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Role of Ultrasound Application in the Production, Processing, and Preservation of Edible Flowers: A Review 超声技术在食用花卉生产、加工和保鲜中的应用综述
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-09 DOI: 10.1111/jfpe.70012
Fidele Benimana, Kentaro Kawata, Fanbin Kong, Anupam Roy, Anand Mohan

Edible flowers, with their abundance of nutrients, low-calorie count, and beneficial compounds, are seen as a choice for a diet. However, the high moisture content in edible flowers makes it challenging to store, transport, and process edible flowers effectively, resulting in shelf-life processing difficulties and increased risk of spoilage. Ultrasound technology has become popular in food processing due to its versatility in cleaning, preserving, freezing, and thawing emulsions formation and drying. This article review explores using ultrasound to improve the production and processing of edible flowers. The review discusses the impact of ultrasound on the drying process, extracting bioactive compounds, and extending the postharvest lifespan while enhancing the overall preservation of edible flowers. Ultrasonic technology has the advantage of promoting the development of the edible flower industry.

食用花卉营养丰富、卡路里含量低、有益化合物多,因此被视为一种饮食选择。然而,食用花卉的高水分含量给有效地储存、运输和加工食用花卉带来了挑战,导致货架期加工困难,并增加了腐败风险。超声波技术由于其在清洗、保存、冷冻、解冻、乳剂形成和干燥等方面的通用性,在食品加工中越来越受欢迎。本文综述了超声技术在食用花卉生产加工中的应用。综述了超声波对干燥过程的影响,提取生物活性化合物,延长采后寿命,同时提高食用花的整体保存。超声波技术具有促进食用花卉产业发展的优势。
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引用次数: 0
Beetroot Microgreens (Beta vulgaris) Powder Obtained by Cast-Tape Drying and Freeze-Drying 投带干燥和冷冻干燥制备甜菜根微绿粉
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-04 DOI: 10.1111/jfpe.70015
Guilherme Meira Freitas, Lurian Cicotti, Patrícia Beltrao Lessa Constant, Marta Fernanda Zotarelli, João Paulo Natalino de Sá, Simone Mazzutti, Frederico Alberto de Oliveira, Angelise Durigon

The study aimed to dehydrate beet microgreen foams using cast-tape drying and freeze-drying to obtain powder and characterize them in terms of physicochemical properties and betalain. Foam formulations were analyzed: F1 = 78.3% water + 13% microgreens + 6.5% Emustab + 2.2% pre-gelatinized starch; F2 = 78.3% water + 13% microgreens + 4.4% pre-gelatinized starch + 4.3% Emustab. The formulated foams were dried using cast-tape drying (CTD) (70°C and 2 mm spreading thickness) and freeze-dried (FD). The drying time for CTD was 12 min for CTDF1 and 24 min for CTDF2 (moisture of 0.1 g/g). The FD time was 14 h for FDF1 and 18 h for FDF2 (moisture of 0.02 g/g). The water activity and moisture content of the powder obtained by CTD were lower than that of the FD powder for both formulations, and the protein content in F2 (4%–4.6%) was lower than in F1 (5.2%–6.3%). The foam allows for the rapid drying of beet microgreens by CTD due to the high drying rate and moderate temperature. The CTDF2 powder has lower moisture and activity water, violet/red coloration, good flowability, and low cohesiveness compared to the other samples. Freeze-drying shows higher betalain retention (FDF1). Microgreens in powdered form constitute viable protein sources to be incorporated into plant-based products, while betalain allows using this powder as a natural dye. These potential applications demand further investigation, aiming at a potential introduction as a new product in the market.

本研究以甜菜微绿泡沫为原料,采用胶带干燥法和冷冻干燥法对其进行脱水,并对其理化性质和甜菜素进行表征。泡沫配方分析:F1 = 78.3%水+ 13%微绿菜+ 6.5% Emustab + 2.2%预糊化淀粉;F2 = 78.3%的水+ 13%的微型蔬菜+ 4.4%的预糊化淀粉+ 4.3%的Emustab。将配制好的泡沫用投胶带干燥(CTD)(70°C,铺展厚度2 mm)和冷冻干燥(FD)进行干燥。CTD干燥时间CTDF1为12 min, CTDF2为24 min(水分为0.1 g/g)。FDF1的FD时间为14 h, FDF2的FD时间为18 h(水分为0.02 g/g)。两种配方的CTD粉的水活度和水分含量均低于FD粉,F2的蛋白质含量(4% ~ 4.6%)低于F1(5.2% ~ 6.3%)。由于高干燥速率和适中的温度,泡沫允许用CTD快速干燥甜菜微绿蔬菜。与其他样品相比,CTDF2粉末具有较低的水分和活性水,呈紫红色,流动性好,黏结性低。冷冻干燥显示较高的β素保留率(FDF1)。粉状的微绿色蔬菜构成了可行的蛋白质来源,可以加入到植物性产品中,而甜菜素可以使用这种粉末作为天然染料。这些潜在的应用需要进一步的研究,目的是作为一种潜在的新产品在市场上推出。
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引用次数: 0
Konjac Glucomannan-Based Edible Films: Method, Properties, and Applications 魔芋葡甘露聚糖可食性薄膜:方法、性能及应用
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-04 DOI: 10.1111/jfpe.70009
Chandani Chandarana, Smita Bonde, Vidhi Vashi, Mohammad Suhail Akhter, Bhupendra Prajapati

Konjac glucomannan (KGm) has emerged as a promising candidate in the realm of sustainable packaging materials due to its biodegradability, biocompatibility, and unique chemical properties. Derived from the konjac plant tuber, KGm is primarily composed of glucose and mannose units linked by β-1,4 glycosidic bonds, which impart high molecular weight, acetylation levels, and functional characteristics such as viscosity, gel-forming ability, and water absorption capacity. In the food industry, KGm films serve as edible coatings on fruits and vegetables, extending shelf life by creating a protective barrier against moisture and oxygen. KGm-based films are used in controlled release formulations, wound healing dressings, and tissue engineering scaffolds. Various manufacturing techniques such as solvent casting, microfluidic spinning, and electrospinning are used to customize the mechanical properties and structure of KGm films for specific applications. Ongoing research aims to enhance water resistance and barrier properties through innovations such as composite formulations and cross-linking methods. Looking ahead, further developments in KGm-based edible films hold promise for addressing environmental concerns linked to traditional plastic packaging materials.

魔芋葡甘露聚糖(KGm)因其生物可降解性、生物相容性和独特的化学性质而成为可持续包装材料领域的一个有前途的候选材料。KGm主要由葡萄糖和甘露糖单元组成,通过β-1,4糖苷键连接,具有高分子量,乙酰化水平,以及粘度,凝胶形成能力和吸水能力等功能特征。在食品工业中,KGm薄膜作为水果和蔬菜的可食用涂层,通过形成防潮和防氧的保护屏障来延长保质期。kgm基薄膜用于控释制剂、伤口愈合敷料和组织工程支架。各种制造技术,如溶剂铸造、微流控纺丝和静电纺丝被用来定制KGm薄膜的机械性能和结构,以满足特定的应用。正在进行的研究旨在通过创新,如复合配方和交联方法,提高耐水性和屏障性能。展望未来,基于转基因的可食用薄膜的进一步发展有望解决与传统塑料包装材料相关的环境问题。
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引用次数: 0
Simulation of Bruising in Persimmon Under the Dynamic Impact by the Finite Element Method 动态碰撞下柿子撞伤的有限元模拟
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-04 DOI: 10.1111/jfpe.70006
Elahe Soheilsarv, Ebrahim Ahmadi, Hasan Sarikhani

Persimmon is a soft fruit, which is why it is one of the horticultural products most prone to mechanical damage throughout the cold chain. Understanding the impact of this damage on the post-harvest quality of these fruits is extremely important to reduce losses that occur throughout the supply chain. This study used the finite element method (FEM) to predict the damage to persimmon during impact loading. The tensile and puncture tests were used to find mechanical properties, and the pendulum tests for three levels of impact. During simulation, persimmon was modeled as an elastic–plastic, and the problem was considered a non-linear explicit procedure. Two different force-time and initial velocity methods were used for simulation in Abaqus software. Results of the maximum von Mises stress, maximum contact force, deformation, bruise volume, and internal energy indicated that increasing the impact level in both methods resulted in a rise of stress, deformation, bruise volume, and absorbed energy. The average error in contact force in the force-time and initial velocity methods was 12% and 21%, respectively. Also, the average deformation error in the force-time and initial velocity methods was 10% and 52%, respectively. According to these results, the force-time method is more accurate, and the elastic–plastic model can properly represent the behavior of persimmon.

柿子是一种柔软的水果,这就是为什么它是整个冷链中最容易受到机械损伤的园艺产品之一。了解这种损害对这些水果收获后质量的影响,对于减少整个供应链中的损失至关重要。采用有限元法对柿子在冲击载荷作用下的损伤进行了预测。拉伸和穿刺试验用于发现机械性能,摆锤试验用于三个水平的冲击。在仿真过程中,将柿子建模为弹塑性模型,将问题视为一个非线性显式过程。在Abaqus软件中采用两种不同的力-时间和初速度方法进行仿真。最大von Mises应力、最大接触力、变形、淤伤体积和内能的结果表明,两种方法的冲击水平增加都会导致应力、变形、淤伤体积和吸收能量的增加。力-时间法和初速度法中接触力的平均误差分别为12%和21%。力-时间法和初速度法的平均变形误差分别为10%和52%。结果表明,力-时间法更准确,弹塑性模型能较好地表征柿子的力学行为。
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引用次数: 0
Development of Technology for Producing Combined Meat Chips With Reduced Sodium Content 低钠复合肉片生产技术的发展
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-03 DOI: 10.1111/jfpe.70004
Arailym Kaisarova, Azret Shingisov, Almas Mukhametov, Shynar Kenenbay

High sodium intake from processed foods has been linked to increased risks of hypertension and cardiovascular diseases, prompting the need for sodium reduction strategies in meat products. This study aims to investigate the influence of partially replacing salt (NaCl) with Salicornia herbacea L. in the formulation of meat chips on their yield, quality, and sensory characteristics. The main difference between control and experimental recipes lies in the substitution of part of the salt (NaCl) with S. herbacea L., known for its beneficial properties and lower sodium content. Beef, chicken breast, and horse meat were used for chip preparation. Control recipes contained 8% NaCl, whereas in experimental recipes, NaCl constituted 4%, and S. herbacea L. constituted 4%. The preparation process involved grinding the meat to a minced state, adding salt and spices, forming chips, a three-stage drying process, and subsequent cooling. The results indicated that the inclusion of S. herbacea L. reduces chip yield by 2%. Moisture, fat content, protein composition, and caloric content of the chips also slightly decreased in experimental recipes. Meanwhile, antioxidant activity and chip-shape stability increased. Experimental recipes also demonstrated improved sensory characteristics such as taste, aroma, and texture. Thus, despite a minor decrease in production yield the use of S. herbacea L. in meat chip formulations was justified. Simultaneously, alongside sodium reduction, there was an improvement in the product's antioxidant activity and sensory properties. The incorporation of S. herbacea L. makes meat chips more nutritious and appealing to health-conscious consumers.

从加工食品中摄取的高钠与高血压和心血管疾病的风险增加有关,这促使人们需要在肉制品中减少钠的摄入。本研究旨在探讨在肉片配方中,用海角草部分替代盐(NaCl)对肉片产量、品质和感官特性的影响。对照配方与实验配方的主要区别在于用草本草代替了部分盐(NaCl),草本草有益且钠含量较低。牛肉、鸡胸肉和马肉被用来制作薯片。对照配方中NaCl含量为8%,实验配方中NaCl含量为4%,草酵母含量为4%。准备过程包括将肉磨碎,加入盐和香料,形成薄片,三个阶段的干燥过程,然后冷却。结果表明,添加草单胞菌可使切屑产量降低2%。在实验配方中,薯片的水分、脂肪含量、蛋白质成分和热量含量也略有下降。同时,抗氧化活性和片状稳定性增强。实验配方也证明了味觉、香气和口感等感官特征的改善。因此,尽管产量略有下降,但在肉片配方中使用草芽孢杆菌是合理的。同时,在钠减少的同时,产品的抗氧化活性和感官性能也得到了改善。草芽孢杆菌的加入使肉片更有营养,对注重健康的消费者更有吸引力。
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引用次数: 0
Advances in Multi-Scale Biomechanics of Fruits and Vegetables: A Review 果蔬多尺度生物力学研究进展
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-03 DOI: 10.1111/jfpe.14778
Lianghuan Zhou, Ningbo Kang, Qianjin Qu, Hongbo Zhang, Jun Zhang, Kaikai Hu

Fruits and vegetable (F&V) account for a large proportion of the market output, and reducing mechanical damage can improve economic benefits. During harvesting and storage of F&V, visible mechanical damage and unseen bruises can result from external loads. However, there are relatively few studies on the micro-damage of F&V, and the micro-damage changes are reflected in the macro. Therefore, it is necessary to establish macroscopic, mesoscopic, and microscopic mechanical structure models. In this paper, the factors influencing the mechanics of F&V are analyzed, macroscopic, mesoscopic, and microscopic mechanical analysis methods of F&V are reviewed, multi-scale mechanical relationships are explored, and future research directions of multi-scale biomechanics of F&V are prospected. The results show that future research direction should mainly focus on the force analysis of microscopic single cell, as it is the basis of mechanical analysis of F&V.

水果和蔬菜(F&;V)在市场产量中占很大比例,减少机械损伤可以提高经济效益。在收获和储存F&;V期间,外部负载可能导致可见的机械损伤和不可见的擦伤。然而,关于F&;V的微损伤研究相对较少,微损伤的变化体现在宏观上。因此,有必要建立宏观、细观和微观力学结构模型。本文分析了影响F&;V力学的因素,综述了F&;V宏观、细观和微观力学分析方法,探讨了F&;V多尺度力学关系,展望了F&;V多尺度生物力学的未来研究方向。结果表明,未来的研究方向应主要集中在微观单细胞的受力分析上,因为这是F&;V力学分析的基础。
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引用次数: 0
Experimental and Computational Analysis of Drying Characteristics and Quality Attributes of Indirect and Mixed-Mode Solar Dried Stevia rebaudiana Leaves 间接和混合模式太阳能干燥甜菊叶片干燥特性及品质属性的实验与计算分析
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-12-02 DOI: 10.1111/jfpe.14760
Prakash Kumar, Punyadarshini Punam Tripathy

This study comprehensively investigates the temperature dynamics, fluid flow patterns, and moisture distribution during solar drying of Stevia rebaudiana leaves. Drying experiments were conducted using an indirect mode solar dryer (ISD) and mixed-mode solar dryer (MSD), considering both natural convection mode (NCM) and forced convection mode (FCM). Results revealed that MSD dried the leaves 40.00%–44.44% faster than ISD. Additionally, the average effective moisture diffusivity was 26.73% higher in MSD under NCM, and 34.75%–36.67% higher under FCM compared to ISD. The average mass transfer coefficient in MSD was also significantly higher than in ISD (p < 0.05), ranging from 2.92 × 10−6 to 3.68 × 10−6 m/s, a 25.86%–37.31% increase. The experimental data were evaluated using nine thin-layer drying models, with the Page and Two-term exponential models emerging as the best fit based on Akaike increment criteria and Akaike weights. The total color change was significantly higher (p < 0.05) by 35.41% under NCM and 40.17%–76.10% under FCM in MSD compared to ISD, indicating substantial quality and microstructural alterations in stevia due to its interactions with high temperature airflow. The total phenolic content of leaves showed a significant (p < 0.05) increase, ranging from 63.65% to 71.99%, when dried using ISD compared to MSD. The 3D finite element modeling performed using COMSOL Multiphysics software showed strong agreement with the experimental data, offering valuable insights into stevia's drying kinetics and the airflow patterns inside the solar dryer. These observations strongly support the efficacy of the ISD for drying heat sensitive medicinal herb like stevia.

本研究全面研究了甜菊叶太阳干燥过程中的温度动态、流体流动模式和水分分布。采用间接模式太阳能干燥器(ISD)和混合模式太阳能干燥器(MSD)进行干燥实验,同时考虑自然对流模式(NCM)和强制对流模式(FCM)。结果表明,MSD比ISD干燥速度快40.00% ~ 44.44%。NCM下MSD的平均有效水分扩散率比ISD高26.73%,FCM下MSD的平均有效水分扩散率比ISD高34.75% ~ 36.67%。MSD的平均传质系数也显著高于ISD (p < 0.05),为2.92 × 10−6 ~ 3.68 × 10−6 m/s,增幅为25.86% ~ 37.31%。采用9种薄层干燥模型对实验数据进行了评价,基于赤池增量准则和赤池权重的Page和Two-term指数模型是最合适的。与ISD相比,MSD在NCM和FCM下的总颜色变化显著增加(p < 0.05),分别为35.41%和40.17%-76.10%,表明甜叶菊与高温气流的相互作用导致其质量和微观结构发生了实质性变化。叶片总酚含量显著(p < 0.05)提高,在63.65% ~ 71.99%之间。使用COMSOL Multiphysics软件进行的三维有限元建模与实验数据非常吻合,为甜菊糖的干燥动力学和太阳能干燥器内的气流模式提供了有价值的见解。这些观察结果有力地支持了ISD对甜叶菊等热敏性药材干燥的功效。
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引用次数: 0
Correction to “Non-Destructive Detection of Fruit Fly (Bactrocera dorsalis) Infestation in Alphonso and Totapuri Varieties of Mango Fruits by Thermal Imaging Technique” 对“热成像技术无损检测芒果Alphonso和Totapuri品种果蝇(背小实蝇)侵染”的修正
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-11-28 DOI: 10.1111/jfpe.70007

Shoba, S., Pandiyarajan, T., and Shashidhar, K. C. (2024). Non-Destructive Detection of Fruit Fly (Bactrocera dorsalis) Infestation in Alphonso and Totapuri Varieties of Mango Fruits by Thermal Imaging Technique. Journal of Food Process Engineering, 47(4), e14610. https://doi.org/10.1111/jfpe.14610.

The affiliation for first author S. Shoba shown as “KSNUAHS, Shivamogga, India” was incorrect. The correct affiliation is “University of Horticultural Sciences, Bagalkot, India.”

The affiliations were also missing the departments and full names of the universities.

Here is the corrected list of authors and affiliations:

S. Shoba1 | T. Pandiyarajan2 | K. C. Shashidhar3.

1Department of Food Process Engineering, DSLD CHEFT, University of Horticultural Sciences, Bagalkot, India.

2Department of Food Process Engineering, Tamil Nadu Agricultural University, Coimbatore, India.

3Department of Agricultural Engineering, Keladi Shivappa Nayaka University of Agricultural and Horticultural Sciences, Shivamogga, India.

We apologize for this error.

Shoba, S., Pandiyarajan, T.和Shashidhar, K. C.(2024)。热成像技术无损检测芒果Alphonso和Totapuri品种果蝇侵染食品加工工程,47(4),e14610。https://doi.org/10.1111/jfpe.14610.The第一作者S. Shoba的从属关系显示为“KSNUAHS, Shivamogga, India”是不正确的。正确的隶属关系是“印度巴加尔科特园艺科学大学”。附属机构也没有院系和大学的全名。以下是更正后的作者和机构名单:Shoba1 | T. Pandiyarajan2 | K. C. shashidhar3.1印度园艺科学大学食品加工工程系,DSLD厨师长。2泰米尔纳德邦农业大学食品加工工程系,哥印拜陀。3印度农业与园艺科学大学农业工程系,希瓦莫加,印度我们为这个错误道歉。
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引用次数: 0
Analysis of the Heat Transfer Properties of a Dispersion System With Rice Grain Particles 稻谷颗粒分散系统的传热特性分析
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-11-28 DOI: 10.1111/jfpe.70013
Tamaki Nagahama, Yoshiyuki Watanabe

We investigated steady heat transfer in rice grains at various temperatures to evaluate the heat transfer properties of food solid–liquid dispersions and their particle size dependence. The two dispersion systems, comprising homogeneously dispersed and heterogeneously precipitated solutions with various volumetric solid–liquid fractions and diameters of rice grain particles, were prepared using media with different specific gravities. The thermal conductivity of both dispersion solutions depended on the solid–liquid fraction and particle diameter, and the effective interfacial area between the dispersion phase and the medium was suggested to contribute to thermal conductivity. That is, reducing the effective interfacial area was indicated to make heat transfer in the dispersion solution more efficient. In addition, the thermal conductivity of the dispersion phase was estimated using a model equation, and it was suggested that the thermal conductivity at the temperature above the gelatinization temperature might reflect the effect of water sorption by rice grains and gelatinization. The experimental and analytical methods used in this study could potentially provide useful information for simulations of thermal manipulation in the manufacturing and processing not only of rice grains but also other granular foods, especially food materials containing a large quantity of starch, such as beans.

本文研究了不同温度下米粒的稳态传热,以评价食物固液分散体的传热特性及其与颗粒大小的关系。采用不同比重的介质制备了两种分散体系,分别由均匀分散和非均匀沉淀的不同体积固液分数和粒径的大米颗粒组成。两种分散溶液的导热系数取决于固液分数和颗粒直径,分散相与介质之间的有效界面面积对导热系数有影响。也就是说,减小有效界面面积可以使分散溶液中的传热更有效。此外,利用模型方程估计了分散相的导热系数,认为在糊化温度以上的温度下的导热系数可能反映了米粒吸水和糊化的影响。本研究中使用的实验和分析方法可能为模拟大米和其他颗粒食品的生产和加工中的热操作提供有用的信息,特别是含有大量淀粉的食品材料,如豆类。
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引用次数: 0
Integration of Fluorescence Spectroscopy Along with Mathematical Modeling for Rapid Prediction of Adulteration in Cooked Minced Beef Meat 结合荧光光谱和数学模型快速预测熟肉末中掺假
IF 2.7 3区 农林科学 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-11-27 DOI: 10.1111/jfpe.70003
Asima Saleem, Aysha Imtiaz, Sanabil Yaqoob, Muhammad Awais, Kanza Aziz Awan, Hiba Naveed, Ibrahim Khalifa, Fahad Al-Asmari, Jian-Ya Qian

This study explores the potential of fluorescence spectroscopy (FS), coupled with principal component analysis (PCA) and partial least square regression (PLSR), to detect meat adulteration rapidly and non-destructively in cooked minced beef. We aimed at evaluating FS as a simple and efficient tool for identifying cheaper meat species, that is chicken, used as adulterants in beef. Fluorescence spectra were collected at one fixed emission wavelength (410 nm) and three excitation wavelengths (290, 322, and 340 nm) from both pure and adulterated cooked meat samples. Adulteration levels ranging from 10% to 90% were assessed by mixing chicken meat with beef, followed by fluorescence analysis. The results indicated that the PCA model explained 100% of the variance, with 96% accounted for by the first principal component, showing clear discrimination between pure and adulterated samples. PLSR models demonstrated excellent predictive accuracy, with cross-validated coefficients of determination of 0.95, highlighting FS's capability in distinguishing between pure and adulterated meats even after cooking. The cross-validated grouping success rate was ~97%, reinforcing the reliability of the technique. This study represents the first investigation using FS to predict adulteration in cooked meat, providing a benchmark for future research. The findings suggest that FS, in combination with mathematical modeling, holds great promise as a rapid, cost-effective, and nondestructive method for detecting meat adulteration, with significant potential for practical application in food industry quality control.

本研究探讨了荧光光谱(FS)结合主成分分析(PCA)和偏最小二乘回归(PLSR)快速无损检测熟肉末中肉类掺假的潜力。我们的目的是评估FS作为一种简单而有效的工具,用于识别廉价肉类品种,即鸡肉,用于牛肉中的掺假。分别在一个固定发射波长(410 nm)和三个激发波长(290、322和340 nm)下采集了纯和掺假熟肉样品的荧光光谱。通过将鸡肉与牛肉混合,然后进行荧光分析,评估掺假水平为10%至90%。结果表明,PCA模型解释了100%的方差,其中第一主成分占96%,显示出纯净和掺假样品之间的明显区别。PLSR模型具有出色的预测准确性,交叉验证的决定系数为0.95,突出了FS在烹饪后区分纯肉和掺假肉的能力。交叉验证的分组成功率为97%,增强了技术的可靠性。这项研究是首次使用FS来预测熟肉中掺假的研究,为今后的研究提供了一个基准。研究结果表明,FS与数学建模相结合,作为一种快速、经济、无损的肉类掺假检测方法,具有很大的前景,在食品工业质量控制方面具有重大的实际应用潜力。
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引用次数: 0
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Journal of Food Process Engineering
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