Characterization and Quantification of Naphthenic Acids in Produced Water by Orbitrap MS and a Multivariate Approach.
Jussara Valente RoqueMarcella Ferreira RodriguesGabriel Henry M DufrayerIris Medeiros JúniorRogério Mesquita de CarvalhoGesiane da Silva LimaGabriel Franco Dos SantosBoniek Gontijo VazPublished in: Journal of the American Society for Mass Spectrometry (2024)
Naphthenic acids (NAs) naturally occur in crude oil and its associated produced water, presenting significant challenges, such as corrosion, in refinery apparatus and ecotoxicity in aquatic habitats. This study delineates a multivariate method to quantify NAs in produced water via electrospray ionization coupled with high-resolution Orbitrap mass spectrometry (ESI-Orbitrap MS). By employing liquid-liquid extraction, followed by direct infusion ESI(-)-Orbitrap MS, we characterized and quantified NAs employing a partial least-squares regression (PLS) model enhanced by the ordered predictor selection (OPS) algorithm. Thirty-six produced water samples were utilized, with 24 allocated for calibration and 12 designated for validation. The PLS-OPS model demonstrated notable accuracy in predicting NA concentrations in simulated and actual produced water samples ranging from ∼30 to 300 mg·L -1 . This methodology offers a rapid yet robust alternative for quantifying NAs using mass spectrometry augmented by PLS and the OPS. Its significance is underscored by its potential to equip the petroleum industry with a swift and reliable monitoring mechanism for NAs in produced water, thereby aiding in mitigating environmental and operational risks.
Keyphrases
- mass spectrometry
- high resolution
- liquid chromatography
- gas chromatography
- ms ms
- high performance liquid chromatography
- capillary electrophoresis
- high resolution mass spectrometry
- tandem mass spectrometry
- ultra high performance liquid chromatography
- low dose
- deep learning
- data analysis
- risk assessment
- case report
- fatty acid
- virtual reality
- low cost