) algorithms, these approaches have pushed detection sensitivity below the sub-parts-per-million threshold with response times in the millisecond range.¹

The practical significance for drilling operations is considerable. Conventional gas logging relies on chromatographic methods, which are accurate but slow and require significant sample preparation.³ IR spectroscopy offers continuous, noninvasive compositional analysis of formation gases as drilling progresses. These data that informs decisions about reservoir characterization, well safety, and production potential in near real time.¹

However, Li and colleagues concentrated their review article on the gap between what these technologies can do in controlled settings and what they can reliably deliver downhole. The review identifies three primary obstacles to field deployment: environmental instability in the wellbore, calibration drift caused by dynamic downhole conditions, and signal interference from drilling fluids.¹ These factors can degrade measurement accuracy precisely when reliable data matters most.¹

Three development priorities can resolve these three obstacles, according to the researchers. They cited ruggedized sensor designs capable of withstanding harsh mechanical and thermal conditions, autonomous recalibration protocols that do not require human intervention during drilling, and edge-compatible computational algorithms that can process spectral data locally without relying on surface data links as three adjustments that can help make these logging technologies more field-deployable.¹

Apart from the petroleum sector, the review article also discusses how IR-based gas logging can potentially be deployed in spectroscopic systems in what they classified as "highly disturbed environments.”¹ A highly disturbed environment is defined by the authors as a category that encompasses chemical processing, environmental monitoring, and other industrial applications where conditions are variable and controlled measurement is difficult.¹

For instrumentation and oilfield technology developers, this review article provided a roadmap to identifying where commercial investment is most likely to yield deployable systems.

References

1. Raza, A.; Li, Z.; Ni, P. et al. Infrared Spectroscopy for Real-time Gas Logging: A Critical Review of Methodological Advances and Field Deployment Challenges. Appl. Spectrosc. Rev. 2026, 1–37. DOI: 10.1080/05704928.2025.2611743
2. Li, Z.; Pang, W.; Liang, H. et al. A Novel Method to Realize Multicomponent Infrared Spectroscopy Gas Logging based on PSO-split Peak Fitting-SVM. J. Nat. Gas Sci. Eng. 2022, 101, 104496. DOI: 10.1016/j.jngse.2022.104496
3. Hao, W.; Wang, H.; Shi, Z. Development a Novel Gas Chromatography–Mass Spectrometry Equipment for Rapid Offshore Oil and Gas Logging. J. Phys.: Conf. Ser. 2024, 2901, 012025. DOI: 10.1088/1742-6596/2901/1/012025