Method for evaluating nutty flavor of cigarette smoke and application thereof
By using GC-MS detection and multivariate statistical analysis, the nutty aroma index Q of cigarette smoke was calculated, which solved the subjective error problem in the evaluation of characteristic aroma of cigarette smoke in the existing technology and realized the accurate characterization and evaluation of the nutty aroma of cigarette smoke.
Patent Information
- Application Number
- CN202411450653.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-17
- Publication Date
- 2025-12-05
- Estimated Expiration
- 2044-10-17
AI Technical Summary
Existing technologies lack objective data to support methods for evaluating the aroma and flavor of cigarette smoke. Sensory evaluations are subject to subjective errors and fail to fully consider the migration rate and changes of aroma components from tobacco to smoke. In particular, the evaluation of nutty aroma is inaccurate.
Using GC-MS detection combined with multivariate statistical analysis, partial least squares discriminant analysis was performed on the aroma components of typical nut-flavored and non-nut-flavored cigarettes to calculate the VIP value of the aroma components. The nut aroma index Q was calculated based on the content of the aroma components, which objectively reflects the nut aroma of cigarette smoke.
This method enables an objective and accurate evaluation of the nutty aroma in cigarette smoke, avoids subjective errors in sensory evaluation, improves the accuracy and efficiency of evaluation, and supports research on the nutty aroma style of cigarette smoke.
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Abstract
Description
Technical Field
[0001] This invention belongs to the field of tobacco analysis technology, specifically relating to an evaluation method for the nutty aroma and flavor of cigarette smoke and its application. Background Technology
[0002] Consumers' consumption patterns of cigarette products determine the decisive significance of smoke characteristics and aroma in the formation of cigarette style, making these characteristics one of the most important bases for product category construction. Existing research indicates that the overall aroma style of cigarettes is mainly formed by the combined effect of different smoke characteristics, and each characteristic is underpinned by a set of material bases that make significant contributions. Currently, sensory evaluation remains the core of the characteristic aroma evaluation system, but this method lacks objective data support and is time-consuming and labor-intensive to implement. At the molecular level, industry researchers have characterized aroma characteristics using indices based on aroma components in tobacco, which has a certain positive effect on aroma characteristic evaluation, but it does not fully consider the migration rate of aroma components from tobacco to smoke, or the changes in the types and contents of aroma components during cigarette combustion. Nutty aromas, in particular, can effectively influence consumers' sensory evaluation of cigarette products, making their evaluation especially important.
[0003] Therefore, based on the aroma components of cigarette smoke, it is particularly important to use instrumental analysis and detection methods, combined with multivariate statistical analysis techniques, to identify and extract a group of characteristic aroma components that significantly contribute to the nutty aroma of cigarette smoke from a large number of chemical components, so as to achieve an objective and accurate characterization and evaluation of the characteristic aroma of cigarette smoke. Summary of the Invention
[0004] To address the shortcomings of existing technologies, the present invention aims to provide a method for evaluating the nutty aroma and flavor of cigarette smoke and its application. The evaluation method provided by this invention can objectively and accurately reflect the nutty aroma and flavor of cigarette smoke, avoiding subjective errors caused by sensory evaluation and discrepancies between the analysis results of aroma components in tobacco and the actual smoking experience. It provides a new method for characterizing and evaluating the nutty aroma and flavor of cigarette smoke, and plays a positive and important role in the rapid evaluation of the nutty aroma and flavor of cigarette smoke and in the research on enhancing the nutty aroma style of cigarettes.
[0005] To achieve this objective, the present invention employs the following technical solution:
[0006] On the one hand, the present invention provides a method for evaluating the nutty aroma and flavor of cigarette smoke, the evaluation method comprising the following steps:
[0007] (1) Collect the total particulate matter of the mainstream smoke of typical nut-flavored cigarettes and typical non-nut-flavored cigarettes, and perform GC-MS (gas chromatography-mass spectrometry) to obtain the content of aroma components in typical nut-flavored cigarettes and typical non-nut-flavored cigarettes. Perform partial least squares discriminant analysis on the content of aroma components to obtain the VIP value (variable weight value) of aroma components.
[0008] (2) Collect the total particulate matter of the mainstream smoke of the cigarette to be tested and perform GC-MS detection to obtain the content of aroma components in the cigarette to be tested;
[0009] (3) Calculate the nutty aroma index Q of the cigarette smoke based on the VIP value of the aroma component obtained in step (1) and the content of the aroma component in the cigarette obtained in step (2), and determine the degree of nutty aroma in the cigarette smoke.
[0010] Steps (1) and (2) are not in any particular order.
[0011] The aroma-producing components include positively correlated aroma-producing components and negatively correlated aroma-producing components. The positively correlated aroma-producing components include any one or a combination of at least two of phenolic aroma-producing components, ketone aroma-producing components, furan aroma-producing components, or pyridine aroma-producing components. The negatively correlated aroma-producing components include any one or a combination of at least two of ester aroma-producing components, fatty acid aroma-producing components, or fatty acid ester aroma-producing components.
[0012] The above method analyzes the aroma components in typical nutty cigarettes, typical non-nutty cigarettes, and the cigarettes under test. It uses partial least squares discriminant analysis to obtain the VIP value, and combines it with the content of aroma components to calculate the nutty aroma index Q. This method can objectively and accurately reflect the nutty aroma of cigarette smoke, avoiding subjective errors caused by sensory evaluation and discrepancies between the analysis results of aroma components in tobacco and the actual smoking experience. It provides a new method for characterizing and evaluating the nutty aroma of cigarette smoke, and plays a positive and important role in the rapid evaluation of the nutty aroma of cigarette smoke and the enhanced research on the nutty style of cigarettes.
[0013] Preferably, the positively correlated aroma components include a combination of phenolic aroma components, ketone aroma components, furan aroma components, and pyridine aroma components.
[0014] Preferably, the negatively correlated aroma components include a combination of ester aroma components, fatty acid aroma components, and fatty acid ester aroma components.
[0015] Preferably, the phenolic aroma components include 2-methoxy-4-methylphenol.
[0016] Preferably, the ketone aroma component includes 3-ethyl-2-hydroxy-2-cyclopenten-1-one.
[0017] Preferably, the furan-type aroma component includes furfuryl alcohol.
[0018] Preferably, the pyridine aroma component includes 3,4-dimethylpyridine.
[0019] Preferably, the ester aroma component includes 2,2,4-trimethyl-1,3-pentanediol diisobutyrate.
[0020] Preferably, the flavoring fatty acid component includes palmitic acid.
[0021] Preferably, the aroma-producing fatty acid esters include methyl linoleate and / or methyl palmitate.
[0022] Preferably, the aroma-producing components include 2-methoxy-4-methylphenol, 3-ethyl-2-hydroxy-2-cyclopenten-1-one, furfuryl alcohol, 3,4-dimethylpyridine, 2,2,4-trimethyl-1,3-pentanediol diisobutyrate, palmitic acid, methyl linoleate, and methyl palmitate.
[0023] The aforementioned combination of specific aroma components can comprehensively and effectively evaluate the nutty aroma and flavor of the cigarette smoke being tested, thus effectively improving the accuracy of the evaluation.
[0024] Preferably, in the GC-MS detection, the chromatographic column is an HP-5MS.
[0025] Preferably, in the GC-MS detection, the carrier gas flow rate is 0.8-1.0 mL / min, such as 0.8 mL / min, 0.9 mL / min or 1.0 mL / min, but not limited to the values listed above. Other values not listed within the above range are also applicable.
[0026] Preferably, in the GC-MS detection, the temperature rise procedure is as follows:
[0027] Start at 45-60℃ and hold for 0.8-1.4 min; then increase to 150-180℃ at a rate of 7-10℃ / min and hold for 1.5-4.5 min; then increase to 225-240℃ at a rate of 7-10℃ / min and hold for 14-15 min; then increase to 250-270℃ at a rate of 8-10℃ / min and hold for 9-10 min.
[0028] The specific GC-MS detection conditions described above can effectively improve the accuracy of the detection results, thereby improving the accuracy of the evaluation results.
[0029] Preferably, the formula for calculating the nut aroma index Q in step (3) is as follows:
[0030] Q = ∑(content of positively correlated aroma component i × VIP)i ) / ∑(content of negatively correlated aroma-producing component j × VIP j );
[0031] In the formula, VIP i This represents the VIP value of the positively correlated aroma-producing component i. j This represents the VIP value of the negatively correlated aroma-producing component j.
[0032] In the above formula, the nutty aroma of cigarette smoke is positively correlated with the index Q. That is, the higher the nutty aroma index Q value of the cigarette smoke to be tested, the more obvious the nutty aroma characteristics of the cigarette smoke.
[0033] On the other hand, the present invention also provides the application of the evaluation method described above in the evaluation and analysis of cigarette smoke aroma.
[0034] Compared with the prior art, the present invention has the following beneficial effects:
[0035] This invention provides a method for evaluating the nutty aroma and flavor of cigarette smoke. By analyzing the aroma components in typical nutty-flavored cigarettes, typical non-nutty-flavored cigarettes, and the cigarette under test, the method uses partial least squares discriminant analysis to obtain the VIP value, and combines it with the content of aroma components to calculate the nutty aroma and flavor index Q. This method can objectively and accurately reflect the nutty aroma and flavor of cigarette smoke, avoiding the subjective errors caused by sensory evaluation and the discrepancy between the analysis results of the aroma components in tobacco and the actual smoking experience. It provides a new method for characterizing and evaluating the nutty aroma and flavor of cigarette smoke, and plays a positive and important role in the rapid evaluation of the nutty aroma and flavor of cigarette smoke and the research on the enhancement of the nutty flavor style of cigarettes. Detailed Implementation
[0036] To further illustrate the technical means and effects of the present invention, the following describes the technical solution of the present invention in conjunction with preferred embodiments of the present invention. However, the present invention is not limited to the scope of the embodiments.
[0037] Example 1
[0038] This embodiment provides a method for evaluating the nutty aroma and flavor of cigarette smoke, and the specific steps are as follows:
[0039] Fragrance component analysis:
[0040] The method for collecting total particulate matter in the mainstream smoke of cigarettes is in accordance with the national standard GB / T19609-2004 "Determination of total particulate matter and tar in cigarettes using a conventional analysis smoking machine".
[0041] The collected filter was placed in a simultaneous distillation and extraction apparatus and simultaneously distilled and extracted with dichloromethane as solvent for 2 hours. The resulting extract was dried with anhydrous sodium sulfate and concentrated to 1.0 mL in a rotary evaporator. 50 μL (0.1 mol / L) of anhydrous ethanol solution of benzoyl acetate was added and shaken well for GC-MS analysis.
[0042] GC-MS analysis conditions:
[0043] Chromatographic column: HP-5MS (30m × 0.25mm × 0.25μm) capillary column; injection port temperature: 240℃; transfer line temperature: 280℃; carrier gas: He, flow rate 0.9mL / min; temperature program: 55℃ for 1.2min, increased to 170℃ at a rate of 9℃ / min, held for 4min, increased to 230℃ at a rate of 9℃ / min, held for 14min, increased to 260℃ at a rate of 9℃ / min, held for 10min; injection volume: 1μL, split ratio: 10:1; EI ionization energy: 70eV; ion source temperature: 230℃; quadrupole temperature: 160℃; mass range: 35~455amu. Qualitative analysis was performed using NIST17 and Wiley275 standard libraries, and quantification was performed using the internal standard method to obtain the content of some aroma components.
[0044] (1) The aroma components of typical nutty and non-nutty cigarettes were detected using the above methods. Partial least squares discriminant analysis (PLS-DA) was performed using the chemometrics statistical software SIMCA 14.1 to calculate the VIP values of aroma components such as phenols (2-methoxy-4-methylphenol), ketones (3-ethyl-2-hydroxy-2-cyclopenten-1-one), furans (furfuryl alcohol), pyridines (3,4-dimethylpyridine), esters (2,2,4-trimethyl-1,3-pentanediol diisobutyrate), fatty acids (palmitic acid), and fatty acid esters (methyl linoleate, methyl palmitate). The results are shown in the table below.
[0045]
[0046] (2) The aroma components of 38 commercially available cigarettes were tested using the above method, and the results are shown in the table below.
[0047]
[0048]
[0049] (3) Calculate the nutty aroma index Q of the cigarette smoke of the above 38 commercially available cigarettes. The Q index reflects the nutty aroma of the cigarette smoke. The nutty aroma index Q of the cigarette smoke to be tested is calculated using a weighted statistical method. The calculation formula is as follows:
[0050] Q = ∑(content of positively correlated aroma component i × VIP) i ) / ∑(content of negatively correlated aroma-producing component j × VIP j );
[0051] In the above formula, VIP i This represents the VIP value of the positively correlated aroma-producing component i. j The VIP value represents the negatively correlated aroma component j. Positively correlated aroma components are 2,2'-isopropylidene di(5-methylfuran), 2,3,6-trimethyl-1,4-naphthyldione, megastigmatrienone C, and megastigmatrienone D. Negatively correlated aroma components are 2,2,4-trimethyl-1,3-pentanediol diisobutyrate, furfural, furfuryl alcohol, and 4-cyclopenten-1,3-dione. The results are shown in the table below.
[0052]
[0053]
[0054] (4) In order to verify that the Q value is closely related to the intensity trend of the nutty aroma of cigarette smoke, a group comparison evaluation method was adopted. 18 groups of samples were randomly selected and distributed according to the high, medium and low Q values. Each group was divided into No. 1, No. 2 and No. 3. The order of Q value was No. 1 > No. 2 > No. 3. The evaluation group composed of 12 experts conducted comparative evaluation according to the provisions of "GB5606.4-2005 Sensory Technical Requirements for Cigarettes". The results showed that the evaluation conclusions of 6 groups were consistent with the trend of their Q values (see the table below). This indicates that the Q value has applicable value in characterizing and evaluating the nutty aroma of cigarette smoke and can accurately and effectively evaluate the nutty aroma of cigarette smoke.
[0055]
[0056] Example 2
[0057] This embodiment provides a method for evaluating the nutty aroma and flavor of cigarette smoke. Except for the GC-MS analysis conditions, the specific steps are the same as in Example 1.
[0058] GC-MS analysis conditions:
[0059] Chromatographic column: HP-5MS (30m × 0.25mm × 0.25μm) capillary column; injection port temperature: 240℃; transfer line temperature: 280℃; carrier gas: He, flow rate 0.8mL / min; temperature program: 45℃ for 1.2min, increased to 150℃ at 7℃ / min, held for 2.5min, then increased to 250℃ at 7℃ / min, held for 17min; injection volume: 2μL, split ratio: 25:1; EI ionization energy: 70eV; ion source temperature: 230℃; quadrupole temperature: 160℃; mass range: 35~455amu. Qualitative analysis was performed using NIST17 and Wiley275 standard libraries, and quantification was performed using the internal standard method to obtain the content of some aroma components.
[0060] Example 3
[0061] This embodiment provides a method for evaluating the nutty aroma and flavor of cigarette smoke. Except for the GC-MS analysis conditions, the specific steps are the same as in Example 1.
[0062] GC-MS analysis conditions:
[0063] Chromatographic column: HP-5MS (30m × 0.25mm × 0.25μm) capillary column; injection port temperature: 240℃; transfer line temperature: 280℃; carrier gas: He, flow rate 1.0mL / min; temperature program: 60℃ for 1.4min, increased to 160℃ at 8℃ / min, held for 3min, increased to 240℃ at 10℃ / min, held for 15min, increased to 250℃ at 8℃ / min, held for 9min; injection volume: 1μL, split ratio: 10:1; EI ionization energy: 70eV; ion source temperature: 230℃; quadrupole temperature: 160℃; mass range: 35~455amu. Qualitative analysis was performed using NIST17 and Wiley275 standard libraries, and quantification was performed using the internal standard method to obtain the content of some aroma components.
[0064] Example 4
[0065] This embodiment provides a method for evaluating the nutty aroma of cigarette smoke. The specific steps are the same as in Example 1, except that the HP-5MS chromatographic column is replaced with a DB-35MS column.
[0066] Example 5
[0067] This embodiment provides a method for evaluating the nutty aroma of cigarette smoke. Except for the heating procedure, the specific steps are the same as in Embodiment 1.
[0068] Hold at 65℃ for 2 min, then increase the temperature to 240℃ at a rate of 20℃ / min, hold for 8 min, and then increase the temperature to 280℃ at a rate of 5℃ / min, hold for 8 min.
[0069] Example 6
[0070] This embodiment provides a method for evaluating the nutty aroma of cigarette smoke. The specific steps are the same as in Example 1, except that the aroma-causing components do not contain 3,4-dimethylpyridine.
[0071] Example 7
[0072] This embodiment provides a method for evaluating the nutty aroma of cigarette smoke. The specific steps are the same as in Example 1, except that the aroma-producing components do not contain 2-methoxy-4-methylphenol and 3-ethyl-2-hydroxy-2-cyclopenten-1-one.
[0073] Example 8
[0074] This embodiment provides a method for evaluating the nutty aroma of cigarette smoke. The specific steps are the same as in Example 1, except that the aroma-causing components do not contain 2,2,4-trimethyl-1,3-pentanediol diisobutyrate.
[0075] Example 9
[0076] This embodiment provides a method for evaluating the intensity of the nutty aroma in cigarette smoke. The specific steps are the same as in Example 1, except that the aroma-producing components do not contain methyl linoleate and methyl palmitate.
[0077] Example 10
[0078] This embodiment provides a method for evaluating the intensity of the nutty aroma in cigarette smoke. The specific steps are the same as in Example 1, except that furfuryl alcohol is not present in the aroma-producing components.
[0079] Example 11
[0080] This embodiment provides a method for evaluating the intensity of the nutty aroma in cigarette smoke. The specific steps are the same as in Example 1, except that the aroma-causing components do not contain palmitic acid.
[0081] Effect test:
[0082] Seven additional cigarette samples with different intensities of nutty aroma and flavor were selected and compared by a 12-member expert evaluation panel according to the provisions of "GB5606.4-2005 Sensory Technical Requirements for Cigarettes". The intensities were determined to be ranked from lowest to highest as A, B, C, D, E, F, and G. The seven groups of cigarettes were then rated using the methods provided in Examples 1-11, and the Q value was calculated. The results are as follows:
[0083]
[0084]
[0085] The results above show that by controlling specific chromatographic parameters and selecting specific aroma component combinations, this invention can more accurately, comprehensively, and effectively evaluate the nutty aroma of the cigarette smoke being tested, thus effectively improving the accuracy of the evaluation results.
[0086] The applicant declares that this invention illustrates the method for evaluating the nutty aroma of cigarette smoke and its application through the above embodiments. However, this invention is not limited to the above embodiments, meaning that this invention does not necessarily rely on the above embodiments for implementation. Those skilled in the art should understand that any improvements to this invention, equivalent substitutions of raw materials, additions of auxiliary components, and selection of specific methods, etc., all fall within the protection and disclosure scope of this invention.
[0087] The preferred embodiments of the present invention have been described in detail above. However, the present invention is not limited to the specific details in the above embodiments. Within the scope of the technical concept of the present invention, various simple modifications can be made to the technical solution of the present invention, and these simple modifications all fall within the protection scope of the present invention.
[0088] It should also be noted that the various specific technical features described in the above specific embodiments can be combined in any suitable manner without contradiction. In order to avoid unnecessary repetition, the present invention will not describe the various possible combinations separately.
Claims
1. A method for evaluating the nutty note of cigarette smoke, characterized by, The evaluation method comprises the following steps: (1) capturing total particulate matter of mainstream smoke of typical nutty cigarette and typical non-nutty cigarette, and performing GC-MS detection to obtain the content of aroma components in the typical nutty cigarette and the typical non-nutty cigarette, and performing partial least squares discriminant analysis on the content of the aroma components to obtain the VIP value of the aroma components; (2) capturing total particulate matter of mainstream smoke of the test cigarette, and performing GC-MS detection to obtain the content of aroma components in the test cigarette; (3) calculating the nutty aroma index Q of the mainstream smoke of the test cigarette according to the VIP value of the aroma components in step (1) and the content of the aroma components in the test cigarette obtained in step (2) to judge the degree of nutty aroma of the mainstream smoke of the test cigarette; Steps (1) and (2) are not distinguished in order; The aroma components include positive correlation aroma components and negative correlation aroma components, the positive correlation aroma components include 2-methoxy-4-methylphenol, 3-ethyl-2-hydroxy-2-cyclopenten-1-one, furfuryl alcohol and 3,4-dimethylpyridine, and the negative correlation aroma components include 2,2,4-trimethyl-1,3-pentanediol diisobutyrate, palmitic acid, methyl linolenate and methyl palmitate; The calculation formula of the nutty aroma index Q in step (3) is as follows: Q =∑(content of positive correlation odorant ingredient i x VIP i ) / ∑(content of negative correlation odorant ingredient j x VIP j ); wherein VIP i represents the VIP value of the positively correlated aroma component i, VIP j represents the VIP value of the negatively correlated aroma component j.
2. The method of evaluating the nutty flavor notes of a cigarette smoke according to claim 1, characterized in that, In the GC-MS detection, the chromatographic column is HP-5MS.
3. The method of claim 1, wherein the method is used to evaluate the nutty note of a cigarette smoke. In the GC-MS detection, the carrier gas flow rate is 0.8-1.0 mL / min.
4. The method of claim 1, wherein the method is used to evaluate the nutty note of a cigarette smoke. In the GC-MS detection, the temperature rising program is as follows: The initial temperature is 45-60℃, and the temperature is kept for 0.8-1.4 min; then the temperature is raised to 150-180℃ at a rate of 7-10℃ / min, and the temperature is kept for 1.5-4.5 min; then the temperature is raised to 225-240℃ at a rate of 7-10℃ / min, and the temperature is kept for 14-15 min; then the temperature is raised to 250-270℃ at a rate of 8-10℃ / min, and the temperature is kept for 9-10 min.
5. Application of the evaluation method of the nutty aroma of cigarette smoke according to any one of claims 1-4 in the evaluation and analysis of the aroma of cigarette smoke.
Citation Information
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