首页 > 最新文献

Drying Technology最新文献

英文 中文
Thermodynamic and exergoeconomic analyses of two-stage spray drying plant for skim milk powder production 脱脂奶粉两级喷雾干燥装置的热力学和运行经济分析
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-06-08 DOI: 10.1080/07373937.2023.2219736
A. Juneja, P. Barnwal, A. K. Sharma, Banashree Naskar, Amit Kumar
Abstract Spray drying of milk is a highly energy intensive process. In this study, thermodynamic and exergoeconomic analyses of two-stage spray drying plant have been executed. This plant was analyzed on the basis of various parameters such as energy efficiency, exergy efficiency, energy improvement potential, exergy improvement potential, etc. The energy and exergy efficiency of the plant were 72.90 and 35.15%, respectively. The maximum energy improvement potential was for drying whereas maximum exergy improvement potential was for homogenizer. It indicates huge scope in the technical improvement for drying chamber and homogenizer of the plant. The highest cost of processing was for cyclone separator (percentage relative cost difference: 44%) followed by drying chamber (percentage relative cost difference: 40.71%). Highest energy destroyed was calculated for drying chamber (195.83 kJ/kg) followed by VFBD (87.62 kJ/kg). Lowest energy efficiency was calculated for VFBD (34.64%) followed by drying chamber (50.04%). Highest energy improvement potential was estimated for drying chamber (97.86 kJ/kg). Highest relative energy destruction ratio was calculated for drying chamber (52.04%) followed by VFBD (23.30%). Highest energetic factor was calculated for drying chamber (28.22%) followed by homogenizer (16.71%). Based on these analyses, it was realized that performance of the spray drying plant may be substantially improved by some design improvement of drying chamber and homogenizer only.
牛奶喷雾干燥是一个高能耗的过程。本文对两段喷雾干燥装置进行了热力学和功耗经济分析。对该装置进行了能源效率、火用效率、能源改善潜力、火用改善潜力等参数分析。该装置的能量和火用效率分别为72.90%和35.15%。能量改进潜力最大的是干燥机,而能量改进潜力最大的是均质机。说明该厂干燥室和均质机的技术改进空间巨大。处理成本最高的是旋风分离器(相对成本差百分比为44%),其次是干燥室(相对成本差百分比为40.71%)。干燥室的能量破坏最高(195.83 kJ/kg),其次是VFBD (87.62 kJ/kg)。VFBD的能量效率最低(34.64%),其次是干燥室(50.04%)。估计干燥室的能量改善潜力最高(97.86 kJ/kg)。干燥室的相对能量破坏比最高(52.04%),其次是VFBD(23.30%)。干燥室的能量因子最高(28.22%),其次是均质器(16.71%)。在此基础上,认识到只要对干燥室和均质机进行设计改进,就可以大大提高喷雾干燥装置的性能。
{"title":"Thermodynamic and exergoeconomic analyses of two-stage spray drying plant for skim milk powder production","authors":"A. Juneja, P. Barnwal, A. K. Sharma, Banashree Naskar, Amit Kumar","doi":"10.1080/07373937.2023.2219736","DOIUrl":"https://doi.org/10.1080/07373937.2023.2219736","url":null,"abstract":"Abstract Spray drying of milk is a highly energy intensive process. In this study, thermodynamic and exergoeconomic analyses of two-stage spray drying plant have been executed. This plant was analyzed on the basis of various parameters such as energy efficiency, exergy efficiency, energy improvement potential, exergy improvement potential, etc. The energy and exergy efficiency of the plant were 72.90 and 35.15%, respectively. The maximum energy improvement potential was for drying whereas maximum exergy improvement potential was for homogenizer. It indicates huge scope in the technical improvement for drying chamber and homogenizer of the plant. The highest cost of processing was for cyclone separator (percentage relative cost difference: 44%) followed by drying chamber (percentage relative cost difference: 40.71%). Highest energy destroyed was calculated for drying chamber (195.83 kJ/kg) followed by VFBD (87.62 kJ/kg). Lowest energy efficiency was calculated for VFBD (34.64%) followed by drying chamber (50.04%). Highest energy improvement potential was estimated for drying chamber (97.86 kJ/kg). Highest relative energy destruction ratio was calculated for drying chamber (52.04%) followed by VFBD (23.30%). Highest energetic factor was calculated for drying chamber (28.22%) followed by homogenizer (16.71%). Based on these analyses, it was realized that performance of the spray drying plant may be substantially improved by some design improvement of drying chamber and homogenizer only.","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"2105 - 2118"},"PeriodicalIF":3.3,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46221836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel hydroxyectoines based formulations are suitable for preserving viability of Limosilactobacillus fermentum, Levilactobacillus brevis SP-48 and Bifidobacterium lactis HN019 during freeze-drying and storage, and in simulated gastrointestinal fluids 基于羟基外托因的新型制剂适用于保存发酵乳酸杆菌、短乳酸杆菌SP-48和乳酸双歧杆菌HN019在冷冻干燥和储存期间以及在模拟胃肠道液体中的活力
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-06-01 DOI: 10.1080/07373937.2023.2217242
Azza Dabous, S. D’ambrosio, D. Cimini, C. Schiraldi
Abstract This study aimed at evaluating the influence of compatible solutes such as ectoine and hydroxyectoine (HOE), on bacterial cell viability during freeze-drying and storage (at 4 °C and 25 °C), in comparison to the well-established use of trehalose. Three strains, namely Limosilactobacillus fermentum, Levilactobacillus brevis SP-48, and Bifidobacterium lactis HN019 were used as models demonstrating that the highest survival rate during freeze drying was observed for cells protected with HOE. Although trehalose was more effective during lyophilization, interestingly the combination of trehalose and HOE most efficiently preserved long-term cell viability (viability loss < 0.5 log units after 6 months of storage). Finally, the ability of HOE to contribute to strain resistance in simulated gastrointestinal juices was evaluated and the latter protected all the strains tested more efficiently than all the other solutes, in particular the viability was improved from 58%, 87.5%, and 94% when cells were dried with saline solution to 88%, 98.3%, and 98% when lyophilized with HOE for L. fermentum, L. brevis, and B. lactis, respectively. In conclusion, the addition of HOE to trehalose improves the stability of probiotics during storage and enhances the survivability in simulated gastrointestinal tract conditions.
摘要本研究旨在评估相容性溶质如外泌碱和羟基外泌碱(HOE)在冷冻干燥和储存过程中对细菌细胞活力的影响(在4 °C和25 °C),与海藻糖的公认用途相比。使用三种菌株,即发酵乳杆菌、短乳双歧杆菌SP-48和乳双歧杆菌HN019作为模型,表明用HOE保护的细胞在冷冻干燥期间观察到最高的存活率。尽管海藻糖在冷冻干燥过程中更有效,但有趣的是,海藻糖和HOE的组合最有效地保持了长期细胞活力(6 储存数月)。最后,评估了HOE在模拟胃肠液中促进菌株抗性的能力,后者比所有其他溶质更有效地保护了所有测试的菌株,特别是当用盐水溶液干燥细胞时,存活率从58%、87.5%和94%提高到当用HOE冻干发酵乳杆菌、短乳乳杆菌时的88%、98.3%和98%,和乳酸双歧杆菌。总之,在海藻糖中添加HOE可以提高益生菌在储存过程中的稳定性,并提高其在模拟胃肠道条件下的生存能力。
{"title":"Novel hydroxyectoines based formulations are suitable for preserving viability of Limosilactobacillus fermentum, Levilactobacillus brevis SP-48 and Bifidobacterium lactis HN019 during freeze-drying and storage, and in simulated gastrointestinal fluids","authors":"Azza Dabous, S. D’ambrosio, D. Cimini, C. Schiraldi","doi":"10.1080/07373937.2023.2217242","DOIUrl":"https://doi.org/10.1080/07373937.2023.2217242","url":null,"abstract":"Abstract This study aimed at evaluating the influence of compatible solutes such as ectoine and hydroxyectoine (HOE), on bacterial cell viability during freeze-drying and storage (at 4 °C and 25 °C), in comparison to the well-established use of trehalose. Three strains, namely Limosilactobacillus fermentum, Levilactobacillus brevis SP-48, and Bifidobacterium lactis HN019 were used as models demonstrating that the highest survival rate during freeze drying was observed for cells protected with HOE. Although trehalose was more effective during lyophilization, interestingly the combination of trehalose and HOE most efficiently preserved long-term cell viability (viability loss < 0.5 log units after 6 months of storage). Finally, the ability of HOE to contribute to strain resistance in simulated gastrointestinal juices was evaluated and the latter protected all the strains tested more efficiently than all the other solutes, in particular the viability was improved from 58%, 87.5%, and 94% when cells were dried with saline solution to 88%, 98.3%, and 98% when lyophilized with HOE for L. fermentum, L. brevis, and B. lactis, respectively. In conclusion, the addition of HOE to trehalose improves the stability of probiotics during storage and enhances the survivability in simulated gastrointestinal tract conditions.","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"2062 - 2073"},"PeriodicalIF":3.3,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47965776","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Acceleration of sludge drying using resin emulsions and estimation of drying acceleration mechanism 树脂乳液加速污泥干燥及其加速机理的估算
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-31 DOI: 10.1080/07373937.2023.2212053
Nobusuke Kobayashi, Takumi Ito, H. Ooki, Y. Itaya
{"title":"Acceleration of sludge drying using resin emulsions and estimation of drying acceleration mechanism","authors":"Nobusuke Kobayashi, Takumi Ito, H. Ooki, Y. Itaya","doi":"10.1080/07373937.2023.2212053","DOIUrl":"https://doi.org/10.1080/07373937.2023.2212053","url":null,"abstract":"","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2023-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47263352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fluidized bed drying of dairy gel granules supported by in-line monitoring of the water content 流化床干燥的乳凝胶颗粒支持在线监测含水量
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-26 DOI: 10.1080/07373937.2023.2216774
J. Frank, Marcus Schlitter, J. Hinrichs, R. Kohlus
{"title":"Fluidized bed drying of dairy gel granules supported by in-line monitoring of the water content","authors":"J. Frank, Marcus Schlitter, J. Hinrichs, R. Kohlus","doi":"10.1080/07373937.2023.2216774","DOIUrl":"https://doi.org/10.1080/07373937.2023.2216774","url":null,"abstract":"","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46615180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Simulation study on coupled heat and moisture transfer in grain drying process based on discrete element and finite element method 基于离散元和有限元的粮食干燥过程热湿耦合传热模拟研究
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-25 DOI: 10.1080/07373937.2023.2213767
X. Li, Kaimin Yang, Yuancheng Wang, Xinming Du
Abstract In present article, the soybean packed bed was generated based on the Discrete Element Method, and the distribution of radial porosity and airflow path of the packed bed were analyzed. The porosity distribution of the packed bed is not uniform, and it is larger near the wall. However, it is lower near the central axis, resulting in a larger airflow tortuosity in this area. Based on the thermal non-equilibrium principle, the double-diffusion heat and moisture transfer model of grain pile was developed. The double-diffusion model was verified and validated using experimental data from the relative literature on soybean thin-layer drying, and the mean relative deviation was 1.74–4.47% between the simulated and the experimental results. The model was applied to the drying process of soybean packed bed, and the influence of drying air temperature and inlet air velocity on drying was analyzed. It was shown that the moisture transfer rate of soybean is mainly affected by the drying air temperature and the moisture content of soybean. At constant air temperature of 35 °C, 45 °C, 55 °C, and 65 °C, and drying air relative humidity of 17%, 21%, 25%, and 30%, respectively, the drying rates were 0.086, 0.089, 0.093, and 0.098%(d.b.)/min, respectively (within the first 10 min). The drying with the stepwise temperature makes the drying rate curve abnormal. Compared with the constant temperature drying at 45 °C, when the drying air temperature changes from the initial value of 55 °C and 35 °C to the end value of 40 °C and 65 °C, respectively. It was observed that drying the packed bed moisture content to 14.5%(d.b.) saves time as much as 80, 110, and 130 min.
摘要基于离散元法生成了大豆填充床,分析了填充床的径向孔隙率分布和气流路径。充填床的孔隙率分布不均匀,靠近壁面的孔隙率较大。然而,在中轴附近,它较低,导致该区域的气流扭曲较大。基于热非平衡原理,建立了粮食堆的双扩散传热模型。利用大豆薄层干燥相关文献的实验数据对双扩散模型进行了验证,模拟结果与实验结果的平均相对偏差为1.74 ~ 4.47%。将该模型应用于大豆填料床的干燥过程,分析了干燥空气温度和进风速度对干燥过程的影响。结果表明,干燥空气温度和大豆水分含量对大豆水分传递速率的影响较大。在恒定空气温度为35℃、45℃、55℃和65℃,干燥空气相对湿度分别为17%、21%、25%和30%时,前10 min内的干燥速率分别为0.086、0.089、0.093和0.098%(d.b.s)/min。温度分级干燥会使干燥速率曲线异常。与45℃恒温干燥相比,当干燥空气温度分别从初始值55℃和35℃变化到终值40℃和65℃时,结果表明,将填料床含水率干燥至14.5%(d.b.)可节省80min、110 min和130 min的时间。
{"title":"Simulation study on coupled heat and moisture transfer in grain drying process based on discrete element and finite element method","authors":"X. Li, Kaimin Yang, Yuancheng Wang, Xinming Du","doi":"10.1080/07373937.2023.2213767","DOIUrl":"https://doi.org/10.1080/07373937.2023.2213767","url":null,"abstract":"Abstract In present article, the soybean packed bed was generated based on the Discrete Element Method, and the distribution of radial porosity and airflow path of the packed bed were analyzed. The porosity distribution of the packed bed is not uniform, and it is larger near the wall. However, it is lower near the central axis, resulting in a larger airflow tortuosity in this area. Based on the thermal non-equilibrium principle, the double-diffusion heat and moisture transfer model of grain pile was developed. The double-diffusion model was verified and validated using experimental data from the relative literature on soybean thin-layer drying, and the mean relative deviation was 1.74–4.47% between the simulated and the experimental results. The model was applied to the drying process of soybean packed bed, and the influence of drying air temperature and inlet air velocity on drying was analyzed. It was shown that the moisture transfer rate of soybean is mainly affected by the drying air temperature and the moisture content of soybean. At constant air temperature of 35 °C, 45 °C, 55 °C, and 65 °C, and drying air relative humidity of 17%, 21%, 25%, and 30%, respectively, the drying rates were 0.086, 0.089, 0.093, and 0.098%(d.b.)/min, respectively (within the first 10 min). The drying with the stepwise temperature makes the drying rate curve abnormal. Compared with the constant temperature drying at 45 °C, when the drying air temperature changes from the initial value of 55 °C and 35 °C to the end value of 40 °C and 65 °C, respectively. It was observed that drying the packed bed moisture content to 14.5%(d.b.) saves time as much as 80, 110, and 130 min.","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"2027 - 2041"},"PeriodicalIF":3.3,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42150030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Experimental investigation on volumetric heat transfer coefficient during intermittent spray drying of mannitol solution 甘露醇溶液间歇喷雾干燥过程中体积传热系数的实验研究
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-24 DOI: 10.1080/07373937.2023.2213317
Rajasekar Krishnamoorthy, Raja Balakrishnan
Abstract The paper presents a detailed experimental investigation on volumetric heat transfer during intermittent spray drying of a 20% w/w of mannitol solution in a custom-made spray dryer. Unlike the conventional intermittent drying process, which achieves intermittency by pulsating the properties of the carrier gas medium, the present works achieve intermittency by pulsating the nozzle spray. The estimated volumetric heat transfer coefficient varies between 0.8 and 2 kW/m3K, and the volumetric mass transfer coefficient is between 0.6 and 2.5 s−1. The correlation for heat and mass transfer coefficients is evolved that relates the heat and mass transfer coefficient with the flow properties and thermophysical properties of both the carrier gas and the precursor fluid in terms of Ohnesorge number and Nusselt number. The investigation uses response surface analysis to analyze the effect of Reynolds number of air and Ohnesorge number of precursors on the volumetric heat transfer coefficient. The results show that a decrease in Reynolds number for a wide range and Ohnesorge number causes the volumetric heat transfer coefficient to increase.
摘要:本文对定制的喷雾干燥机中20% w/w甘露醇溶液间歇喷雾干燥时的体积传热进行了详细的实验研究。与传统的间歇干燥过程通过脉动载气介质的特性来实现间歇不同,本工程通过脉动喷嘴喷雾来实现间歇。估计的体积传热系数在0.8 ~ 2kw /m3K之间,体积传质系数在0.6 ~ 2.5 s−1之间。推导出传热传质系数的关系式,将传热传质系数与载气和前驱流体的流动性质和热物理性质以奥内佐格数和努塞尔数表示。采用响应面分析的方法,分析了空气雷诺数和前驱体的奥内格数对体积换热系数的影响。结果表明,在较宽范围内减小雷诺数和减小奥内格数会导致体积换热系数增大。
{"title":"Experimental investigation on volumetric heat transfer coefficient during intermittent spray drying of mannitol solution","authors":"Rajasekar Krishnamoorthy, Raja Balakrishnan","doi":"10.1080/07373937.2023.2213317","DOIUrl":"https://doi.org/10.1080/07373937.2023.2213317","url":null,"abstract":"Abstract The paper presents a detailed experimental investigation on volumetric heat transfer during intermittent spray drying of a 20% w/w of mannitol solution in a custom-made spray dryer. Unlike the conventional intermittent drying process, which achieves intermittency by pulsating the properties of the carrier gas medium, the present works achieve intermittency by pulsating the nozzle spray. The estimated volumetric heat transfer coefficient varies between 0.8 and 2 kW/m3K, and the volumetric mass transfer coefficient is between 0.6 and 2.5 s−1. The correlation for heat and mass transfer coefficients is evolved that relates the heat and mass transfer coefficient with the flow properties and thermophysical properties of both the carrier gas and the precursor fluid in terms of Ohnesorge number and Nusselt number. The investigation uses response surface analysis to analyze the effect of Reynolds number of air and Ohnesorge number of precursors on the volumetric heat transfer coefficient. The results show that a decrease in Reynolds number for a wide range and Ohnesorge number causes the volumetric heat transfer coefficient to increase.","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"2012 - 2026"},"PeriodicalIF":3.3,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43522014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study and optimization of formulation parameters during freeze–drying cycles of model probiotic: Morphology characterization of lyophilisates by scanning electron microscopy 模型益生菌冷冻干燥过程中配方参数的研究和优化:扫描电子显微镜对冻干物的形态表征
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-21 DOI: 10.1080/07373937.2023.2213314
P. Verlhac, S. Vessot, G. Degobert, G. Agusti, C. Cogné, J. Andrieu, L. Beney, P. Gervais, S. Moundanga
{"title":"Study and optimization of formulation parameters during freeze–drying cycles of model probiotic: Morphology characterization of lyophilisates by scanning electron microscopy","authors":"P. Verlhac, S. Vessot, G. Degobert, G. Agusti, C. Cogné, J. Andrieu, L. Beney, P. Gervais, S. Moundanga","doi":"10.1080/07373937.2023.2213314","DOIUrl":"https://doi.org/10.1080/07373937.2023.2213314","url":null,"abstract":"","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2023-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46271277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monitoring exhaust air temperature and detecting faults during milk spray drying using data-driven framework 使用数据驱动框架监测牛奶喷雾干燥过程中的排气温度并检测故障
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-19 DOI: 10.1080/07373937.2023.2213312
Nivedita Wagh, S. Agashe
Abstract The advanced data analytics platform bridges the gap between industrial automation technology and new cloud-based technology. The information on the implementation of a data analytics platform to convert huge data into valuable information and use it to serve the scheduled maintenance of the components involved in the food processing industry is rarely reported in the literature. This work reports a data-driven framework for prediction and fault detection in key performance parameters for a milk spray drying process plant. The framework consists of different data analysis methods and it helps to take decisions about the selection of key performance parameters involved in improving the spray drying thermal efficiency. The neural network-based NARX model demonstrates a better performance than the linear models in the prediction of cyclone exit air temperature which is the key performance parameter in spray drying as it governs thermal efficiency. The performance of the predictive model is validated using RMSE. The ML-based classification methods are also used in the present work to classify the different faults and the decisions regarding the maintenance of the components responsible for the faults. The performance of these models was verified using a confusion matrix. It is proposed that the decision tree classifier and random forest classifier are best suitable for fault finding as their accuracy is highest at 99.83%.
摘要先进的数据分析平台弥合了工业自动化技术和基于云的新技术之间的差距。文献中很少报道有关数据分析平台的实施信息,该平台将大量数据转换为有价值的信息,并将其用于食品加工行业所涉及组件的定期维护。本工作报告了一个数据驱动的框架,用于预测和故障检测牛奶喷雾干燥工艺装置的关键性能参数。该框架由不同的数据分析方法组成,有助于决定提高喷雾干燥热效率所涉及的关键性能参数的选择。基于神经网络的NARX模型在预测旋流器出口空气温度方面比线性模型表现出更好的性能,旋流器出口温度是喷雾干燥的关键性能参数,因为它控制着热效率。使用RMSE对预测模型的性能进行了验证。基于ML的分类方法也被用于本工作中,以对不同的故障进行分类,并对负责故障的部件的维护进行决策。使用混淆矩阵验证了这些模型的性能。提出决策树分类器和随机森林分类器最适合于故障查找,因为它们的准确率最高,为99.83%。
{"title":"Monitoring exhaust air temperature and detecting faults during milk spray drying using data-driven framework","authors":"Nivedita Wagh, S. Agashe","doi":"10.1080/07373937.2023.2213312","DOIUrl":"https://doi.org/10.1080/07373937.2023.2213312","url":null,"abstract":"Abstract The advanced data analytics platform bridges the gap between industrial automation technology and new cloud-based technology. The information on the implementation of a data analytics platform to convert huge data into valuable information and use it to serve the scheduled maintenance of the components involved in the food processing industry is rarely reported in the literature. This work reports a data-driven framework for prediction and fault detection in key performance parameters for a milk spray drying process plant. The framework consists of different data analysis methods and it helps to take decisions about the selection of key performance parameters involved in improving the spray drying thermal efficiency. The neural network-based NARX model demonstrates a better performance than the linear models in the prediction of cyclone exit air temperature which is the key performance parameter in spray drying as it governs thermal efficiency. The performance of the predictive model is validated using RMSE. The ML-based classification methods are also used in the present work to classify the different faults and the decisions regarding the maintenance of the components responsible for the faults. The performance of these models was verified using a confusion matrix. It is proposed that the decision tree classifier and random forest classifier are best suitable for fault finding as their accuracy is highest at 99.83%.","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"1991 - 2011"},"PeriodicalIF":3.3,"publicationDate":"2023-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45341385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding the coffee ring effect: how it has led to advanced applications 了解咖啡环效应:它是如何导致高级应用的
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-17 DOI: 10.1080/07373937.2023.2213121
S. A. Okaiyeto, Hongwei Xiao, A. Mujumdar
The most cited article in the area of drying is on droplets. The article entitled “Capillary flow as the cause of ring stains from dried liquid drops,” has so far been cited more than 4860 times according to Web of Science. The article explains a fascinating and common phenomenon viz. why a drying droplet, such as a spilled drop of coffee, leaves a circular ring as its residue, rather than a uniform spot. It reveals how suspended solid particles flow, spread and dissipate during the liquid droplet drying process. The solid particles are uniformly distributed in an initial drop, but during drying they concentrate around the edges. Deegan et al. provided the first microscopic level description of this phenomenon, which is known as the “coffee ring effect.” They attributed the ring stains that develop as the droplets dry to capillary flow. According to Ball, the droplet’s lateral dimensions cannot simply decrease due to evaporation if the edge is fixed in situ. To replenish the liquid lost to evaporation while maintaining the contact line for continuity, there must be a net flow toward the edge. This flow carries suspended particles with it. The lack of a thorough theoretical model that can precisely forecast the drying kinetics and deposit structure is one of the main obstacles to understanding droplet drying. However, new developments in microscopy and imaging techniques have enabled researchers to directly examine the drying process and acquire an understanding of the underlying physics and chemistry behind the “coffee ring stains.” For instance, recent research has demonstrated that a droplet’s evaporation rate is influenced by a variety of variables, such as the droplet size, temperature and humidity of the surrounding environment and the characteristics of the surface it is deposited on. Using Controlled Evaporative Selfassembly (CESA) in a confined geometry provides a high degree of control over the drying dynamics and related flows, allowing for the creation of complex deposit patterns with a regularity that has never before been possible. These variables may have an impact on the deposit’s final structure, causing the development of a wide variety of geometric patterns such as coffee rings, spider webs or even larger structures that resemble volcanoes or arches or other geological formations. It is important to be able to manage the deposit structure and morphology since it can be exploited to develop unique structures in certain applications in electronics, optics and energy storage. The surface tension of liquid as well as humidity and temperature of the immediate environment, as well as the makeup of the surface on which the droplet is spilled can all have an impact on the shape, pattern and size of the stain. A stain may spread out more and appear less defined on a porous surface like paper or fabric or it may be more concentrated and have a more recognizable shape on a smooth, non-porous surface like glass or plastic. Due to the loosel
在干燥领域被引用最多的文章是关于液滴的。据Web of Science网站报道,这篇题为《毛细流动是干燥液滴产生环状污渍的原因》的文章迄今为止被引用了4860多次。这篇文章解释了一个有趣而普遍的现象,即为什么一个干燥的液滴,比如洒出来的咖啡,会留下一个圆形的环,而不是一个均匀的斑点。它揭示了悬浮固体颗粒在液滴干燥过程中如何流动、扩散和消散。固体颗粒在初始液滴中均匀分布,但在干燥过程中,它们在边缘周围集中。Deegan等人提供了这种现象的第一个微观层面的描述,被称为“咖啡环效应”。他们将液滴干燥时形成的环状污渍归因于毛细管流动。根据Ball的说法,如果边缘固定在原位,液滴的横向尺寸不会因为蒸发而简单地减小。为了补充蒸发损失的液体,同时保持接触线的连续性,必须有流向边缘的净流量。这种气流携带着悬浮粒子。缺乏能够准确预测液滴干燥动力学和沉积结构的完整理论模型是理解液滴干燥的主要障碍之一。然而,显微镜和成像技术的新发展使研究人员能够直接检查干燥过程,并了解“咖啡环污渍”背后的潜在物理和化学。例如,最近的研究表明,液滴的蒸发速率受到多种变量的影响,例如液滴的大小、周围环境的温度和湿度以及液滴沉积的表面特征。在受限几何结构中使用受控蒸发自组装(CESA),可以对干燥动力学和相关流动进行高度控制,从而创建复杂的沉积模式,其规律性是前所未有的。这些变量可能对矿床的最终结构产生影响,导致各种几何图案的发展,如咖啡环、蜘蛛网,甚至更大的结构,类似于火山、拱门或其他地质构造。重要的是能够管理沉积层的结构和形态,因为它可以在电子,光学和能量存储的某些应用中开发独特的结构。液体的表面张力以及直接环境的湿度和温度,以及液滴所洒表面的构成都会对污渍的形状、图案和大小产生影响。在像纸或织物这样多孔的表面上,污渍可能会扩散得更多,看起来更不清晰,或者在像玻璃或塑料这样光滑、无孔的表面上,污渍可能会更集中,形状更容易辨认。由于颗粒之间的孔隙结构排列松散,在悬浮滴中流动性较小的椭球状颗粒比球形颗粒延长了空气进入干燥阶段的时间,从而降低了咖啡环污渍的影响。在生物学和生物技术中,液滴干燥已被用于研究细胞和蛋白质的行为。在生物医学应用中,利用生物液体干燥产生的模式来诊断疾病的概念很有趣。通过分析、理解和解释蒸发液滴形成的模式,一种简单而快速的筛查一系列危及生命的疾病的方法可能成为可能。研究人员确实已经在这方面取得了重要进展。咖啡环效应也被用于电子领域,以预定的模式沉积纳米粒子,为印刷电子产品创造导电涂层。利用咖啡环效应,在光学领域开发了高透射低反射的增透膜。与传统涂料相比,利用咖啡环效应制成的防反射涂料具有一定的优势;它们价格低廉,制作简单,可以使用多种材料,如金属、塑料和玻璃器皿。我们相信,对干燥科学技术感兴趣的读者,下次仔细审视自己无意中产生的咖啡污渍时,会反思其复杂性和大自然的创造力。也许他们将以这种方式重新构想各种工业领域的创新干燥应用!
{"title":"Understanding the coffee ring effect: how it has led to advanced applications","authors":"S. A. Okaiyeto, Hongwei Xiao, A. Mujumdar","doi":"10.1080/07373937.2023.2213121","DOIUrl":"https://doi.org/10.1080/07373937.2023.2213121","url":null,"abstract":"The most cited article in the area of drying is on droplets. The article entitled “Capillary flow as the cause of ring stains from dried liquid drops,” has so far been cited more than 4860 times according to Web of Science. The article explains a fascinating and common phenomenon viz. why a drying droplet, such as a spilled drop of coffee, leaves a circular ring as its residue, rather than a uniform spot. It reveals how suspended solid particles flow, spread and dissipate during the liquid droplet drying process. The solid particles are uniformly distributed in an initial drop, but during drying they concentrate around the edges. Deegan et al. provided the first microscopic level description of this phenomenon, which is known as the “coffee ring effect.” They attributed the ring stains that develop as the droplets dry to capillary flow. According to Ball, the droplet’s lateral dimensions cannot simply decrease due to evaporation if the edge is fixed in situ. To replenish the liquid lost to evaporation while maintaining the contact line for continuity, there must be a net flow toward the edge. This flow carries suspended particles with it. The lack of a thorough theoretical model that can precisely forecast the drying kinetics and deposit structure is one of the main obstacles to understanding droplet drying. However, new developments in microscopy and imaging techniques have enabled researchers to directly examine the drying process and acquire an understanding of the underlying physics and chemistry behind the “coffee ring stains.” For instance, recent research has demonstrated that a droplet’s evaporation rate is influenced by a variety of variables, such as the droplet size, temperature and humidity of the surrounding environment and the characteristics of the surface it is deposited on. Using Controlled Evaporative Selfassembly (CESA) in a confined geometry provides a high degree of control over the drying dynamics and related flows, allowing for the creation of complex deposit patterns with a regularity that has never before been possible. These variables may have an impact on the deposit’s final structure, causing the development of a wide variety of geometric patterns such as coffee rings, spider webs or even larger structures that resemble volcanoes or arches or other geological formations. It is important to be able to manage the deposit structure and morphology since it can be exploited to develop unique structures in certain applications in electronics, optics and energy storage. The surface tension of liquid as well as humidity and temperature of the immediate environment, as well as the makeup of the surface on which the droplet is spilled can all have an impact on the shape, pattern and size of the stain. A stain may spread out more and appear less defined on a porous surface like paper or fabric or it may be more concentrated and have a more recognizable shape on a smooth, non-porous surface like glass or plastic. Due to the loosel","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"1083 - 1084"},"PeriodicalIF":3.3,"publicationDate":"2023-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44595044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Functional, conformational, topographical, and antioxidative properties of convectively- and freeze-dried sunflower protein and hydrolysate: a comparative investigation 对流干燥和冷冻干燥向日葵蛋白及其水解产物的功能、构象、形貌和抗氧化特性的比较研究
IF 3.3 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2023-05-11 DOI: 10.1080/07373937.2023.2209805
M. Dabbour, Asmaa Hamoda, Hafida Wahia, B. Mintah, Garba Betchem, Ronghai He, Haile Ma, M. Fikry
Abstract This study focused on the influence of convection (at 40 °C and 50 °C) and freeze drying on functionality, structural properties and antioxidant potential of sunflower meal protein (SPm) and hydrolysate (SPHm). Likened to the respective convectively-dried isolates, lyophilized SPm and SPHm showed higher dispersibility and water binding efficacy, but lower oil binding efficacy (buttressed by surface hydrophobicity results) (p < 0.05). The alterations in sulfhydryl clusters and disulfide bridges due to convection drying (under varied temperatures) implied limited unfolding of SPm and SPHm structure and reduction in intermolecular interactions. Moreover, fluorescent intensity and deconvoluted Fourier transform infrared (FTIR) spectroscopy illustrated that convectively-dried (CD) preparations, considerably CDSPHm, possessed more flexible/movable secondary structures over freeze-dried isolates. Topographical study indicated that dehydrated SPHm-s had irregular small particles with partly destroyed/splitted micropores, suggesting disruption in the noncovalent bonds between SPHm-s molecules. Furthermore, isolates from the freeze drying process, notably lyophilized hydrolysate, showed higher antioxidative (DPPH scavenging, ABTS and reducing power) potential over the convectively-dried samples, supported by the analysis of amino acids composition. The current investigation could help the pharmacological and/or food industry to develop new therapeutic product and/or functional food from lyophilized isolates.
摘要这项研究的重点是对流的影响(在40 °C和50 °C)和冷冻干燥对向日葵粉蛋白(SPm)和水解产物(SPHm)的功能、结构特性和抗氧化潜力的影响。与各自的对流干燥分离物相似,冻干SPm和SPHm显示出更高的分散性和水结合功效,但较低的油结合功效(由表面疏水性结果支持)(p < 0.05)。由于对流干燥(在不同温度下)导致的巯基簇和二硫键桥的改变意味着SPm和SPHm结构的有限展开和分子间相互作用的减少。此外,荧光强度和去卷积傅立叶变换红外光谱(FTIR)表明,与冷冻干燥的分离物相比,对流干燥(CD)制剂(相当于CDSPHm)具有更灵活/可移动的二级结构。地形研究表明,脱水的SPHm-s具有不规则的小颗粒,微孔部分被破坏/分裂,表明SPHm-s分子之间的非共价键被破坏。此外,冷冻干燥过程中的分离物,尤其是冷冻干燥的水解产物,比对流干燥的样品显示出更高的抗氧化能力(DPPH清除、ABTS和还原能力),这得到了氨基酸组成分析的支持。目前的研究可能有助于药理学和/或食品工业从冻干分离物中开发新的治疗产品和/或功能性食品。
{"title":"Functional, conformational, topographical, and antioxidative properties of convectively- and freeze-dried sunflower protein and hydrolysate: a comparative investigation","authors":"M. Dabbour, Asmaa Hamoda, Hafida Wahia, B. Mintah, Garba Betchem, Ronghai He, Haile Ma, M. Fikry","doi":"10.1080/07373937.2023.2209805","DOIUrl":"https://doi.org/10.1080/07373937.2023.2209805","url":null,"abstract":"Abstract This study focused on the influence of convection (at 40 °C and 50 °C) and freeze drying on functionality, structural properties and antioxidant potential of sunflower meal protein (SPm) and hydrolysate (SPHm). Likened to the respective convectively-dried isolates, lyophilized SPm and SPHm showed higher dispersibility and water binding efficacy, but lower oil binding efficacy (buttressed by surface hydrophobicity results) (p < 0.05). The alterations in sulfhydryl clusters and disulfide bridges due to convection drying (under varied temperatures) implied limited unfolding of SPm and SPHm structure and reduction in intermolecular interactions. Moreover, fluorescent intensity and deconvoluted Fourier transform infrared (FTIR) spectroscopy illustrated that convectively-dried (CD) preparations, considerably CDSPHm, possessed more flexible/movable secondary structures over freeze-dried isolates. Topographical study indicated that dehydrated SPHm-s had irregular small particles with partly destroyed/splitted micropores, suggesting disruption in the noncovalent bonds between SPHm-s molecules. Furthermore, isolates from the freeze drying process, notably lyophilized hydrolysate, showed higher antioxidative (DPPH scavenging, ABTS and reducing power) potential over the convectively-dried samples, supported by the analysis of amino acids composition. The current investigation could help the pharmacological and/or food industry to develop new therapeutic product and/or functional food from lyophilized isolates.","PeriodicalId":11374,"journal":{"name":"Drying Technology","volume":"41 1","pages":"1962 - 1976"},"PeriodicalIF":3.3,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45977178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Drying Technology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1