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Monitoring the movement of housed animals by means of wireless technology 利用无线技术监测圈养动物的活动
Q3 Agricultural and Biological Sciences Pub Date : 2022-09-16 DOI: 10.17221/66/2021-rae
M. Olmr, M. Pačes, J. Lešetický, M. Přikryl
Currently, several, more or less, suitable means for detecting, identifying and monitoring the position of housed animals exist. However, these means suffer from various limitations, which could be eliminated with regard to the current technical and technological possibilities. One possible solution could be the use of some wireless technologies from the Internet of Things (Wi-Fi, Bluetooth, Zigbee, etc.). The uninterrupted supervision of individual housed animals would bring important information about the daily routine of individuals and then, based on the deviations from this daily routine, the opportunity to derive their physical and mental state from these deviations would be potentially possible. This article presents a proof of concept of a low-cost monitoring system of the movement of housed animals. The proposed system is able to detect the client's (prototype's) position in the space by means of Wi-Fi (IEEE 802.11 standard) and received signal strength indication (RSSI) technologies. A fingerprint method and a triangulation method of analysing the space are used to calculate the position in space with a resulting accuracy within metres of the real position.
目前,存在几种或多或少适合检测、识别和监测圈养动物位置的方法。然而,这些手段受到各种限制,就目前的技术和技术可能性而言,这些限制是可以消除的。一个可能的解决方案是使用物联网的一些无线技术(Wi-Fi、蓝牙、Zigbee等)。对个体圈养动物的不间断监督将带来关于个体日常生活的重要信息,然后,根据与日常生活的偏差,有可能从这些偏差中获得他们的身体和精神状态。本文提出了一种低成本的圈养动物运动监测系统的概念验证。所提出的系统能够通过Wi-Fi(IEEE 802.11标准)和接收信号强度指示(RSSI)技术来检测客户端(原型)在空间中的位置。指纹法和分析空间的三角测量法用于计算空间中的位置,结果精度在实际位置的米以内。
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引用次数: 1
Models for feature selection and efficient crop yield prediction in the groundnut production 花生生产中的特征选择和有效产量预测模型
Q3 Agricultural and Biological Sciences Pub Date : 2022-09-14 DOI: 10.17221/15/2021-rae
Kuruguntu Mohan Krithika, Nachimuthu Maheswari, M. Sivagami
Tamil Nadu ranks high in groundnut production in India. The yield prediction of the crop over Tamil Nadu will be highly useful in improving the efficiency of the production. This article aims to identify an efficient machine learning model to predict the groundnut crop yield and analyse the performance of the tested models. The study used the irrigation, rainfall, area and production data as factors for the groundnut crop yield across the districts of Tamil Nadu. This article identified the best set of features for training the models and studied various prediction models to evaluate the performance on the collected data. The trained and tested data were evaluated using various performance measures. The results of the study show that LASSO and ElasticNet provide the optimal results with the lowest RMSE and RRMSE values of 491.603 and 490.931 kg·ha–1, 20.68 and 20.66%, respectively. The models showed the lowest MAE and RMAE values as well (333.154 and 331.827 kg·ha–1 and 14.53%, 14.51%, respectively) when compared to other models. The identification of the right time to sow and area to irrigate through feature selection and the prediction of the yield will improve the yield of the groundnut crops. This helps farmers to make practical decisions and reap the benefits.
泰米尔纳德邦的花生产量在印度名列前茅。泰米尔纳德邦作物的产量预测将对提高生产效率非常有用。本文旨在识别一个有效的机器学习模型来预测花生作物产量,并分析测试模型的性能。该研究使用灌溉、降雨、面积和生产数据作为泰米尔纳德邦地区花生作物产量的因素。本文确定了训练模型的最佳特征集,并研究了各种预测模型,以评估收集到的数据的性能。训练和测试的数据使用各种性能指标进行评估。研究结果表明,LASSO和ElasticNet提供的结果最优,RMSE最低,RRMSE值分别为491.603和490.931 kg·ha-1、20.68和20.66%。与其他模型相比,该模型的MAE和RMAE值最低,分别为333.154和331.827 kg·ha-1和14.53%、14.51%。通过特征选择和产量预测来确定播种时机和灌溉面积,将提高花生作物的产量。这有助于农民做出实际的决定并获得收益。
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引用次数: 2
Drying kinetics and mathematical modelling of Arundo donax L. canes, a potential renewable fuel 一种潜在的可再生燃料——芦竹的干燥动力学及数学模型
Q3 Agricultural and Biological Sciences Pub Date : 2022-07-22 DOI: 10.17221/73/2021-rae
V. Córdoba, A. Manzur, E. Santalla
 Arundo donax L. is an energy crop with the potential use as a renewable fuel. This study focused on the drying process of the canes in field and laboratory conditions to determine the effect of the harvest conditioning on the kinetics parameters of whole and slashed canes. The lab drying test was conducted in a thin layer dryer at temperatures between 30 and 80 °C and a 0.5 m·s–1 air velocity. The whole and slashed canes showed faster water evaporation rates as the temperature increased, but the slashed canes achieved a lower final moisture content in a shorter time. The effective diffusion coefficient varied between 3.67 × 10–12 and 1.28 × 10–11 m2·s–1 and showed a significant effect of the temperature, but not between samples; its temperature dependence was determined by the Arrhenius equation giving activation energies of 24.4 and 20.2 kJ·mol–1 for the whole and slashed canes respectively, not significantly different. The modelling of the experimental drying data to six thin layer drying models achieved good performance (R2 > 95.9%), although the Logarithmic model showed the best fit for both samples (R2 > 99.4%). In addition, a temperature dependent equation for the drying constant was included in the Logarithmic model for the whole and slashed canes which predicted with good performance (R2 > 97%) the moisture loss. The developed tools constitute an adequate model for the simulation of the drying process of Arundo donax L. that could be useful for the design of various equipment and systems.
阿伦多是一种有潜力作为可再生燃料的能源作物。本研究重点研究了甘蔗在田间和实验室条件下的干燥过程,以确定收获条件对整根和切下的甘蔗动力学参数的影响。实验室干燥试验在薄层干燥器中进行,温度在30至80°C之间,空气速度为0.5 m·s–1。随着温度的升高,整根和切开的甘蔗表现出更快的水分蒸发率,但切开的甘蔗在更短的时间内达到了更低的最终水分含量。有效扩散系数在3.67×10–12和1.28×10–11 m2·s–1之间变化,并显示出温度的显著影响,但样品之间没有;其温度依赖性由Arrhenius方程确定,整个和切开的甘蔗的活化能分别为24.4和20.2 kJ·mol–1,没有显著差异。实验干燥数据对六个薄层干燥模型的建模取得了良好的性能(R2>95.9%),尽管对数模型对两个样品的拟合最好(R2>99.4%)。此外,将干燥常数的温度相关方程纳入整条和切条甘蔗的对数模型中,该模型以良好的性能(R2>97%)预测了水分损失。所开发的工具构成了一个用于模拟Arundo donax L.干燥过程的适当模型,可用于各种设备和系统的设计。
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引用次数: 2
Applications of pulsed electric fields for processing potatoes: Examples and equipment design 脉冲电场在马铃薯加工中的应用:实例及设备设计
Q3 Agricultural and Biological Sciences Pub Date : 2022-06-29 DOI: 10.17221/90/2021-rae
O. Parniakov, N. Lebovka, A. Wiktor, Martina Comiotto Alles, K. Hill, S. Toepfl
In the last two decades, pulsed electric fields (PEF) have successfully been introduced into the food industry, as one of the most promising and "game changing" technologies. This review is devoted to the recent applications of pulsed electric fields used in processing potatoes. The potato processing market size was estimated to be ca. USD 24.83 billion (2018) and with an annual growth rate of 5.2%. The physicochemical characteristics of potatoes and the specificity of potato processing lines makes a pulsed electric field very versatile and flexible allowing one to achieve different technological aims by its implementation into technological lines. In this paper, a short analysis of the potato structure and its nutritional properties, applications of moderate electric fields, ohmic heating, and pulsed electric fields are presented. Moreover, the basic electroporation effects, metabolic responses, texture modification and different PEF assisted processes applied to the potato are discussed. Finally, some examples of commercial applications and a brief description of the available equipment for the PEF processing of potatoes are presented.
在过去的二十年里,脉冲电场(PEF)作为最有前途和“改变游戏规则”的技术之一,已成功地引入食品工业。本文综述了脉冲电场在马铃薯加工中的最新应用。马铃薯加工市场规模估计约为248.3亿美元(2018年),年增长率为5.2%。马铃薯的物理化学特性和马铃薯加工生产线的特殊性使得脉冲电场非常通用和灵活,允许人们通过在工艺生产线中实施脉冲电场来达到不同的技术目的。本文简要分析了马铃薯的结构和营养特性,介绍了中等电场、欧姆加热和脉冲电场的应用。此外,还讨论了马铃薯的基本电穿孔效应、代谢响应、结构修饰以及不同的PEF辅助工艺。最后,介绍了马铃薯PEF加工的一些商业应用实例和现有设备的简要描述。
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引用次数: 1
Application of pulsed electric field prior to vacuum drying: Effect on drying time and quality of apple tissue 脉冲电场在真空干燥前的应用:对苹果组织干燥时间和质量的影响
Q3 Agricultural and Biological Sciences Pub Date : 2022-06-07 DOI: 10.17221/93/2021-rae
Aleksandra Matys, D. Witrowa‐Rajchert, O. Parniakov, A. Wiktor
The study aimed to determine the influence of a pulsed electric field (PEF) treatment on vacuum drying (VD) of apples and their selected quality parameters. The apples were treated with a PEF at 1 kV·cm–1 (with a variable amount of the specific energy input: 1, 3.5, and 6 kJ·kg–1) before VD at 4 kPa (with a variable drying temperature: 40 °C, 55 °C, and 70 °C). The drying time, microstructure, retention of total phenolics (TPC) as well as the antioxidant activity of the obtained dried materials were studied. As a result of opening the cell structure of the apple tissues, the PEF significantly (P < 0.05) reduced the drying time – depending on the used process parameters – by 6–22%. Moreover, an increase in the drying temperature also shortened the drying time. The electroporation led to obtaining porous materials after drying, and with the higher amount of specific energy during the PEF pre-treatment that was applied, a higher porosity was observed in the dried apples. After the PEF-assisted VD, a significant (P < 0.05) decrease in the TPC (by 12–40%) and antioxidant activity (by 23–81%) were observed.
本研究旨在确定脉冲电场(PEF)处理对苹果真空干燥(VD)及其品质参数的影响。在4 kPa(干燥温度分别为40℃、55℃和70℃)的干燥条件下,将苹果进行1 kV·cm-1的PEF处理(输入比能分别为1、3.5和6 kJ·kg-1)。研究了干燥时间、微观结构、总酚(TPC)保留量和抗氧化活性。由于打开了苹果组织的细胞结构,PEF显著(P < 0.05)缩短了干燥时间(取决于使用的工艺参数)6-22%。此外,干燥温度的升高也缩短了干燥时间。电穿孔导致干燥后获得多孔材料,在PEF预处理过程中,随着比能的增加,干苹果的孔隙率也会增加。pef辅助VD后,TPC降低了12-40%,抗氧化活性降低了23-81% (P < 0.05)。
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引用次数: 4
The effect of ethanol on potato growth and production at moderate elevation 中等海拔条件下乙醇对马铃薯生长和产量的影响
Q3 Agricultural and Biological Sciences Pub Date : 2022-05-30 DOI: 10.17221/45/2021-rae
A. Muhibuddin, Zulkifli Maulana, Suryawati Salam, S. Syamsia, R. Reta, Arifin Fattah
Indonesia's current potato cultivation areas are mainly in the highlands (1 000 m above sea level – a.s.l.). However, there are obstacles to potato cultivation in the highlands, including erosion, declining land productivity, limited area, and high production costs (i.e. labour wages, fertilisers, and pesticides). This study was aimed at analysing the effects of both an ethanol application and moderate altitudes on the potato production and quality. This study was conducted at the Horticulture Seed Station in the Ulu Ere subdistrict, Bantaeng Regency, South Sulawesi, Indonesia. A split randomised plot design with two factors was used. The main plots were set at two elevation levels: 500 and 700 m a.s.l. The split plots were subjected to the addition of four ethanol concentration levels: 0, 10, 20, and 30%. The results showed that the ethanol application did not significantly affect the potato growth at the moderate elevation, except for the tuber diameter. Moreover, the 20% ethanol concentration produced better results than the 0% ethanol concentration. The application of 10% ethanol at an altitude of 700 m a.s.l. and 30% ethanol at an altitude of 500 m a.s.l. resulted in the best growth and yield among the studied treatments.
印度尼西亚目前的马铃薯种植区主要在高地(海拔1000米-平均海拔)。然而,在高地种植马铃薯存在障碍,包括水土流失、土地生产力下降、面积有限和生产成本高(即劳动力工资、化肥和农药)。本研究旨在分析乙醇施用和适度海拔对马铃薯产量和品质的影响。这项研究是在印度尼西亚南苏拉威西省班丹县Ulu Ere街道的园艺种子站进行的。采用双因素分割随机图设计。主样地设置在海拔500米和海拔700米两个海拔高度。分样地分别添加0、10、20和30%乙醇浓度。结果表明,在中等海拔条件下,除块茎直径外,乙醇对马铃薯生长无显著影响。此外,20%乙醇浓度比0%乙醇浓度效果更好。在海拔700 m处施用10%乙醇,在海拔500 m处施用30%乙醇,其生长和产量最好。
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引用次数: 1
Processing of sugar beets assisted by pulsed electric fields 脉冲电场辅助甜菜加工
Q3 Agricultural and Biological Sciences Pub Date : 2022-05-20 DOI: 10.17221/91/2021-rae
E. Vorobiev, N. Lebovka
Pulsed electric fields (PEFs) are becoming more and more popular in different applications in processing agricultural products. The PEF technology is based on the application of high voltage short pulses that allow electroporation in the cell membranes. This review outlines the PEF applications used in processing sugar beets. New perspective technologies of the cold or warm aqueous extraction of sugar, cold pressing of sugar beet cossettes, and combined pressing-diffusion process are discussed. Electroporation devices for pilot and industrial applications in the sugar beet industry are also presented.
脉冲电场(PEFs)在农产品加工的不同应用中越来越受欢迎。PEF技术基于高压短脉冲的应用,该脉冲允许在细胞膜中进行电穿孔。这篇综述概述了PEF在甜菜加工中的应用。探讨了糖的冷、温水提取、甜菜糖的冷榨、复合压榨-扩散工艺等新技术。还介绍了用于甜菜工业中试和工业应用的电穿孔装置。
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引用次数: 3
Pulsed electric field treatment for the stimulation of microorganisms: Applications in food production 脉冲电场处理刺激微生物:在食品生产中的应用
Q3 Agricultural and Biological Sciences Pub Date : 2022-05-18 DOI: 10.17221/78/2021-rae
S. El Kantar, M. Koubaa
The pulsed electric field (PEF) technology is a non-thermal processing technique usually used for microbial inactivation in food industries. The application of this technology at sub-lethal levels prior to or during the fermentation processes enhances the mass transfer and cell permeability. It could also cause changes in the genetic, metabolic, and physiological responses of microbial strains leading to an improvement in the fermentation process. Several studies reported the benefits of PEF on microorganisms including growth stimulation, an increase in the fermentation rates and product yields, and improvement in the metabolite extraction. All of these modifications could improve the organoleptic and nutritional properties of fermented food products. The purpose of this review is to summarise and discuss the main findings reported in the literature to date about the effect of PEFs applied at sub-lethal levels on microorganisms in the context of food processing.
脉冲电场(PEF)技术是一种非热处理技术,通常用于食品工业中的微生物灭活。在发酵过程之前或发酵过程中以亚致死水平应用该技术可增强传质和细胞渗透性。它还可能导致微生物菌株的遗传、代谢和生理反应发生变化,从而改善发酵过程。几项研究报告了PEF对微生物的益处,包括刺激生长、提高发酵速率和产品产量以及改善代谢物提取。所有这些修饰都可以改善发酵食品的感官和营养特性。本综述的目的是总结和讨论迄今为止文献中报道的关于亚致死水平的PEFs对食品加工中微生物的影响的主要发现。
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引用次数: 0
Kitchen cooking by electroporation 厨房电穿孔烹饪
Q3 Agricultural and Biological Sciences Pub Date : 2022-05-13 DOI: 10.17221/96/2021-rae
F. Kumhála, J. Lev, P. Kouřím, J. Blahovec
Recently, modern non-heating-based food processing alternatives have emerged. The pulsed electric field (PEF) technology is an example, which does not require high temperatures and, in principle, preserves both the nutritional and functional characteristics of the food while possibly improving the taste. Nevertheless, using this technology in kitchen conditions is still a challenge. Thus, the main aim of this work was the development of a kitchen cooking device that uses pure pulse electroporation (without thermal effects). A device powered by a common electrical network was designed. The voltage applied to the electrodes is approximately 150 V. At a food thickness of 3 mm, an intensity of 500 V·cm–1 was achieved, which was sufficient for the electroporation of typical vegetables. Depending on the specific food being treated, the device repeats the pulses until the required degree of the PEF treatment is reached. Preparing a larger amount of food at one time would require great instant power from the device. In order to load the device with less current, the large working area of the electrodes was divided into nine segments. The food is gradually prepared segment by segment. The function of the device is controlled via an electronic programmable control unit. The electroporation of the processed material was achieved with a functional prototype of the designed device, but with some limitations that have to be respected in further development.
最近,现代非加热食品加工替代品已经出现。脉冲电场(PEF)技术就是一个例子,它不需要高温,原则上,在可能改善味道的同时,保留了食物的营养和功能特征。然而,在厨房条件下使用这项技术仍然是一个挑战。因此,这项工作的主要目的是开发一种使用纯脉冲电穿孔(没有热效应)的厨房烹饪装置。设计了一种由普通电网供电的装置。施加在电极上的电压约为150伏。在食物厚度为3 mm时,电穿孔强度可达500 V·cm-1,足以实现典型蔬菜的电穿孔。根据所处理的特定食品,该装置重复脉冲,直到达到所需的PEF处理程度。一次准备更多的食物需要巨大的瞬时能量。为了以较小的电流加载器件,将电极的大工作区域划分为9段。食物是一段一段地逐渐准备好的。该装置的功能通过电子可编程控制单元进行控制。加工材料的电穿孔是通过设计设备的功能原型实现的,但在进一步的开发中必须考虑到一些限制。
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引用次数: 0
Sensory evaluation test of electroporated carrots 电穿孔胡萝卜感官评价试验
Q3 Agricultural and Biological Sciences Pub Date : 2022-05-05 DOI: 10.17221/84/2021-rae
P. Kouřím, L. Kouřimská, Izabela Kovaříková, J. Blahovec
Two types of samples were prepared from fresh carrot roots. The first type represented samples of untreated carrots. The second type was treated with a pulsed electric field. Nine specific sensory properties characterising the carrot root tissue were evaluated by means of a sensory profile method to determine the differences between the untreated and treated carrot samples. For the resilience and elasticity, which were evaluated by the fingers, and the juiciness, which was evaluated in the mouth, significant differences were found between the two types of samples.
用新鲜胡萝卜根制备了两种样品。第一类代表未经处理的胡萝卜样本。第二类用脉冲电场处理。通过感觉剖面法评估胡萝卜根组织的9个特定感觉特性,以确定未处理和处理胡萝卜样品之间的差异。对于用手指评估的弹性和弹性,以及在口中评估的多汁性,两种样品之间存在显著差异。
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引用次数: 1
期刊
Research in Agricultural Engineering
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