Development of an Economic and Portable Ohmic Heater Using RSM and ANN Statistical Models and Validating Its Performance for Preserving Nourished Moringa Leaves

IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL
Aparajita Priyadarshini, Kalpana Rayaguru, Sonali Das, Soumya Ranjan Purohit, Vasudha Sharma, Sourav Chakraborty, Achyuta Kumar Biswal, Pramila Kumari Misra
{"title":"Development of an Economic and Portable Ohmic Heater Using RSM and ANN Statistical Models and Validating Its Performance for Preserving Nourished Moringa Leaves","authors":"Aparajita Priyadarshini,&nbsp;Kalpana Rayaguru,&nbsp;Sonali Das,&nbsp;Soumya Ranjan Purohit,&nbsp;Vasudha Sharma,&nbsp;Sourav Chakraborty,&nbsp;Achyuta Kumar Biswal,&nbsp;Pramila Kumari Misra","doi":"10.1111/jfpe.70061","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Ohmic heating is a thermal method of preserving food that uses electric current to produce high-quality food products with minimum sensory, nutritional, and structural changes. In this study, we developed an affordable and portable ohmic heater by statistically modeling its volumetric heating profile. We evaluated the performance by blanching <i>Moringa oleifera</i> (Moringa) leaves, a beneficial tree with significant nutritional and medicinal properties in its various parts. The fabricated heater functioned with a 60 Hz frequency and an AC electric source for the voltage supply. Five digital thermometers recorded the uniform temperature at different positions of the ohmic chamber every 30 s for 180 s, and the temperature profile was modeled using two statistical models, namely, the response surface method in Design Expert 7.0 and an artificial neural network in MATLAB 15.0 software. Uniform volumetric heating was confirmed empirically at the combination of four voltage gradients (10, 15, 20, and 25 V/cm) with three sodium salt concentrations (0.5%, 1.0%, and 1.5%) as food probes. The predicted heating parameters from statistical models were then employed to blanch Moringa leaves for extended storage. The nutritional properties of ohmic-blanched Moringa leaves were compared with the fresh and steam-blanched samples. The ohmic-blanched leaves were found to retain nutrients substantially higher compared to the steam-blanched leaves. The carbohydrate, protein, ascorbic acid, carotenoid, phenol, flavonoid, and iron content in ohmic-blanched leaves were found to be 14.6 ± 1.67 g/100 g, 6.3 ± 0.2 g/100 g, 135.07 ± 1.35 mg/100 g, 95.43 ± 1.4 mg/g, 37 ± 1 mg GAE/g, 28.03 ± 1.64 mg QE/g, and 15.1 ± 0.26 mg/g, respectively. Further, the carbohydrate, flavonoid, and iron content were higher in the ohmic-blanched sample than in the fresh leaves. Overall, our findings indicate that small-scale industries and homemakers could use the ohmic heater we fabricated to effectively preserve Moringa leaves, particularly food materials, retaining their nutritional values.</p>\n </div>","PeriodicalId":15932,"journal":{"name":"Journal of Food Process Engineering","volume":"48 3","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Food Process Engineering","FirstCategoryId":"97","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/jfpe.70061","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Ohmic heating is a thermal method of preserving food that uses electric current to produce high-quality food products with minimum sensory, nutritional, and structural changes. In this study, we developed an affordable and portable ohmic heater by statistically modeling its volumetric heating profile. We evaluated the performance by blanching Moringa oleifera (Moringa) leaves, a beneficial tree with significant nutritional and medicinal properties in its various parts. The fabricated heater functioned with a 60 Hz frequency and an AC electric source for the voltage supply. Five digital thermometers recorded the uniform temperature at different positions of the ohmic chamber every 30 s for 180 s, and the temperature profile was modeled using two statistical models, namely, the response surface method in Design Expert 7.0 and an artificial neural network in MATLAB 15.0 software. Uniform volumetric heating was confirmed empirically at the combination of four voltage gradients (10, 15, 20, and 25 V/cm) with three sodium salt concentrations (0.5%, 1.0%, and 1.5%) as food probes. The predicted heating parameters from statistical models were then employed to blanch Moringa leaves for extended storage. The nutritional properties of ohmic-blanched Moringa leaves were compared with the fresh and steam-blanched samples. The ohmic-blanched leaves were found to retain nutrients substantially higher compared to the steam-blanched leaves. The carbohydrate, protein, ascorbic acid, carotenoid, phenol, flavonoid, and iron content in ohmic-blanched leaves were found to be 14.6 ± 1.67 g/100 g, 6.3 ± 0.2 g/100 g, 135.07 ± 1.35 mg/100 g, 95.43 ± 1.4 mg/g, 37 ± 1 mg GAE/g, 28.03 ± 1.64 mg QE/g, and 15.1 ± 0.26 mg/g, respectively. Further, the carbohydrate, flavonoid, and iron content were higher in the ohmic-blanched sample than in the fresh leaves. Overall, our findings indicate that small-scale industries and homemakers could use the ohmic heater we fabricated to effectively preserve Moringa leaves, particularly food materials, retaining their nutritional values.

Abstract Image

利用RSM和ANN统计模型研制经济型便携式欧姆加热器,并对其保存营养辣木叶的性能进行了验证
欧姆加热是一种保存食品的热方法,利用电流生产高质量的食品,使感官、营养和结构变化最小。在这项研究中,我们通过统计建模其体积加热剖面,开发了一种经济实惠的便携式欧姆加热器。我们通过烫烫辣木(Moringa oleifera)的叶子来评估其性能,辣木是一种有益的树木,其各部分具有显著的营养和药用价值。所制造的加热器以60hz频率和交流电源作为电压供应。5个数字温度计在180 s内每30 s记录一次欧姆腔不同位置的均匀温度,并采用Design Expert 7.0中的响应面法和MATLAB 15.0软件中的人工神经网络两种统计模型对温度分布进行建模。在4种电压梯度(10、15、20和25 V/cm)下,以3种钠盐浓度(0.5%、1.0%和1.5%)作为食品探针,实验证实了均匀的体积加热。然后利用统计模型预测的加热参数对辣木叶进行焯水,延长贮藏时间。对欧姆烫烫后的辣木叶与新鲜和蒸烫后的辣木叶的营养特性进行了比较。欧姆烫过的叶子比蒸汽烫过的叶子保留了更多的营养。结果表明,欧米茄叶片碳水化合物、蛋白质、抗坏血酸、类胡萝卜素、酚、类黄酮和铁含量分别为14.6±1.67 g/100 g、6.3±0.2 g/100 g、135.07±1.35 mg/100 g、95.43±1.4 mg/g、37±1 mg GAE/g、28.03±1.64 mg QE/g和15.1±0.26 mg/g。此外,欧姆烫过的样品中的碳水化合物、类黄酮和铁含量高于新鲜叶片。总的来说,我们的研究结果表明,小型工业和家庭主妇可以使用我们制造的欧姆加热器有效地保存辣木叶,特别是食物材料,保留其营养价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Food Process Engineering
Journal of Food Process Engineering 工程技术-工程:化工
CiteScore
5.70
自引率
10.00%
发文量
259
审稿时长
2 months
期刊介绍: This international research journal focuses on the engineering aspects of post-production handling, storage, processing, packaging, and distribution of food. Read by researchers, food and chemical engineers, and industry experts, this is the only international journal specifically devoted to the engineering aspects of food processing. Co-Editors M. Elena Castell-Perez and Rosana Moreira, both of Texas A&M University, welcome papers covering the best original research on applications of engineering principles and concepts to food and food processes.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信