Investigating the microwave parameters correlating effects on total recovery of bioactive alkaloids from sesame leaves using orthogonal matrix and artificial neural network integration was written by Olalere, Olusegun Abayomi;Gan, Chee-Yuen;Taiwo, Abiola Ezekiel;Alenezi, Hamoud;Maqsood, Sajid;Adeyi, Oladayo. And the article was included in Journal of Food Processing and Preservation in 2022.Electric Literature of C14H25NO The following contents are mentioned in the article:
In this study, the microwave-assisted processing of Sesamum indicum leaves was intensified to predict the total alkaloid content via Taguchi orthogonal design and neural network model. Under the optimum microwave condition, the maximized alkaloid content was estimated to be 15.40 (mg/g) % using irradiation time (A) of 60 s, microwave power (B) of 300 W, oven temperature (C) of 60°C, the mass ratio (D) of 12.5 g/mL, and solvent concentration (E) of 80%. The significant effects of each microwave extraction parameter declined in the order listed: C > B > A > D > E which indicated a 31 and 29% contribution of microwave power and oven temperature, resp. Moreover, higher coefficients of determination (R2 = 0.9999), and a decreased mean square error (MSE) of 2.69E-07 suggest good accuracy in predicting total bioactive alkaloid recovery, as proven by cross-validation trials. Under these microwave conditions, a total of 115 alkaloids were tentatively identified with lindelofine (m/z = 308.18) and supinin (m/z = 306.17) being the most abundant pyrrolizidine alkaloids. Although many researchers reported the total alkaloids recoveries from different parts of Sesame plant; the process intensification of microwave processing from leafy parts using Taguchi design and ANN approach have not been investigated. This study established an optimum condition for the total recovery of alkaloid content from S. indicum using orthogonal optimization methodol. and artificial neural network This study involved multiple reactions and reactants, such as (2E,4E)-N-Isobutyldeca-2,4-dienamide (cas: 18836-52-7Electric Literature of C14H25NO).
(2E,4E)-N-Isobutyldeca-2,4-dienamide (cas: 18836-52-7) belongs to amides. In primary and secondary amides, the presence of N–H dipoles allows amides to function as H-bond donors as well. Thus amides can participate in hydrogen bonding with water and other protic solvents; the oxygen atom can accept hydrogen bonds from water and the N–H hydrogen atoms can donate H-bonds. Amides are stable compounds. The lower-melting members (such as acetamide) can be readily purified by fractional distillation. Most amides are solids which have low solubilities in water.Electric Literature of C14H25NO
Referemce:
Amide – Wikipedia,
Amide – an overview | ScienceDirect Topics