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Comparative analysis of mathematical models and machine learning approaches for predicting dragon fruit seed mass 火龙果种子质量预测的数学模型与机器学习方法的比较分析
Pub Date : 2026-09-01 Epub Date: 2025-11-04 DOI: 10.1016/j.foodp.2025.100075
Pratik Madhukar Gorde, Charanjiv Singh Saini
This study evaluates the performance of traditional empirical models and machine learning approaches, specifically artificial neural networks (ANN), for predicting the mass of dragon fruit (Hylocereus spp.) seeds. Physical parameters of seeds were measured using a digital vernier caliper (P-VC) and a computer vision system with image processing (P-CV-IP). Mass prediction was conducted through mathematical models (MM-P-VC and MM-P-CV-IP) and ANN-based models (ANN-P-CV-IP). Results demonstrated that ANN models outperformed traditional mathematical approaches, achieving the highest coefficient of determination (R2) and the lowest root mean square error (RMSE), particularly in volume-based predictions. Among mathematical models, those based on physical dimensions provided the most reliable outcomes. Both P-VC and P-CV-IP measurements proved suitable for mass estimation; however, image-based quadratic models offered practical accuracy for routine applications. Digital image analysis further enabled rapid, non-destructive assessment of seed size and mass, while also capturing additional morphological attributes. Overall, the integration of image processing with ANN provides a precise, efficient, and resource-saving approach for dragon fruit seed mass modelling, offering potential for broader applications in agricultural product characterization.
本研究评估了传统经验模型和机器学习方法,特别是人工神经网络(ANN)在预测火龙果(Hylocereus spp.)种子质量方面的性能。采用数字游标卡尺(P-VC)和带图像处理的计算机视觉系统(P-CV-IP)测量种子的物理参数。通过数学模型(MM-P-VC和MM-P-CV-IP)和基于神经网络的模型(ANN-P-CV-IP)进行质量预测。结果表明,人工神经网络模型优于传统的数学方法,实现了最高的决定系数(R2)和最低的均方根误差(RMSE),特别是在基于体积的预测中。在数学模型中,基于物理维度的模型提供了最可靠的结果。P-VC和P-CV-IP测量都证明是适用于质量估计的;然而,基于图像的二次模型在日常应用中提供了实际的准确性。数字图像分析进一步实现了种子大小和质量的快速、非破坏性评估,同时还捕获了额外的形态属性。综上所述,图像处理与人工神经网络的结合为火龙果种子质量建模提供了一种精确、高效、节约资源的方法,在农产品表征方面具有广阔的应用前景。
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引用次数: 0
Modeling of thermal effect in dynamic high-pressure microfluidization and its impact on heat sensitive components from fruit juice 动态高压微流化热效应建模及其对果汁热敏成分的影响
Pub Date : 2026-09-01 Epub Date: 2025-08-20 DOI: 10.1016/j.foodp.2025.100069
Yuling Sun , Mingying Wang , Jikai Wang , Li Dong , Hongchao Zhang
Dynamic high-pressure microfluidization (DHPM) offers advantages in continuous liquid foods processing compared to traditional thermal processes. While generally recognized as a non-thermal technique, the short-duration thermal effects occurred during DHPM and their impact on heat-sensitive components remain unclear. This study simulated the physical changes in the core part of DHPM, quantified cumulative thermal effects based on a chromogenic model, and compared DHPM’s thermal impact with pasteurization or high-pressure processing under comparable conditions. Results revealed that the instantaneous flow velocity during fluid collision at 400 MPa reached as high as 420 m/s, with the localized temperature of up to 107 °C. When the cooling temperature was set to 25℃, the total thermal effects generated by DHPM at 200 and 400 MPa corresponded to 4.8 and 13.2 s, respectively, as 72 ℃ equivalent treatment. Significantly increased (p < 0.05) equivalent treating times were observed for DHPM at 400 MPa without cooling. Under the testing condition, DHPM caused significant degradation of ascorbic acid (31.9–44.2 %) and polyphenol oxidase (PPO) (20.7–38.4 %) alone, and synergistically enhanced PPO inactivation with the presence of ascorbic acid in water. Findings indicated that, based on the model systems in the present work, DHPM at elevated pressure (above 400 MPa) might pose comparable thermal effects as short duration pasteurization. However, its impact on heat-sensitive components was also determined by complex physical actions, such as shear forces and fluid collisions. The information delivered is useful to design optimal DHPM processing with minimal impact on vital nutrients.
动态高压微流化(DHPM)与传统的热工艺相比,在连续液态食品加工中具有优势。虽然通常被认为是一种非热技术,但DHPM期间发生的短时间热效应及其对热敏成分的影响尚不清楚。本研究模拟了DHPM核心部分的物理变化,基于显色模型量化了DHPM的累积热效应,并在可比条件下比较了DHPM与巴氏灭菌或高压处理的热影响。结果表明,在400 MPa下,流体碰撞时的瞬时流速高达420 m/s,局部温度高达107℃;当冷却温度为25℃时,在72℃等效处理下,200和400 MPa下DHPM产生的总热效应分别为4.8和13.2 s。在400 MPa下,未经冷却的DHPM等效处理时间显著增加(p <; 0.05)。在测试条件下,DHPM单独对抗坏血酸(31.9 ~ 44.2% %)和多酚氧化酶(PPO)(20.7 ~ 38.4 %)具有显著的降解作用,并在抗坏血酸存在的情况下协同促进PPO失活。研究结果表明,基于本研究的模型系统,高压DHPM(高于400 MPa)可能会产生与短时间巴氏灭菌相当的热效应。然而,它对热敏成分的影响也取决于复杂的物理作用,如剪切力和流体碰撞。所提供的信息有助于设计对重要营养素影响最小的最佳DHPM处理方法。
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引用次数: 0
A top-mounted mirror-based imaging system for rapid multi-view quality inspection of fruits 一种用于快速多视角水果质量检测的顶置反射成像系统
Pub Date : 2026-09-01 Epub Date: 2026-01-14 DOI: 10.1016/j.foodp.2026.100081
Nhut-Thanh Tran , Phuoc-Loc Nguyen , Chanh-Nghiem Nguyen
Computer vision is a powerful tool for external quality assessment of fruits, and rapid acquisition of surface images is essential for practical applications. In this study, we propose a rapid multi-view fruit surface imaging system that uses a single camera combined with a top-mounted mirror-based configuration. By properly arranging the mirrors, both the top and lateral surfaces of the object are reflected and captured within a single shot. The performance of the system was evaluated using spherical and cylindrical samples as well as real fruits, including pomelos and mangoes. Experimental results demonstrated that more than 80 % of the fruit surface, including the entire top region and most of the lateral surface, could be captured in a single image. Defects in challenging areas such as the equator, stem, and calyx were clearly visible. In contrast to existing solutions using multiple cameras or a single camera with rotating fruits, the proposed system reduces hardware costs and data volume while significantly increasing acquisition speed and overall efficiency. Moreover, positioning the mirrors above the fruit enables easy integration into conveyor-based automated inspection systems commonly used in industry. These findings highlight the strong potential of the proposed system for practical fruit inspection tasks such as volume estimation, shape analysis, color uniformity assessment, and surface defect detection.
计算机视觉是水果外部质量评价的有力工具,快速获取水果表面图像对实际应用至关重要。在这项研究中,我们提出了一种快速多视图水果表面成像系统,该系统使用单个相机结合顶部安装的反光镜配置。通过适当地布置镜子,物体的顶部和侧面都能在一次拍摄中被反射和捕捉到。使用球形和圆柱形样品以及柚子和芒果等真实水果来评估该系统的性能。实验结果表明,单幅图像可以捕获超过80% %的水果表面,包括整个顶部区域和大部分侧面。在具有挑战性的区域,如赤道、茎和花萼的缺陷是清晰可见的。与现有的使用多个摄像头或带有旋转果实的单个摄像头的解决方案相比,该系统降低了硬件成本和数据量,同时显著提高了采集速度和整体效率。此外,将镜子放置在水果上方,可以轻松集成到工业中常用的基于输送机的自动检测系统中。这些发现突出了该系统在实际水果检测任务中的强大潜力,如体积估计、形状分析、颜色均匀性评估和表面缺陷检测。
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引用次数: 0
Effects of extrusion temperature and frying techniques on the physical, textural and thermal properties of wheat-rice-sweet potato third-generation (3 G) snacks 挤压温度和油炸工艺对麦米甘薯第三代(3 G)小吃物理、质构和热性能的影响
Pub Date : 2026-09-01 Epub Date: 2026-01-10 DOI: 10.1016/j.foodp.2026.100080
Mayowa Saheed Sanusi , Mistura Oyindamola Abidogun , Elijah Ayilaran
The increasing demand for healthier snack options has driven the interest in utilizing nutrient-dense ingredients. This study investigates the development of third-generation (3 G) snacks from composite blends of wheat-rice-sweet potato flours in the ratio of 85:10:5. Two extrusion temperatures (60 °C and 80 °C) and two frying techniques (deep-fat and air frying) at 160 – 180 °C for varied times were evaluated based on the physical (expansion ratio, lightness, browning index, bulk density), textural (chewiness, cohesiveness, fracturability, hardness, springiness) and thermal (conductivity and diffusivity) properties of the 3 G snacks. Both extrusion temperature and frying techniques significantly affected the snack properties. The highest expansion ratio (2.66) was achieved at 60 ℃ extrusion temperature with 180 ℃ deep-fat frying temperature and 5 min frying time. Air-fried snacks showed higher lightness (49.00), lower browning index (71.81), increased bulk density (0.276 g/cm³), enhanced cohesiveness (2.01), and fracturability (118.67 N), with reduced springiness (1.13). Lower thermal conductivity (0.23 W/m·K) and thermal diffusivity (6.8 ×10⁻⁶ m²/s) were achieved under 80 °C extrusion temperature with either deep-fat frying at 160 °C for 10 min or air frying at 180 °C for 30 min. This study demonstrates the potential of wheat-rice-sweet potato blends in producing 3 G snacks with desirable physical, textural and thermal properties under appropriate conditions, aligning with consumer demand for innovative and convenient foods.
人们对健康零食的需求日益增长,这促使人们对利用营养丰富的成分产生了兴趣。本研究以85:10:5的小麦-大米-红薯粉复合混合物为原料,开发第三代(3 G)零食。根据3种 G零食的物理(膨胀率、轻度、褐变指数、堆积密度)、结构(咀嚼性、黏结性、断裂性、硬度、弹性)和热(导电性和扩散性)性能,评价了两种挤压温度(60℃和80℃)和两种油炸技术(深度油炸和空气油炸)在160 - 180℃的不同时间。挤压温度和油炸工艺对零食的性能有显著影响。挤压温度为60℃,油炸温度为180℃,油炸时间为5 min时,膨胀率最高,为2.66。空气油炸小吃具有较高的轻度(49.00)、较低的褐变指数(71.81)、较高的容重(0.276 g/cm³)、较强的粘结性(2.01)和可裂性(118.67 N),但弹性降低(1.13)。在80°C的挤压温度下,用160°C的深油炸10 分钟或180°C的空气油炸30 分钟,可以获得较低的导热系数(0.23 W/m·K)和热扩散系数(6.8 ×10⁻⁶m²/s)。本研究展示了小麦-大米-甘薯混合物在适当条件下生产具有理想物理、质地和热性能的3 G零食的潜力,符合消费者对创新和方便食品的需求。
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引用次数: 0
Potato starch as a next-generation biopolymer: Functionality, modification, sustainability, and industrial perspectives 马铃薯淀粉作为下一代生物聚合物:功能、改性、可持续性和工业前景
Pub Date : 2026-09-01 Epub Date: 2026-01-18 DOI: 10.1016/j.foodp.2026.100082
Mohammad Ubaid , Mukhtar Ahmed , Mohd Aaqib Sheikh , Tawseefa Jan , Imran Sheikh , Naseer Ahmed , Krishan Kumar , Arvind Kumar , Aseem Vashisht
The potato (Solanum tuberosum L.) is one of the most widely cultivated crops worldwide, and its starch has attracted growing interest as a renewable and biodegradable biopolymer for applications in food, packaging, pharmaceuticals, and emerging material systems. The functional behavior of potato starch is governed by intrinsic structural features, such as granule size, crystalline organization, and the amylose-to-amylopectin ratio, which collectively influence gelatinization, viscosity development, and retrogradation. Despite these favorable attributes, native potato starch shows limited resistance to heat, shear, and acidic conditions, which restricts its direct use in many industrial processes. This narrative review provides an integrated overview of potato starch functionality, major modification strategies, sustainability aspects, and industrial applications. Physical, chemical, and enzymatic modification methods are discussed in relation to their effects on starch structure and the resulting functional performance. Particular attention is given to emerging green modification approaches that seek to enhance functionality while reducing chemical use and energy demand. A comparative analysis highlights the differences in effectiveness, scalability, and industrial feasibility between conventional and alternative modification technologies. Sustainability considerations are examined through biodegradation behavior and life cycle perspectives, emphasizing the importance of balancing functional improvement with environmental performance. Industrial case studies demonstrate the application of modified potato starch in various food systems, thermoplastic materials, packaging, and other value-added products, where processing conditions and formulation choices significantly influence the outcome. Overall, this review highlights the structure-function relationships and practical considerations that support the continued development and industrial application of potato starch as a biopolymer.
马铃薯(Solanum tuberosum L.)是世界上种植最广泛的作物之一,其淀粉作为一种可再生和可生物降解的生物聚合物在食品、包装、制药和新兴材料系统中的应用引起了越来越多的兴趣。马铃薯淀粉的功能行为是由其固有的结构特征所决定的,如颗粒大小、晶体组织和直链淀粉与支链淀粉的比例,它们共同影响糊化、粘度发展和退化。尽管有这些有利的属性,原生马铃薯淀粉表现出有限的耐热性,剪切性和酸性条件,这限制了它在许多工业过程中的直接使用。本文综述了马铃薯淀粉功能、主要改性策略、可持续性方面和工业应用的综合概况。讨论了物理、化学和酶修饰方法对淀粉结构和功能性能的影响。特别注意正在出现的绿色改性方法,力求在减少化学品使用和能源需求的同时增强功能。对比分析强调了传统和替代改性技术在有效性、可扩展性和工业可行性方面的差异。通过生物降解行为和生命周期的角度来检查可持续性考虑,强调平衡功能改进与环境绩效的重要性。工业案例研究展示了改性马铃薯淀粉在各种食品系统、热塑性材料、包装和其他增值产品中的应用,其中加工条件和配方选择对结果有重大影响。总之,这篇综述强调了支持马铃薯淀粉作为生物聚合物继续发展和工业应用的结构-功能关系和实际考虑。
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引用次数: 0
Kepok banana TSS and firmness estimation based on RGB reflectance–fluorescence imaging and partial least squares regression 基于RGB反射-荧光成像和偏最小二乘回归的Kepok香蕉TSS和硬度估计
Pub Date : 2026-09-01 Epub Date: 2026-02-03 DOI: 10.1016/j.foodp.2026.100084
Fathinia Kamila , Sandra Malin Sutan , La Choviya Hawa , Rini Yulianingsih , Dewi Maya Maharani , Elya Mufidah , Rosnah Shamsudin , Dimas Firmanda Al Riza
This study presents a concise and improved approach for estimating the ripeness parameters of Kepok bananas (Musa balbisiana BBB) using a Partial Least Squares Regression (PLSR) method. The proposed technique integrates RGB reflectance and fluorescence maging to obtain comprehensive color and texture information for objective fruit maturity estimation, specifically to determine the optimum harvest maturity. Comparative models were developed using individual and combined image datasets to evaluate their performance in predicting Total Soluble Solids (TSS) and firmness, two key indicators of banana maturity. Results revealed that fluorescence and combined RGB reflectance–fluorescence imaging yielded the highest accuracy, with R²training = 0.9231, R²test = 0.9256 for firmness and R²training = 0.8623, R²test = 0.8908 for TSS. The optimal PLSR models utilized 12 and 9 selected features, respectively, achieving RMSE values of 0.3341 (firmness) and 2.0829 (TSS). These outcomes confirm that integrating RGB reflectance–fluorescence imaging with PLSR modeling enhances the accuracy and reliability of non-destructive Kepok banana maturity assessment.
本文提出了一种基于偏最小二乘回归(PLSR)的Kepok香蕉(Musa balbisiana BBB)成熟参数估算方法。该技术将RGB反射和荧光成像相结合,获得全面的颜色和质地信息,用于客观估计果实成熟度,特别是确定最佳采收成熟度。利用单个和组合图像数据集建立了比较模型,以评估它们在预测香蕉成熟度的两个关键指标——总可溶性固形物(TSS)和硬度方面的性能。结果表明,荧光成像和RGB反射-荧光联合成像准确率最高,硬度R²training = 0.9231,R²test = 0.9256,TSS R²training = 0.8623,R²test = 0.8908。最优PLSR模型分别利用了12个和9个选定的特征,RMSE值分别为0.3341 (firmness)和2.0829 (TSS)。这些结果证实,将RGB反射-荧光成像与PLSR建模相结合可以提高Kepok香蕉无损成熟度评估的准确性和可靠性。
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引用次数: 0
Comparative study of Solar tunnel and Indirect hybrid solar cabinet dryers on drying kinetics and quality of tree tomato (Solanum betaceum Cav.) powder 太阳能隧道式和间接混合式太阳能柜式干燥机对番茄粉干燥动力学和品质的比较研究
Pub Date : 2026-09-01 Epub Date: 2025-12-17 DOI: 10.1016/j.foodp.2025.100078
Isaac M. Maitha , Michael W. Okoth , Lucy G. Njue , Duncan O. Mbuge
Harnessing solar energy to transform food manufacturing process can reduce dependance on fossil fuels, which are costly and generate greenhouse gas emissions. The study evaluated the impact of indirect hybrid solar cabinet dryer (IHSCD) and solar tunnel (ST) dryer on the drying kinetics and quality characteristics of tree tomato powder. For both dryers, the Modified Page Model was the best among the models tested. The values of k and n for the IHSCD were 0.116 and 8.128 respectively while for the ST they were 0.146 and 4.022 respectively. There was no difference in the L*, a*, b*, C* and ΔE color values (p > 0.05) while the h* color value of the fruit powder was higher for the ST (30.33) than for the IHSCD (25.63) dryer. Significant difference (p < 0.001) was recorded on the water solubility % at 50 °C with higher value °f 98.53 for the ST dryer and 97.68 for the IHSCD dryer. There was no significant difference in the rehydration ratio, hygroscopicity and water solubility (at 25 °C and at 80 °C) (p > 0.05). Flavonoids were higher (4.18 mg CE/100 g) in the ST than in the IHSCD which recorded a value of 3.96. The IHSCD yielded higher values of Vitamins A (RAE) of 48.77, and Vitamins C (mg/100 g) of 348.89 than the ST dryer (45.48, 338.02 respectively). Considering the physical and technological properties, the differences between the two drying processes were actually not significant but taking into account the retention of the functional attributes, the IHSCD would be the superlative choice. Application of IHSCD can act as a game changer to smallholder farmers in the tropics, in transforming tree tomato from subsistence farming, into value added, nutritious, safe, and shelf-stable food product.
利用太阳能改变食品生产过程可以减少对化石燃料的依赖,化石燃料成本高昂,并产生温室气体排放。研究了间接混合太阳能柜式干燥机(IHSCD)和太阳能隧道式干燥机(ST)对树番茄粉干燥动力学和品质特性的影响。对于这两款烘干机,在测试的机型中,改良版机型是最好的。IHSCD的k和n值分别为0.116和8.128,ST的k和n值分别为0.146和4.022。果粉的L*、a*、b*、C*和ΔE颜色值无显著差异(p >; 0.05),而果粉的h*颜色值ST(30.33)高于IHSCD(25.63)。在50 °C时的水溶性%记录有显著差异(p <; 0.001),ST干燥器的水溶性%较高,为98.53°C, IHSCD干燥器为97.68°C。复水率、吸湿性和水溶性(25 °C和80 °C)无显著差异(p >; 0.05)。黄酮类化合物在ST中的含量(4.18 mg CE/100 g)高于IHSCD(3.96)。IHSCD的维生素A (RAE)为48.77,维生素C (mg/100 g)为348.89,高于ST干燥机(45.48,338.02)。考虑到物理和工艺性能,两种干燥工艺之间的差异实际上并不显著,但考虑到功能属性的保留,IHSCD将是最好的选择。IHSCD的应用可以改变热带地区小农的游戏规则,将树番茄从自给农业转变为增值、营养、安全和货架稳定的食品。
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引用次数: 0
Effect of resistant starch on the physical properties and structure of wheat gel at different heating temperatures 不同加热温度下抗性淀粉对小麦凝胶物理性质和结构的影响
Pub Date : 2025-09-01 Epub Date: 2025-04-16 DOI: 10.1016/j.foodp.2025.100052
Ryoko Shimada , Miki Yoshimura

Background

The physical properties of resistant starch (RS) are similar to those of dietary fiber; thus, RS is often added to food products to provide the same health benefits as dietary fiber.

Methods

In this study, four types of RS were mixed with wheat flour, and gels were prepared. RS-2, high amylose corn starch (HACS), was used alongside three types of RS-4: phosphate cross-linked tapioca starch (XLTS) and low- and high-hydroxypropylated phosphate tapioca starch (LHTS and HHTS, respectively). The flour suspension (16.7 w/w %) consisted of a mixture of medium wheat flour (1:1 mixture of low- and high-gluten wheat flour) and RS, combined in a 95:5 ratio. The suspension was heated at either 90 or 120 °C. The control sample consisted of wheat flour only. Compressive analysis, texture analysis, microscopic observations, RS measurements, and thermal properties analysis were performed.

Results

The gel made with HACS was soft after heating at 90 °C, and this gel showed the highest RS content. Additionally, the control and HACS gels had increased RS content when heated at 120 °C. In contrast, while the physical properties of the RS-4 mixed gels (XLTS, LHTS, and HHTS) changed upon heating, the RS content did not increase in the gels heated at 120 °C. Therefore, the RS-4 mixed gels may inhibit wheat starch aging during retort cooking.

Conclusions

These results indicate that mixing HACS into flour is the most effective way to increase the RS content in a water-dispersed flour system with high-moisture content, with higher heating temperatures facilitating this process.
抗性淀粉(RS)的物理性质与膳食纤维相似;因此,RS经常被添加到食品中,以提供与膳食纤维相同的健康益处。方法将4种RS与小麦粉混合,制备凝胶。高直链玉米淀粉(HACS) RS-2与三种类型的RS-4:磷酸交联木薯淀粉(XLTS)和低羟丙基磷酸木薯淀粉(LHTS)和高羟丙基磷酸木薯淀粉(HHTS)一起使用。面粉悬浮液(16.7 w/w %)由中筋小麦粉(低筋和高筋小麦粉1:1混合)和RS以95:5的比例混合而成。悬浮液在90或120°C下加热。对照样品仅由小麦粉组成。进行了压缩分析、织构分析、微观观察、RS测量和热性能分析。结果用HACS制备的凝胶经90℃加热后呈柔软状,RS含量最高。另外,对照组和HACS凝胶在120℃下加热时RS含量增加。相比之下,RS-4混合凝胶(XLTS、LHTS和HHTS)的物理性质在加热后发生变化,而在120℃加热时RS含量没有增加。因此,RS-4混合凝胶可以抑制小麦淀粉在蒸煮过程中的老化。结论在高含水率的水分散面粉体系中,在面粉中加入HACS是提高RS含量最有效的方法,而较高的加热温度有利于提高RS含量。
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引用次数: 0
Single-mode microwave heating for food science research: Understanding specific microwave effects and reliability concerns 用于食品科学研究的单模微波加热:了解特定的微波效应和可靠性问题
Pub Date : 2025-09-01 Epub Date: 2025-01-06 DOI: 10.1016/j.foodp.2025.100048
Xidong Jiao , Haifeng Diao , Tianyi Liu , Bowen Yan , Xiangwei Tang , Daming Fan
Microwave heating is one of the most significant food-related physical-field processing technologies, possessing wide application potential in the food industry and for scientific research. This study explores microwave heating characteristics by conducting Multiphysics numerical simulations within a single-mode microwave system, emphasizing the impact of solvent type and volume on the heating rate, temperature profile, and distribution of the electric field and power dissipation density. In addition, the study examined the microwave-induced aggregation behavior of myofibrillar proteins (MPs) in diverse monovalent salt solvents by employing an established heating protocol. Results indicate that both the volume and type of solvent influence the microwave heating rate considerably. Specifically, volumes of 2 and 3 mL exhibited significantly higher rates than those of 1 and 4 mL under the test conditions, and these alterations were relatively consistent with the observed distributions of the electric field and power dissipation density. Simulations and measurements disclosed notable temperature gradients within the heating system, which were also affected by the solvent volume and type. Abnormal convection led to increased temperatures in the upper solution layers, and this abnormal convection-induced higher temperature could affect the experimental outcomes in scientific research. Using the aggregation behavior of MPs as an example, we also demonstrated the crucial importance of selecting appropriate heating volumes in single-mode microwave systems. These findings offer a theoretical basis for comprehending microwave-heating processes in single-mode reactors and clarify the common microwave-specific effects encountered in laboratory settings.
微波加热是一种重要的食品物理场加工技术,在食品工业和科学研究中具有广泛的应用潜力。本研究通过在单模微波系统中进行多物理场数值模拟,探讨了微波加热特性,强调了溶剂类型和体积对加热速率、温度分布、电场分布和功耗密度的影响。此外,该研究通过采用既定的加热方案,检测了微波诱导的肌纤维蛋白(MPs)在不同的一价盐溶剂中的聚集行为。结果表明,溶剂的体积和种类对微波加热速率有较大影响。在实验条件下,2和3 mL的体积表现出明显高于1和4 mL的体积,这种变化与观测到的电场分布和功耗密度分布相对一致。模拟和测量结果表明,加热系统内存在显著的温度梯度,温度梯度也受溶剂体积和类型的影响。对流异常导致上层溶液温度升高,对流异常引起的温度升高会影响科学研究中的实验结果。以MPs的聚集行为为例,我们也证明了在单模微波系统中选择合适的加热体积的重要性。这些发现为理解单模反应堆中的微波加热过程提供了理论基础,并澄清了在实验室环境中遇到的常见微波特异性效应。
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引用次数: 0
Mechanisms of phenolic biosynthesis induced by ultrasound stress in fresh-cut red cabbages based on energy metabolism analysis 基于能量代谢分析的超声胁迫诱导鲜切红甘蓝酚类生物合成机制
Pub Date : 2025-09-01 Epub Date: 2025-01-24 DOI: 10.1016/j.foodp.2025.100049
Ningning Ouyang , Chen Hong , Lina Guo , Xinyan Zhang , Wenjuan Qu , Haile Ma
In our previous studies, ultrasonic washing was proven to induce phenolic biosynthesis in fresh-cut red cabbages; however, the related regulatory mechanisms remain unclear. In response, this study investigates the mechanisms of phenolic biosynthesis in fresh-cut red cabbages under ultrasound stress from the perspective of energy metabolism. The effects of exogenous adenosine triphosphate (ATP) and 2,4-dinitrophenol (DNP) on the phenolic biosynthesis and antioxidant enzymes of fresh-cut red cabbages were also studied. The results show that ultrasound treatment induces the activities of adenosine triphosphatases (ATPase), succinate dehydrogenase (SDH), and cytochrome oxidase (CCO), thus maintaining the high-energy status of fresh-cut red cabbages during storage, primarily characterized by an increase in ATP content and energy charge (EC). The high-energy status is beneficial for providing energy to the biosynthesis of phenolic compounds. In addition, the phenolic content, as well as the activities of phenylalanine ammonia-lyase (PAL), cinnamate-4-hydroxylase (C4H), 4-coumarate-CoA ligase (4CL), superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX), was increased in the fresh-cut red cabbages after ATP treatment, whereas DNP treatment showed the opposite effect. The results indicate that energy plays an essential role in regulating the antioxidant systems of fresh-cut red cabbages. The energy enhancement induced by ultrasound treatment is a key reason to promote the biosynthesis of non-enzymatic antioxidant–phenolic compounds and enhancing antioxidant enzyme activities. Therefore, the increase in energy levels induced by ultrasonic washing is closely related to the accumulation of phenolic compounds. Positive energy regulation could be a potential mechanism to improve the nutritive value of fruits and vegetables subjected to ultrasonic washing.
在我们之前的研究中,超声波洗涤被证明可以诱导鲜切红甘蓝的酚类生物合成;然而,相关的监管机制尚不清楚。为此,本研究从能量代谢的角度探讨超声胁迫下鲜切红甘蓝酚类物质的生物合成机制。研究了外源三磷酸腺苷(ATP)和2,4-二硝基酚(DNP)对鲜切红甘蓝酚类生物合成和抗氧化酶的影响。结果表明:超声处理可诱导三磷酸腺苷酶(ATPase)、琥珀酸脱氢酶(SDH)和细胞色素氧化酶(CCO)活性,维持鲜切红甘蓝贮藏期间的高能状态,主要表现为ATP含量和能量电荷(EC)的增加。这种高能状态有利于为酚类化合物的生物合成提供能量。此外,ATP处理提高了鲜切红甘蓝酚类物质含量,并提高了苯丙氨酸解氨酶(PAL)、肉桂酸-4-羟化酶(C4H)、4-香豆酸-辅酶a连接酶(4CL)、超氧化物歧化酶(SOD)、过氧化氢酶(CAT)和抗坏血酸过氧化物酶(APX)活性,而DNP处理则相反。结果表明,能量在调节鲜切红甘蓝抗氧化系统中起重要作用。超声处理诱导的能量增强是促进非酶抗氧化酚类化合物生物合成和增强抗氧化酶活性的关键原因。因此,超声波洗涤引起的能级升高与酚类化合物的积累密切相关。正能量调节可能是提高超声清洗果蔬营养价值的潜在机制。
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Food Physics
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