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Ghaderi, Sajad, Karimian, Vahid, Ramak, Parvin. (1403). Investigating the Antioxidant Activity of Two Medicinal Plants; Thymus daenensis Čelak. And Echinophora cinerea (Boiss.) Hedge & Lamond Essential Oils in Soybean Oil by Neuro-Fuzzy Modeling. سامانه مدیریت نشریات علمی, 13(Special), 897-906. doi: 10.22034/jmpb.2024.364124.1627
Sajad Ghaderi; Vahid Karimian; Parvin Ramak. "Investigating the Antioxidant Activity of Two Medicinal Plants; Thymus daenensis Čelak. And Echinophora cinerea (Boiss.) Hedge & Lamond Essential Oils in Soybean Oil by Neuro-Fuzzy Modeling". سامانه مدیریت نشریات علمی, 13, Special, 1403, 897-906. doi: 10.22034/jmpb.2024.364124.1627
Ghaderi, Sajad, Karimian, Vahid, Ramak, Parvin. (1403). 'Investigating the Antioxidant Activity of Two Medicinal Plants; Thymus daenensis Čelak. And Echinophora cinerea (Boiss.) Hedge & Lamond Essential Oils in Soybean Oil by Neuro-Fuzzy Modeling', سامانه مدیریت نشریات علمی, 13(Special), pp. 897-906. doi: 10.22034/jmpb.2024.364124.1627
Ghaderi, Sajad, Karimian, Vahid, Ramak, Parvin. Investigating the Antioxidant Activity of Two Medicinal Plants; Thymus daenensis Čelak. And Echinophora cinerea (Boiss.) Hedge & Lamond Essential Oils in Soybean Oil by Neuro-Fuzzy Modeling. سامانه مدیریت نشریات علمی, 1403; 13(Special): 897-906. doi: 10.22034/jmpb.2024.364124.1627

Investigating the Antioxidant Activity of Two Medicinal Plants; Thymus daenensis Čelak. And Echinophora cinerea (Boiss.) Hedge & Lamond Essential Oils in Soybean Oil by Neuro-Fuzzy Modeling

Journal of Medicinal Plants and By-products
مقاله 19، دوره 13، Special، بهمن 2024، صفحه 897-906    اصل مقاله (1.25 M)
نوع مقاله: Research Article
شناسه دیجیتال (DOI): 10.22034/jmpb.2024.364124.1627
نویسندگان
Sajad Ghaderi1؛ Vahid Karimian* 2؛ Parvin Ramak3
1Department of Nutrition, Faculty of Health and Nutrition Sciences, Yasuj University of Medical Science (YUMS), Iran
2Department of Forest, Range and Watershed Management, Faculty of Agriculture and Natural Resources, Yasouj University, Yasouj, Iran
3Research Division of Natural Resources, Lorestan Agricultural and Natural Resources Research and Education Center, AREEO, Khorramabad, Iran
چکیده
The aim of this study was to evaluate the composition of essential oils from Thymus daenensis Čelak. and Echinophora cinerea (Boiss.) Hedge & Lamond and predict oil oxidation using Neuro-Fuzzy modeling. In the hydrodistillation (HD) method, the starting time and total time for essential oil accumulation were 24 and 235 minutes, respectively. In the microwave-assisted hydrodistillation (MACE) method, these times were 8 and 58 minutes, respectively. The results indicated that the extraction yields of T. daenensis and E. cinerea using the HD and MACE methods were 2.26%, 2.34%, 1.18%, and 1.37%, respectively. For E. cinerea, the results were as follows. T. daenensis at a dosage of 500 mg/kg and E. cinerea at a dosage of 1000 mg/kg exhibited the most effective antioxidant activity. GC-Mass analysis results showed that thymol (39.8%) and p-cymene (19.2%) are the major compounds of T. daenensis, while α-phellandrene (16.6%), α-pinene (16.5%), p-cymene (15.8%), and thymol (13.3%) are the major compounds of E. cinerea's essential oil. Prediction of antioxidant activity for T. daenensis and E. cinerea involved using a feedforward backpropagation network with a topology of 2-4-3 and 2-3-3 as the optimized models, respectively. Neuro-fuzzy modeling was a suitable approach for assessing soybean oil's oxidation rate and evaluating essential oils' antioxidant properties.
کلیدواژه‌ها
Medicinal plant؛ Thymus daenensis؛ Echinophora cinerea؛ Essential oil؛ Neuro-Fuzzy
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