Effect of dielectric barrier discharge nonthermal plasma treatment on physicochemical, nutritional, and phytochemical quality attributes of pineapple [Ananas comosus (L.)] juice

被引:7
|
作者
Pipliya, Sunil [1 ]
Kumar, Sitesh [1 ,2 ]
Srivastav, Prem Prakash [1 ]
机构
[1] Indian Inst Technol, Dept Agr & Food Engn, Kharagpur, W Bengal, India
[2] Indian Inst Technol, Dept Agr & Food Engn, Food Sci & Technol Lab, Kharagpur 721302, W Bengal, India
关键词
artificial neural network; genetic algorithm; nonthermal plasma; principle component analysis; response surface methodology; RESPONSE-SURFACE METHODOLOGY; ARTIFICIAL NEURAL-NETWORK; ATMOSPHERIC COLD-PLASMA; MICROWAVE-ASSISTED EXTRACTION; REBAUDIANA BERTONI LEAVES; PULSED ELECTRIC-FIELDS; PHENOLIC CONTENTS; OPTIMIZATION; INACTIVATION; PARAMETERS;
D O I
10.1111/1750-3841.16767
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Forward feed multilayered perception and central composite rotatable design were used to model the nonthermal plasma (NTP) experimental data in artificial neural network (ANN) and response surface methodology, respectively. The ANN was found to be more accurate in modeling the experimental dataset. The NTP process parameters (voltage and time) were optimized for pineapple juice within the range of 25-45 kV and 120-900 s using an ANN coupled with the genetic algorithm (ANN- GA). After 176 generations of GA, the ANN-GA approach produced the optimal condition, 38 kV and 631 s, and caused the inactivation of peroxidase (POD) and bromelain by 87.24% and 51.04%, respectively. However, 100.32% of the overall antioxidant capacity and 89.96% of the ascorbic acid were maintained in the optimized sample with a total color change (Delta E) of less than 1.97 at all plasma treatment conditions. Based on optimal conditions, NTP provides a sufficient level of POD inactivation combined with excellent phenolic component extractability and high antioxidant retention. Furthermore, plasma treatment had an insignificant effect (rho > 0.05) on the physicochemical attributes (pH, total soluble solid, and titratable acidity) of juice samples. From the intensity peak of the Fourier-transform infrared spectroscopy analysis, it was found that the sugar components and phenolic compounds of plasma-treated juice were effectively preserved compared to the thermal-treated juice.
引用
收藏
页码:4403 / 4423
页数:21
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