Non-Invasive Monitoring of Ethanol and Methanol Levels in Grape-Derived Pisco Distillate by Vibrational Spectroscopy

MakaleAçık Erişim

Özet

Handheld Raman and portable FT-IR spectroscopy devices were evaluated for fast and non-invasive determination of methanol and ethanol levels in Peruvian Pisco. Commercial Peruvian Pisco (n = 171) samples were kindly provided by the UNALM Alliance for Research in Alcohol and its Derivatives (Lima, Peru) and supplemented by purchases at grocery and online stores. Pisco spectra were collected on handheld Raman spectrometers equipped with either a 1064 nm or a 785 nm excitation laser and a portable infrared unit operating in transmission mode. The alcohol levels were determined by GC-MS. Calibration models used partial least-squares regression (PLSR) to develop prediction algorithms. GC-MS data revealed that 10% of Pisco samples had ethanol levels lower than 38%, indicating possible water dilution. Methanol levels ranged from 10 to 130 mg/100 mL, well below the maximum levels allowed for fruit brandies. Handheld Raman equipped with a 1064 nm excitation laser gave the best results for determining ethanol (SEP = 1.2%; RPre = 0.95) and methanol (SEP = 1.8 mg/100 mL; RPre = 0.93). Randomly selected Pisco samples were spiked with methanol (75 to 2800 mg/100 mL), and their Raman spectra were collected through their genuine commercial bottles. The prediction models gave an excellent performance (SEP = 98 mg/100 mL; RPre = 0.97), allowing for the non-destructive and non-contact determination of methanol and ethanol concentrations without opening the bottles.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/10418Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.3390/s21186278Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorMenevseoglu, Ahmed
dc.contributor.authorAykas, Didem P.
dc.contributor.authorHatta-Sakoda, Beatriz
dc.contributor.authorToledo-Herrera, Victor Hugo
dc.contributor.authorRodriguez-Saona, Luis E.
dc.date.accessioned2026-10-22T09:22:58.001878348Z
dc.date.available2026-10-22T09:22:58.001878348Z
dc.date.issued2021-09
dc.description.abstractHandheld Raman and portable FT-IR spectroscopy devices were evaluated for fast and non-invasive determination of methanol and ethanol levels in Peruvian Pisco. Commercial Peruvian Pisco (n = 171) samples were kindly provided by the UNALM Alliance for Research in Alcohol and its Derivatives (Lima, Peru) and supplemented by purchases at grocery and online stores. Pisco spectra were collected on handheld Raman spectrometers equipped with either a 1064 nm or a 785 nm excitation laser and a portable infrared unit operating in transmission mode. The alcohol levels were determined by GC-MS. Calibration models used partial least-squares regression (PLSR) to develop prediction algorithms. GC-MS data revealed that 10% of Pisco samples had ethanol levels lower than 38%, indicating possible water dilution. Methanol levels ranged from 10 to 130 mg/100 mL, well below the maximum levels allowed for fruit brandies. Handheld Raman equipped with a 1064 nm excitation laser gave the best results for determining ethanol (SEP = 1.2%; RPre = 0.95) and methanol (SEP = 1.8 mg/100 mL; RPre = 0.93). Randomly selected Pisco samples were spiked with methanol (75 to 2800 mg/100 mL), and their Raman spectra were collected through their genuine commercial bottles. The prediction models gave an excellent performance (SEP = 98 mg/100 mL; RPre = 0.97), allowing for the non-destructive and non-contact determination of methanol and ethanol concentrations without opening the bottles.
dc.identifier.articlenumber6278
dc.identifier.doi10.3390/s21186278
dc.identifier.eissn1424-8220
dc.identifier.issn1424-8220
dc.identifier.issue18
dc.identifier.pmid34577485
dc.identifier.scopus2-s2.0-85115088652
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/10418
dc.identifier.volume21
dc.identifier.wosWOS:000699952600001
dc.language.isoen
dc.publisherMDPI
dc.relation.ispartofSENSORS
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectPisco
dc.subjectethanol
dc.subjectmethanol
dc.subjectadulteration
dc.subjectRaman
dc.subjectFT-IR
dc.subject.classificationChemistry, Analytical
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationInstruments & Instrumentation
dc.subject.classificationChemistry
dc.subject.classificationEngineering
dc.subject.otherQUANTITATIVE-ANALYSIS
dc.subject.otherALCOHOLIC BEVERAGES
dc.subject.otherSPIRIT
dc.titleNon-Invasive Monitoring of Ethanol and Methanol Levels in Grape-Derived Pisco Distillate by Vibrational Spectroscopy
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex21
rdl.citation.scopus19
rdl.citation.wos17
rdl.departmentDepartment of Food Engineering, Faculty of Engineering and Natural Sciences, Gumushane University, Gumushane 29100, Turkey
rdl.oa.statusgold
rdl.oa.urlhttps://www.mdpi.com/1424-8220/21/18/6278/pdf?version=1631963568
rdl.source.indexWOS
rdl.source.indexSCOPUS
rdl.source.indexPUBMED
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)