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Conceição FR, Michels FS, Falcão EA, Nicolodelli G, Oliveira SL, Caires ARL. A fluorescence-based multivariate method for biodiesel quantification in undiluted diesel-biodiesel blends without sample preparation. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 308:123773. [PMID: 38142492 DOI: 10.1016/j.saa.2023.123773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/24/2023] [Accepted: 12/14/2023] [Indexed: 12/26/2023]
Abstract
In this work, excitation-emission matrices (EEMs) were used in association with parallel factor analysis (PARAFAC) to assess biodiesel content in undiluted diesel-biodiesel blends (DBBs) without pre-sample preparation. EEMs were decomposed using the PARAFAC (EEMs-PARAFAC), and the loading values of the PARAFAC component as a function of biodiesel content in the blends were used to build an analytical model to quantify the biodiesel content in DBBs. The proposed model presenting a limit of detection (LOD) and a limit of quantification (LOQ) of 2.5% and 11% w/w, respectively, successfully predicted the biodiesel content in the validation samples. The robustness of the model was confirmed by a close analysis of the root mean square error of prediction, standard error of prediction, relative standard deviation of prediction, and Bias. Therefore, an accurate and robust analytical model based on EEMs-PARAFAC was developed to quantify the biodiesel content in undiluted DBBs without sample preparation.
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Affiliation(s)
- Fernando R Conceição
- Optics and Photonics Group, Institute of Physics, Federal University of Mato Grosso do Sul, PO Box 549, 79070-900 Campo Grande, MS, Brazil; Federal Institute of Mato Grosso do Sul, 79750-000 Nova Andradina, SP, Brazil
| | - Flávio S Michels
- Optics and Photonics Group, Institute of Physics, Federal University of Mato Grosso do Sul, PO Box 549, 79070-900 Campo Grande, MS, Brazil
| | - Evaristo A Falcão
- Faculty of Exact Sciences and Technology, Federal University of Grande Dourados, PO Box 364, 79804-970 Dourados, MS, Brazil
| | - Gustavo Nicolodelli
- Department of Physics, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | - Samuel L Oliveira
- Optics and Photonics Group, Institute of Physics, Federal University of Mato Grosso do Sul, PO Box 549, 79070-900 Campo Grande, MS, Brazil
| | - Anderson R L Caires
- Optics and Photonics Group, Institute of Physics, Federal University of Mato Grosso do Sul, PO Box 549, 79070-900 Campo Grande, MS, Brazil.
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Silva do Nascimento D, Volpe V, Insausti M, Grünhut M. On line kinetic analysis of permeation profiles for UV filter loaded microemulsions using an automatic system with spectroscopic detection and a chemometric approach. RSC Adv 2021; 11:15528-15538. [PMID: 35481163 PMCID: PMC9029408 DOI: 10.1039/d1ra01067k] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 04/18/2021] [Indexed: 11/21/2022] Open
Abstract
On-line and green automatic methods with spectrophotometric detection were developed to the obtention of permeation kinetic constants of octyl p-methoxycinnamate in o/w microemulsions. The effect of interferences was overcome using chemometric tools.
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Affiliation(s)
| | - Verónica Volpe
- INQUISUR (UNS-CONICET)
- Department of Chemistry
- Universidad Nacional del Sur
- Bahía Blanca
- Argentina
| | - Matías Insausti
- INQUISUR (UNS-CONICET)
- Department of Chemistry
- Universidad Nacional del Sur
- Bahía Blanca
- Argentina
| | - Marcos Grünhut
- INQUISUR (UNS-CONICET)
- Department of Chemistry
- Universidad Nacional del Sur
- Bahía Blanca
- Argentina
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Multiway analysis through direct excitation-emission matrix imaging. Anal Chim Acta 2018; 1032:32-39. [DOI: 10.1016/j.aca.2018.07.069] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 06/21/2018] [Accepted: 07/25/2018] [Indexed: 11/19/2022]
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Azcarate SM, de Araújo Gomes A, Muñoz de la Peña A, Goicoechea HC. Modeling second-order data for classification issues: Data characteristics, algorithms, processing procedures and applications. Trends Analyt Chem 2018. [DOI: 10.1016/j.trac.2018.07.022] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Hu Y, Wu HL, Yin XL, Gu HW, Liu Z, Xiao R, Xie LX, Fang H, Yu RQ. A flexible and novel strategy of alternating trilinear decomposition method coupled with two-dimensional linear discriminant analysis for three-way chemical data analysis: Characterization and classification. Anal Chim Acta 2018; 1021:28-40. [DOI: 10.1016/j.aca.2018.03.050] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 03/11/2018] [Accepted: 03/15/2018] [Indexed: 10/17/2022]
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Samari F, Yousefinejad S. Quantitative structural modeling on the wavelength interval (Δ λ ) in synchronous fluorescence spectroscopy. J Mol Struct 2017. [DOI: 10.1016/j.molstruc.2017.07.033] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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