2022
DOI: 10.3390/molecules27238530
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How to Identify Roast Defects in Coffee Beans Based on the Volatile Compound Profile

Abstract: The aim of this study was to detect and identify the volatile compounds in coffee that was obtained in defect roast processes versus standard roasting and to determine the type and strength of the correlations between the roast defects and the volatile compound profile in roasted coffee beans. In order to achieve this goal, the process of coffee bean roasting was set to produce an underdeveloped coffee defect, an overdeveloped coffee defect, and defectless coffee. The “Typica” variety of Arabica coffee beans w… Show more

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Cited by 13 publications
(17 citation statements)
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References 41 publications
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“…Since the value performance in the training phase is lower than that in the experimental phase, there is no evidence of under-or overfitting. These results are consistent with the studies obtained by other researchers that have been conducted with the help of the E-nose and ANNs [69][70][71][72][73]. Khorramifar, Rasekh, Karami, Malaga-Toboła, and Gancarz [42] used an ANN and an electronic nose to classify potato varieties with a 97.8% accuracy.…”
Section: Ann Resultssupporting
confidence: 90%
“…Since the value performance in the training phase is lower than that in the experimental phase, there is no evidence of under-or overfitting. These results are consistent with the studies obtained by other researchers that have been conducted with the help of the E-nose and ANNs [69][70][71][72][73]. Khorramifar, Rasekh, Karami, Malaga-Toboła, and Gancarz [42] used an ANN and an electronic nose to classify potato varieties with a 97.8% accuracy.…”
Section: Ann Resultssupporting
confidence: 90%
“…Therefore, for this one compound, based on the literature data and with a low level of match of the other identified compounds for this retention time, it was considered that these are sufficient grounds to include this one compound in the presented study results, which has a lower level of match but over 60%. The obtained results were compared with the literature data for similar materials [29].…”
Section: Gc-ms Analysismentioning
confidence: 97%
“…Arabica coffee is one of many group of food products that exhibit beneficial effects on the human body [3][4][5]. This is related to its content of key bioactive compounds, such as caffeine, lipids, polyphenols, vitamins, minerals and aroma compounds [3,4,6].…”
Section: Introductionmentioning
confidence: 99%
“…Arabica coffee is one of many group of food products that exhibit beneficial effects on the human body [3][4][5]. This is related to its content of key bioactive compounds, such as caffeine, lipids, polyphenols, vitamins, minerals and aroma compounds [3,4,6]. In the literature, the consumption of Arabica coffee has been shown to help neutralize free radicals in the body, reducing the risk of chronic diseases including cardiovascular disease [7,8], Alzheimer's and Parkinson's disease, and liver disease [9][10][11][12].…”
Section: Introductionmentioning
confidence: 99%
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