Molasses

糖蜜
  • 文章类型: Journal Article
    商业培养基中的益生菌生产价格昂贵,所以,有必要根据农业工业副产品等“低成本”组件设计文化媒体。因此,这项研究旨在设计一种使用乳清的农业工业副产品为基础的培养基,甘蔗糖蜜,和棕榈仁饼作为生产乳酸乳球菌A12,大孢子虫M4和大孢子虫的成分。分离自尼罗罗非鱼(Oreochromisniloticus)相关肠道微生物群的M10。使用搅拌,在高乳清浓度和低浓度的甘蔗糖蜜和棕榈仁饼(PKC)下实现了更高的细菌浓度。最佳条件是乳清,3.84%w/v;甘蔗糖蜜,7.39%w/v;PKC,0.77%w/v;和搅拌速度,75RPM。将最佳条件下的细菌生长与商业脑-心脏输液(BHI)肉汤中的细菌生长进行比较。乳酸乳球菌A12在最佳培养基和BHI中显示相似的生长。根据成分价格估算的培养基成本为3.01美元/升,这比BHI肉汤(23.04美元/升)低86.93%。有可能设计一种低成本的基于农业工业副产品的培养基,以在单一栽培条件下生产乳酸乳球菌A12和两种Priestia物种。
    Probiotic production in commercial culture media is expensive, so, it is necessary to design culture media based on \"low-cost\" components like agro-industrial by-products. Therefore, this study aimed to design an agro-industrial by-product-based culture media using whey, sugarcane molasses, and palm kernel cake as components to produce Lactococcus lactis A12, Priestia megaterium M4, and Priestia sp. M10 isolated from Nile tilapia (Oreochromis niloticus) associated gut microbiota. Higher bacterial concentrations were achieved at high whey concentrations and low concentrations of sugarcane molasses and palm kernel cake (PKC) using agitation. The optimal conditions were whey, 3.84% w/v; sugarcane molasses, 7.39% w/v; PKC, 0.77% w/v; and agitation speed, 75 RPM. Bacterial growth under optimal conditions was compared to that in commercial Brain-Heart Infusion (BHI) broth. L. lactis A12 showed similar growth in the optimal media and BHI. The estimated cost of the culture media based on component prices was USD $ 3.01/L, which is 86.93% lower than BHI broth (USD $ 23.04/L). It was possible to design a \"low-cost agro-industrial by-product-based culture media to produce L. lactis A12 and the two Priestia species under monoculture conditions.
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  • 文章类型: Journal Article
    这项研究调查了厌氧消化器处理糖蜜废水的剩余厌氧颗粒污泥(AnGS)对下游好氧颗粒污泥(AGS)反应器中铵还原的影响。测试了两种条件:将原始(高AnGS浓度)和沉降(低AnGS浓度)厌氧消化的糖蜜废水进料到AGS反应器中。随着原废水的引入,与引入沉降废水的1%亚硝酸盐积累和8%TIN去除相比,观察到30%的亚硝酸盐积累增强和11%的总无机氮(TIN)去除提高。然而,AnGS对反应堆性能的其他方面产生了不利影响,增加流出物固体含量并将可溶性化学需氧量去除效率从低AnGS条件下的20%降低到高AnGS条件下的11%。尽管观察到AnGS在反应堆中的保留,未观察到对AGS微生物群落的显着生物增强作用。在两种条件下都一致观察到好氧颗粒污泥。研究表明,AnGS可能是颗粒形成的核心,有助于在受干扰的环境中保持颗粒的稳定性。这项研究提供了对AnGS对随后使用AGS的脱氮过程的影响的系统了解,协助高固相厌氧消化物处理决策。
    This study investigated the impact of residual anaerobic granular sludge (AnGS) from anaerobic digesters treating molasses wastewater on ammonium reduction in a downstream aerobic granular sludge (AGS) reactor. Two conditions were tested: raw (high AnGS concentration) and settled (low AnGS concentration) anaerobically digested molasses wastewaters were fed into the AGS reactor. With the introduction of raw wastewater, enhanced nitrite accumulation at 30 % and improved total inorganic nitrogen (TIN) removal at 11 % were observed compared to 1 % nitrite accumulation and 8 % TIN removal with the introduction of settled wastewater. However, AnGS adversely affected other aspects of reactor performance, increasing effluent solid content and decreasing soluble chemical oxygen demand removal efficiency from 20 % in the low AnGS condition to 11 % in the high AnGS condition. Despite the observed retention of AnGS in the reactor, no significant bioaugmentation effects on the microbial community of the AGS were observed. Aerobic granular sludge was consistently observed in both conditions. The study suggests that AnGS may act as a nucleus for granule formation, helping to maintain granule stability in a disturbed environment. This study offers a systematic understanding of the impact of AnGS on subsequent nitrogen removal process using AGS, aiding in the decision making in the treatment of high solid anaerobic digestate.
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  • 文章类型: Journal Article
    虾青素是一种具有较高经济和工业价值的红色叶黄素,营养食品,化妆品和食品工业。近年来,虾青素的生物技术生产作为主要的石化依赖化学合成的可持续替代方法引起了广泛关注。在这方面,树状叶黄素菌被认为是工业生产虾青素的有前途的微生物。不幸的是,类胡萝卜素的生物技术生产目前是昂贵的。本研究调查了大豆糖蜜(SM)和残留的酿酒酵母作为廉价的发酵原料,用于培养X。树枝状和虾青素的生产。使用各种技术从残留的酿酒酵母中获得酵母提取物,然后与SM组合以配制双组分生长培养基,随后用于培养X。树枝状。一般来说,从剩余的酿酒酵母中产生的酵母提取物支持X.树突状生长和虾青素的产生,其水平与商业酵母提取物相当。总的来说,与对照培养基(YPD)相比,在含有5%SM和0.2%酵母提取物的SM基培养基中培养X。与YPD相比,在基于SM的培养基中记录到类似的稍高的虾青素输出(高达14%以上)。本研究中的配方培养基提供了一个机会,可以降低X树状虾青素的生产成本,同时减少与处理用作原料的工业废物有关的环境影响。关键点:•廉价培养基由大豆糖蜜和酿酒师配制。废酵母•配制的培养基导致比对照多至少20%的生物量•在基于糖蜜的培养基中产生多高达14%的虾青素。
    Astaxanthin is a red xanthophyll with high economic and industrial value in the pharmaceutical, nutraceutical, cosmetic and food industries. In recent years, the biotechnological production of astaxanthin has attracted much attention as a sustainable alternative to the predominating petrochemical-dependent chemical synthesis. In this regard, Xanthophyllomyces dendrorhous is regarded as a promising microorganism for industrial production of astaxanthin. Unfortunately, biotechnological production of the carotenoid is currently expensive. The present study investigated soy molasses (SM) and residual brewers\' yeast as cheap fermentation feedstocks for the cultivation of X. dendrorhous and astaxanthin production. Yeast extract was obtained from residual brewers\' yeast using various techniques and then combined with SM to formulate a two-component growth medium which was subsequently used to cultivate X. dendrorhous. Generally, the yeast extract produced from residual brewers\' yeast supported X. dendrorhous growth and astaxanthin production at levels comparable to those seen with commercial yeast extract. Overall, cultivating X. dendrorhous in an SM-based medium containing 5% SM and 0.2% yeast extract obtained from residual brewers\' yeast resulted in significantly higher (> 20% more) biomass accumulation compared to the control media (YPD). A similar slightly higher astaxanthin output (up to 14% more) was recorded in the SM-based medium compared to YPD. The formulated cultivation medium in this study provides an opportunity to reduce the production cost of astaxanthin from X. dendrorhous while simultaneously reducing the environmental impact related to the disposal of the industrial waste used as feedstock. KEY POINTS: • Cheap culture media were formulated from soy molasses and brewers\' spent yeast • The formulated medium resulted in at least 20% more biomass than the control • Up to 14% more astaxanthin was produced in molasses-based medium.
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  • 文章类型: Journal Article
    大豆糖蜜(SBMO)是生产大豆浓缩蛋白的副产品,通过溶解在水和醇中获得。利用SBMO作为动物饲料成分显示出有希望的潜力,主要是由于其低成本和作为潜在的能源集中。这项研究旨在评估摄入量,消化率,瘤胃参数(pH和瘤胃氨-NH3),在雨季补充了SBMO作为玉米替代品的放牧肉牛的氮保留(NR)和微生物蛋白质合成。在5×5拉丁正方形设计中使用了五头Nellore(10个月大)公牛,平均初始重量为246±11.2kg。这些动物被安置在五个围场中,每个由0.34公顷的Marandu草(Urochloabrizantha)组成。配制了5种异氮蛋白质能量补充剂(300g粗蛋白[CP]/kg补充剂),SBMO以不同的水平(0、0.25、0.50、0.75或1.00g-1g)替代玉米。每天以2.0kg-1动物的量提供补充剂。在任何水平的玉米替代中加入SBMO都不会显着影响牧场干物质或总干物质的摄入量(P>0.10)。同样,CP的摄入量,因此,瘤胃NH3浓度在SBMO水平之间没有差异。增加纳入SBMO对NR没有显著影响(P>0.10),这表明接受含有100%SBMO作为玉米替代品的补充剂的动物的行为可能与接受含有100%玉米(0%SBMO)补充剂的动物相似。大豆糖蜜是雨季放牧肉牛的可行替代能源,可以完全替代玉米,而不会对动物的营养性能产生不利影响。
    Soybean molasses (SBMO) is a byproduct derived from the production of soy protein concentrate, obtained through solubilization in water and alcohol. The utilization of SBMO as an animal feed ingredient shows promising potential, primarily due to its low cost and as a potential energy concentrate. This study aimed to assess the intake, digestibility, ruminal parameters (pH and ruminal ammonia - NH3), nitrogen retention (NR) and microbial protein synthesis in grazing beef cattle supplemented with SBMO as a substitute for corn during the rainy season. Five Nellore (10-month-old) bulls with an average initial weight of 246 ± 11.2 kg were utilized in a 5 × 5 Latin square design. The animals were housed in five paddocks, each consisting of 0.34 ha of Marandu grass (Urochloa brizantha). Five isonitrogenous protein-energy supplements (300 g crude protein [CP]/kg supplement) were formulated, with SBMO replacing corn at varying levels (0, 0.25, 0.50, 0.75, or 1.00 g-1 g). The supplements were provided daily at a quantity of 2.0 kg-1 animal. The inclusion of SBMO at any level of corn substitution did not significantly affect the intake of pasture dry matter or total dry matter (P > 0.10). Likewise, the intake of CP and, consequently, the ruminal concentration of NH3 did not differ among the SBMO levels. Increasing the inclusion of SBMO did not have a significant impact on NR (P > 0.10), indicating that animals receiving supplements containing 100% SBMO as a substitute for corn may perform similarly to animals receiving supplements with 100% corn (0% SBMO). Soybean molasses represents a viable alternative energy source for grazing beef cattle during the rainy season and can entirely replace corn without adversely affecting animal nutritional performance.
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  • 文章类型: Journal Article
    最近,对来自农业工业残留物的新产品的需求有所增加。此外,vinasse,乙醇生产的废水,需要在甘蔗工业中重复使用的处理,减少工业用水量。这项研究用木炭从工业甘蔗残留物中进行酒糟过滤,并在乙醇发酵中使用过滤的糖蜜稀释。在随机区组中有五次治疗,重复三次。处理包括去离子水和天然酒糟作为阳性和阴性对照。分别,用竹子做的木炭过滤酒糟,甘蔗渣,和稻草。因此,进行发酵生产乙醇。与天然酒糟相比,过滤酒糟与所有类型的木炭显示较低的可溶性固体,总残留还原糖,更高的乙醇浓度,和更高的发酵效率。从甘蔗渣和秸秆木炭中过滤的酒糟的效率分别为81.14%和77.98%,分别,在乙醇生产方面,与去离子水(81.49%)接近。在一个假想的行业中,酒糟木炭过滤和木炭再生应防止84.12%的水消耗来自环境资源。该方法是可行的,因为它使用甘蔗渣的产物来处理废水并减少工业用水消耗和酒糟处理。
    The demand for new products derived from agro-industrial residues has increased recently. Furthermore, vinasse, a wastewater from ethanol production, needs treatment to be reused in the sugarcane industry, reducing industrial water consumption. This study performed vinasse filtration with charcoal from industrial sugarcane residues and used filtered molasses dilution in ethanolic fermentation. There were five treatments in randomized blocks with three repetitions. The treatments included deionized water and natural vinasse as positive and negative controls, respectively, and filtered vinasse from charcoal made from bamboo, sugarcane bagasse, and straw. Hence, fermentation for ethanol production was performed. Compared with natural vinasse, filtered vinasse with all types of charcoal showed lower soluble solids, total residual reducing sugars, higher ethanol concentrations, and greater fermentative efficiency. Filtered vinasse from bagasse and straw charcoals had efficiencies of 81.14% and 77.98%, respectively, in terms of ethanol production, which are close to those of deionized water (81.49%). In a hypothetical industry, vinasse charcoal filtration and charcoal regeneration should prevent 84.12% of water consumption from environmental resources. This process is feasible because it uses a product of sugarcane residue to treat wastewater and reduce industrial water consumption and vinasse disposal.
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  • 文章类型: Journal Article
    背景:用可持续的方法取代石化产品的重要一步,具有成本效益的替代品是使用除了,例如,纯葡萄糖在平台化学品的发酵生产中。乌草科提供了广泛的底物谱的优点,并在氮限制下自然产生多种增值化合物。一个有希望的候选者是二羧酸苹果酸,可以用作食品工业中的酸化剂,药物中的螯合剂,或在生物基聚合物生产中。然而,来自食品和农业产业的可发酵残渣流,氮含量高,例如,甜菜糖蜜,不适合乌草科的加工,因为它们由于高生物量和低产物形成而导致低产物产率。
    结果:这项研究揭示了在评估微生物生产过程中复杂原料适用性方面的挑战,强调次要底物限制的作用,内部储存分子,和这些底物的不完全同化。以糖蜜上Ustilagotrichophora生产苹果酸为应用实例,开发了一种可在线监测微生物呼吸的微公升筛选方法。氮的调查,磷酸盐,硫酸盐,在确定的基本培养基上的镁限制表明,在氮和磷酸盐限制下成功生产苹果酸。此外,在相应的次要底物限制下,揭示了毛虫的元素组成中氮和磷酸盐的减少。这些适应性变化与复杂的代谢反应相结合,阻碍了产物形成的数学预测,并使提出的复杂原料的筛选方法势在必行。下一步,将筛选转移到基于糖蜜的复合培养基中.确定该生物仅吸收了糖蜜中25%和50%的元素氮和磷,分别。由于糖蜜中生物可利用磷的含量总体较低,最新的氮限制被证明可以使苹果酸的产量增加65%。
    结论:将磷酸盐确定为提高苹果酸生产的优异的次要底物限制,为有效利用糖蜜作为更可持续和更具成本效益的底物开辟了新的机会,例如,用于生物基平台化学品生产的纯葡萄糖。
    BACKGROUND: An important step in replacing petrochemical products with sustainable, cost-effective alternatives is the use of feedstocks other than, e.g., pure glucose in the fermentative production of platform chemicals. Ustilaginaceae offer the advantages of a wide substrate spectrum and naturally produce a versatile range of value-added compounds under nitrogen limitation. A promising candidate is the dicarboxylic acid malic acid, which may be applied as an acidulant in the food industry, a chelating agent in pharmaceuticals, or in biobased polymer production. However, fermentable residue streams from the food and agricultural industry with high nitrogen content, e.g., sugar beet molasses, are unsuited for processes with Ustilaginaceae, as they result in low product yields due to high biomass and low product formation.
    RESULTS: This study uncovers challenges in evaluating complex feedstock applicability for microbial production processes, highlighting the role of secondary substrate limitations, internal storage molecules, and incomplete assimilation of these substrates. A microliter-scale screening method with online monitoring of microbial respiration was developed using malic acid production with Ustilago trichophora on molasses as an application example. Investigation into nitrogen, phosphate, sulphate, and magnesium limitations on a defined minimal medium demonstrated successful malic acid production under nitrogen and phosphate limitation. Furthermore, a reduction of nitrogen and phosphate in the elemental composition of U. trichophora was revealed under the respective secondary substrate limitation. These adaptive changes in combination with the intricate metabolic response hinder mathematical prediction of product formation and make the presented screening methodology for complex feedstocks imperative. In the next step, the screening was transferred to a molasses-based complex medium. It was determined that the organism assimilated only 25% and 50% of the elemental nitrogen and phosphorus present in molasses, respectively. Due to the overall low content of bioavailable phosphorus in molasses, the replacement of the state-of-the-art nitrogen limitation was shown to increase malic acid production by 65%.
    CONCLUSIONS: The identification of phosphate as a superior secondary substrate limitation for enhanced malic acid production opens up new opportunities for the effective utilization of molasses as a more sustainable and cost-effective substrate than, e.g., pure glucose for biobased platform chemical production.
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  • 文章类型: Journal Article
    这项研究解决了高氨的处理,低生物降解化学需氧量(bCOD)厌氧消化糖蜜废水,利用好氧颗粒污泥(AGS)反应器。无论补充bCOD如何,AGS均可实现99%的氨去除率。通过添加低氨(<60mg/L),高bCOD原糖蜜废水(厌氧消化前)作为碳源,强化脱氮,从10%增加到97%,并观察到通过生物诱导的方解石沉淀改善了污泥的沉降性。功能基因预测提示了两种潜在的反硝化途径,包括Paracocus和Thauera的异养反硝化,和自养反硝化,特别是硫杆菌的硫化物氧化自养反硝化。通过添加高bCOD原糖蜜废水,观察到参与异养反硝化的微生物的相对丰度增加。因此,将原料糖蜜废水纳入AGS提出了实现混合营养反硝化的可持续方法,处理厌氧消化糖蜜废水时,保持颗粒污泥稳定,确保处理性能稳定。
    This study addressed the treatment of high ammonia, low biodegradable chemical oxygen demand (bCOD) anaerobically digested molasses wastewater, utilizing an aerobic granular sludge (AGS) reactor. The AGS achieved 99 % ammonia removal regardless of the bCOD supplementation. By adding low ammonia (<60 mg/L), high bCOD raw molasses wastewater (before anaerobic digestion) as a carbon source, enhanced nitrogen removal, increasing from 10 % to 97 %, and improved sludge settleability via bio-induced calcite precipitation were observed. Functional genes prediction suggested two potential denitrification pathways, including heterotrophic denitrification by Paracoccus and Thauera, and autotrophic denitrification, specifically sulfide-oxidizing autotrophic denitrification by Thiobacillus. An increase in the relative abundance of microorganisms involved in heterotrophic denitrification was observed with the addition of high bCOD raw molasses wastewater. Consequently, incorporating raw molasses wastewater into the AGS presents a sustainable approach to achieve mixotrophic denitrification, maintain stable granular sludge and ensure stable treatment performance when treating anaerobically digested molasses wastewater.
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  • 文章类型: Journal Article
    在本研究中,没有野生大蒜的拼写饼干的营养和感官特性,饼干和新鲜的野蒜,甜饼和甜菜糖蜜中的脱水野蒜,和曲奇饼与脱水野蒜在蔗糖和盐的水溶液中进行评价和比较。测试的曲奇样品以总抗氧化活性为特征,酚的总含量,黄酮类化合物,和硫代硫酸盐,优势酚的存在,甜菜碱和膳食纤维的含量,体外消化后的抗氧化活性,和外观的感官属性,味道,气味,和纹理。结果证明,在糖蜜中渗透脱水的野生大蒜叶的添加使饼干具有最佳的营养和生物活性:总酚含量高1.75倍,总黄酮含量高2.4倍,1.52倍以上总的硫代硫酸盐含量,甜菜碱含量高1.56倍,与对照饼干相比,总质量提高了54%。糖蜜中富含渗透脱水野蒜的饼干被评为令人愉快和可接受的,但与其他cookie相比也更复杂。这种营养和感官改善的饼干的生产将有助于扩大面粉糖果产品的种类,特别是对于关心健康和营养的消费者。
    In the present study, the nutritional and sensory properties of spelt cookies without wild garlic, cookies with fresh wild garlic, cookies with osmodehydrated wild garlic in sugar beet molasses, and cookies with osmodehydrated wild garlic in an aqueous solution of sucrose and salt were evaluated and compared. The tested cookie samples were characterized in terms of total antioxidative activity, the total content of phenols, flavonoids, and thiosulfates, the presence of dominant phenols, the content of betaine and dietary fiber, antioxidant activity after in vitro digestion, and sensory attributes for appearance, taste, smell, and texture. The results proved that the addition of wild garlic leaves osmodehydrated in molasses provided the cookies with the best nutritional and bioactive properties: 1.75 times higher total phenols content, 2.4 times higher total flavonoids content, 1.52 times higher total thiosulfates content, and 1.56 times higher betaine content, and a total quality increase of 54% compared to the control cookies. The cookies enriched with osmodehydrated wild garlic in molasses were rated as pleasant and acceptable, but also more complex compared to other cookies. The production of this nutritionally and sensory-improved cookie would contribute to expanding the assortment of flour confectionery products, especially for consumers who care about health and nutrition.
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  • 文章类型: Journal Article
    聚(3-羟基丁酸酯)(PHB)的广泛采用由于其与常规塑料相比更高的生产成本而面临挑战。为了克服这个障碍,这项研究调查了低成本原材料的使用和优化的生产方法。具体来说,通过固态发酵,利用玉米胚芽和玉米麸皮等食品加工副产品作为固体基质,富含糖蜜和奶酪乳清。一次采用一个因素的技术,我们检查了底物组成的影响,温度,初始基质水分,以烧瓶规模生产PHB的糖蜜和奶酪乳清。随后,在生物反应器规模进行实验,以评估曝气的影响。在烧瓶规模的实验中,最高的PHB产量,72小时后达到4.1(g/kg初始干重底物)(IDWS),使用包含1:1质量比的补充有20%(v/w)奶酪乳清的玉米胚芽与玉米麸皮的底物来实现。此外,在0.5升填充床生物反应器中的PHB产量最大为8.4(g/kgIDWS),表明72小时后产量增加超过100%,在曝气率为0.5l/(kgIDWS。h).
    The widespread adoption of Poly(3-hydroxybutyrate) (PHB) encounters challenges due to its higher production costs compared to conventional plastics. To overcome this obstacle, this study investigates the use of low-cost raw materials and optimized production methods. Specifically, food processing byproducts such as corn germ and corn bran were utilized as solid substrates through solid-state fermentation, enriched with molasses and cheese whey. Employing the One Factor at a Time technique, we examined the effects of substrate composition, temperature, initial substrate moisture, molasses, and cheese whey on PHB production at the flask scale. Subsequently, experiments were conducted at the bioreactor scale to evaluate the influence of aeration. In flask-scale experiments, the highest PHB yield, reaching 4.1 (g/kg Initial Dry Weight Substrate) (IDWS) after 72 hours, was achieved using a substrate comprising a 1:1 mass ratio of corn germ to corn bran supplemented with 20 % (v/w) cheese whey. Furthermore, PHB production in a 0.5-L packed-bed bioreactor yielded a maximum of 8.4 (g/kg IDWS), indicating a more than 100 % increase in yield after 72 hours, with optimal results achieved at an aeration rate of 0.5 l/(kg IDWS. h).
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  • 文章类型: Journal Article
    石榴糖蜜由浓缩石榴汁制成,不加任何东西。由于其营养价值,限制生产,生产成本高,本产品可能掺有椰枣糖浆。这项研究旨在区分各种类型的石榴糖蜜,并研究使用高光谱成像(HSI)技术与物理化学测量分析相比,对石榴糖蜜样品进行非真实性检测的可能性。物理化学性质(白利糖度指数,蔗糖,酸度,灰分含量,pH值,和福尔马林指数)的24个样品作为参考分析方法进行测量,结果表明,福尔马林指数是石榴糖蜜真伪评价的良好因子。此外,使用HSI系统(400-1000nm)作为非破坏性和快速筛选方法来捕获样品的光谱数据。基于获得的Davies-Bouldin指数,应用进化波长选择算法选择样本聚类中的有效波长。接下来,当使用选定的波长和样品的整个光谱时,主成分分析用于直观地解释样品的光谱数据。最后,开发了一种由人工蜂群作为无监督方法的自动聚类算法,用于对真实和非真实样本进行聚类。该方法不需要描述性标记的样品,并且获得的样品的非真实性程度令人满意。这项研究表明,开发的HSI技术与自动聚类算法相结合,可以从5%掺假的水平检测石榴样品中的日期糖浆不真实性。
    Pomegranate molasses is made from concentrated pomegranate juice with nothing added. Due to its nutritional value, limitation in production, and high production cost, this product may be adulterated by date syrup. This study was done to differentiate various types of pomegranate molasses and investigate the possibility of nonauthenticity detection in pomegranate molasses samples using the hyperspectral imaging (HSI) technique compared with physicochemical measurement analysis. The physicochemical properties (brix index, sucrose, acidity, ash content, pH, and formalin index) of 24 samples were measured as the reference analysis method, and it was found that the formalin index was a good factor for pomegranate molasses authenticity evaluation. Additionally, an HSI system (400-1000 nm) was used as a nondestructive and rapid screening method to capture spectral data of the samples. The evolutionary wavelength selection algorithm was applied to select effective wavelengths in sample clustering based on the obtained Davies-Bouldin index. Next, principal component analysis was used to visually interpret the spectral data of the sample when using the selected wavelengths and the whole spectra of the samples. Finally, an automatic clustering algorithm by the artificial bee colony as an unsupervised method was developed for the clustering of the authentic and nonauthentic samples. The method did not need descriptively labeled samples and obtained agreed satisfactorily with the degree of nonauthenticity in the samples. This study showed that the developed HSI technique coupled with an automatic clustering algorithm could detect date syrup nonauthenticity in pomegranate samples from the level of 5% adulteration.
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