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Design of Non-Thermal Plasma Alfalfa Seed Vigor Enhancement Device and Study of Treatment Effect 非热等离子体苜蓿种子活力增强装置设计及处理效果研究
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15309
Yunting Hui, Yangyang Liao, Sibiao Li, Changyong Shao, Decheng Wang, Yong You
Highlights An effective seed treatment method is provided. Three generations of field growth trials were conducted. We Investigated the effects of low-temperature plasma treatment on the biological characters and yield components. Abstract. An atmospheric pressure, low-temperature dielectric barrier discharge (DBD) plasma seed treatment device was developed for plasma seed treatment. The device worked continuously on alfalfa seeds and evenly distributed the seeds in a plasma discharge range. The processing time, voltage amplitude, and frequency were adjustable. The device was used to study the effect of DBD plasma treatment at different voltages and times on alfalfa seed germination using untreated alfalfa seeds as the control (CK). The results showed that the DBD plasma treatment of alfalfa seeds promoted seed germination and seedling growth, and the optimal discharge conditions were a discharge voltage of 11 kV and a discharge time of 40 s. Compared with CK, the germination potential and germination rate increased by 12.49% and 18.08%, respectively. After treatment using the optimal discharge time, the germination potential, germination rate, dry weight, and seedling height increased by 9.9%, 16.1%, 15%, and 32.9%, respectively, compared with CK. The Scanning Electron Microscope images of the seed epidermis treated with 11 kV and 40 s plasma showed that the surface of alfalfa seeds was etched. Different doses of discharge radiation had different effects on physiological processes in seeds, and their sensitivity to plasma discharge was different. In a certain range, the germination rate, germination potential, fresh weight, dry weight, root length, and seedling height of alfalfa seeds improved to different degrees under different discharge voltages and times. Plasma has a good application prospect for improving the growth of alfalfa seeds. Keywords: Alfalfa, Dielectric barrier discharge plasma, Germination, Seed treatment device, Seedling growth.
提供了一种有效的种子处理方法。进行了三代田间生长试验。研究了低温等离子体处理对玉米生物学特性和产量组成的影响。摘要研制了常压低温介质阻挡放电(DBD)等离子体种子处理装置。该装置对紫花苜蓿种子连续工作,并在等离子体放电范围内均匀分布。处理时间、电压幅值和频率可调。利用该装置,以未处理的苜蓿种子(CK)为对照,研究了不同电压、不同时间的DBD等离子体处理对苜蓿种子萌发的影响。结果表明:DBD等离子体处理苜蓿种子能促进种子萌发和幼苗生长,最佳放电条件为放电电压为11 kV,放电时间为40 s;与对照相比,萌发势和发芽率分别提高了12.49%和18.08%。采用最佳排水时间处理后,萌发势、发芽率、干重和苗高分别比对照提高了9.9%、16.1%、15%和32.9%。经11kv和40s等离子体处理后的苜蓿种子表皮扫描电镜显示,种子表面有蚀刻现象。不同剂量的放电辐射对种子生理过程的影响不同,对等离子体放电的敏感性也不同。在一定范围内,不同放电电压和次数对苜蓿种子的发芽率、萌发势、鲜重、干重、根长、苗高均有不同程度的提高。等离子体在促进苜蓿种子生长方面具有良好的应用前景。关键词:苜蓿,介质阻挡放电等离子体,萌发,种子处理装置,幼苗生长
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引用次数: 0
Simplified Modeling of High-Solids Anaerobic Digestion of Dairy Manure in a Pilot-Scale Stirred Tank Anaerobic Digester 中试搅拌槽厌氧池中高固相牛粪厌氧消化的简化模型
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15203
I. D. Kariyama, Weixiang Li, Shaoqi Yu, Long Chen, R. Qi, Hao Zhang, Xiaxia Li, Xin Deng, Jiansen Lin, Binxin Wu
Highlights HSAD is a cost-effective approach for managing high-solids manure. Batch digestion of HSAD at a low inoculum ratio is unsuitable. Mixing once a day was enough to maintain a stable digestion process. The stoichiometric method with an appropriate biodegradability factor provided perfect prediction. Simplified biokinetics can predict methane productivity at steady-state conditions. Abstract. Anaerobic digestion (AD) is considered one of the most effective methods of managing dairy manure. To effectively and economically treat the huge volumes of manure produced by commercial dairy farms, high-solids anaerobic digestion (HSAD) is to be encouraged. In this manuscript, batch and semi-continuous anaerobic digestion experiments of dairy manure with a high volatile solid (VS) content were conducted in a pilot-scale stirred digester with an effective volume of 1.63 m3, operated under mesophilic temperature conditions. Three intermittent mixing treatments (50, 100, and 150 rpm) were mixed once a day during feeding with a constant mixing duration of 5 minutes, including a non-mixed experiment, operating at a 30-day hydraulic retention time. The objectives were to determine an optimum mixing intensity to enhance HSAD efficiency and economy and to apply simplified models to model the digestion process. The simplified kinetic models were modified to accurately predict methane growth, yield, and production rates. The modified Gompertz growth model predicted the methane growth at the batch experiment perfectly. The first-order kinetic model predictions of the biodegradability factor, the specific methane yield, and the specific methane production rate were consistent with the batch experimental results. The stoichiometric method and the Karim model were modified to accurately model the effect of mixing intensity on the methane yield and the specific methane production rate. Three linear equations were successfully developed to predict the methane production rate. Optimized mixing intensity and organic loading rate are critical for high methane production rates. This study contributes to the ongoing research to improve the efficiency of HSAD. Keywords: Dairy manure, High-solids anaerobic digestion, Methane productivity, Mixing intensity.
HSAD是一种具有成本效益的高固体肥料管理方法。低接种比批量消化HSAD是不合适的。每天混合一次就足以维持稳定的消化过程。采用适当的生物降解因子的化学计量学方法对其进行了较好的预测。简化的生物动力学可以预测稳态条件下的甲烷产量。摘要厌氧消化(AD)被认为是管理奶牛粪便最有效的方法之一。为了有效和经济地处理商业奶牛场产生的大量粪便,应鼓励高固体厌氧消化(HSAD)。本文在一个有效容积为1.63 m3的中试搅拌沼气池中,在中温条件下,对高挥发性固体(VS)含量的乳粪肥进行了间歇式和半连续式厌氧消化实验。饲养过程中进行3个间歇混合处理(50、100和150 rpm),每天混合1次,持续混合时间为5分钟,其中包括一个非混合实验,在30天的水力滞留时间下运行。目的是确定提高HSAD效率和经济性的最佳混合强度,并应用简化模型来模拟消化过程。改进了简化的动力学模型,以准确预测甲烷的生长、产量和生产速率。修正的Gompertz生长模型较好地预测了间歇式实验中甲烷的生长。一级动力学模型预测的生物降解系数、比甲烷产率和比甲烷产率与批量实验结果一致。改进了化学计量学方法和Karim模型,准确模拟了混合强度对甲烷产率和比产率的影响。成功地建立了三个线性方程来预测甲烷产量。优化混合强度和有机载荷率是提高甲烷产量的关键。本研究有助于提高HSAD效率的研究。关键词:牛粪,高固体厌氧消化,甲烷产率,混合强度
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引用次数: 0
Assessment of Wood Chips and Agricultural Residues as Denitrifying Bioreactor Feedstocks for Use in the Canadian Prairies 木屑和农业残留物作为加拿大草原反硝化生物反应器原料的评价
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15412
J. Kohn, Gregory S. Piorkowski, Nicole E. Seitz Vermeer, Janelle F. Villeneuve
Highlights Performance of denitrifying bioreactors in Alberta was evaluated. Barley straw was more effective in reducing nitrate compared to wood chips. Hydraulic retention time, feedstock, and season are the primary factors affecting nitrate removal. Abstract. This study evaluated the performance of pilot-scale denitrifying bioreactors (LWD: 6 × 0.6 × 1m) filled with different carbon substrates, including barley straw, hemp straw, and woodchips, for removing dissolved nitrogen from simulated subsurface drainage at two representative geographic locations in Alberta. In this study, the bioreactors were tested under varying hydraulic retention times (4, 8, and 12 h) in the spring, summer, and fall of one year. Tracer studies were conducted to evaluate flow and dispersion characteristics. The mean of nitrate removal efficiency ranged from 19% to 87% during the spring, 44% to 95% during the summer, and 21% to 68% during the fall. We found that barley straw was more effective in reducing nitrate (45% to 95%) compared to wood chips (19% to 54%). This study is the first testing of the effect of different biomass types and hydraulic residence times on bioreactor performance in the Canadian prairies (Alberta) and will allow agricultural producers and regulators to assess the suitability of these systems within the region. Keywords: Bioreactor, Denitrification, Water quality, Wood chips, Agricultural residues, Subsurface Drainage.
对艾伯塔省反硝化生物反应器的性能进行了评价。与木屑相比,大麦秸秆对硝酸盐的还原效果更好。水力停留时间、原料和季节是影响硝酸盐去除的主要因素。摘要本研究在阿尔伯塔省两个具有代表性的地理位置,对不同碳基质(包括大麦秸秆、大麻秸秆和木屑)填充的中试反硝化生物反应器(LWD: 6 × 0.6 × 1m)去除模拟地下排水中的溶解氮的性能进行了评估。在本研究中,生物反应器在一年的春季、夏季和秋季分别在不同的水力滞留时间(4、8和12小时)下进行了测试。进行了示踪剂研究,以评估流动和分散特性。硝态氮的平均去除率春季为19% ~ 87%,夏季为44% ~ 95%,秋季为21% ~ 68%。我们发现大麦秸秆在减少硝酸盐(45%至95%)方面比木屑(19%至54%)更有效。这项研究是在加拿大大草原(阿尔伯塔)首次测试不同生物量类型和水力停留时间对生物反应器性能的影响,并将使农业生产者和监管机构能够评估这些系统在该地区的适用性。关键词:生物反应器,反硝化,水质,木屑,农业废弃物,地下排水
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引用次数: 0
Denitrifying Bioreactor In Situ Woodchip Bulk Density 反硝化生物反应器原位木屑堆积密度
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15364
L. Christianson, R. Christianson, C. Díaz-García, G. Johnson, B. Maxwell, R. Cooke, N. Wickramarathne, L. Gentry
Highlights The bulk density of woodchips in denitrifying bioreactors in the field is unknown. In situ bulk density estimation methods were developed for use during construction or excavation. Dry bulk densities of aged woodchips at bioreactor bottoms were lower than previous literature values. Moisture and particle size and density explained some, but not all, of the variation in in situ bulk densities. Abstract. Woodchip bulk density in a denitrifying bioreactor governs system hydraulics, but this prime physical attribute has never been estimated in situ. The objectives were twofold: (1) to establish estimates of in situ woodchip bulk density at bioreactors in the field, and (2) evaluate causal factors for and resulting impacts of these estimates. Proof-of-concept bulk density methods were developed at a pilot-scale bioreactor using three ways to estimate volume: surveying the excavated area, pumping the excavation full through a flow meter, and using iPhone Light Detection and Ranging (LiDAR). These methods were then further tested at two new and three old full-size bioreactors. Additional ex situ (off-site) testing with the associated woodchips included analysis of bulk density along a moisture gradient and particle size, particle density, wood composition, and hydraulic property testing. In situ dry bulk densities based on the entire volume of the new bioreactors (206-224 kg/m3) were similar to values from previous lab-scale studies. In situ estimates for woodchips at the bottom of aged bioreactors (22-mo. to 6-y) were unexpectedly low (120-166 kg/m3), given that these woodchips would presumably be the most compacted. These low moisture-content corrected dry bulk densities were influenced by high moisture contents in situ (>70% wet basis). The impacts of particle size and particle density on bulk density were somewhat mixed across the dataset, but in general, smaller woodchips had higher dry bulk densities than larger, and several woodchips sourced from the bottom of bioreactors had low particle densities. Although dry bulk densities in the zone of flow in bioreactors in the field were shown to be relatively low, the resulting permeability coefficients under those packing conditions did not differ from those of the original woodchips. The LiDAR-based volume estimation method was the most practical for large-scale, full-size evaluations and allowed high precision with small features (e.g., vertical reactor edges, drainage fittings). Keywords: Compaction, Cone penetrometer, Drainable porosity, LiDAR, Moisture content, Survey.
该领域反硝化生物反应器中木屑的堆积密度尚不清楚。就地容重估算方法是为施工或开挖时使用而开发的。老化木屑在生物反应器底部的干容重低于以往的文献值。水分和颗粒大小和密度解释了一些,但不是全部,在原地堆积密度的变化。摘要反硝化生物反应器中木屑的体积密度决定了系统水力学性能,但这一主要物理属性从未在现场进行过估计。目的有两个:(1)建立实地生物反应器中原位木屑堆积密度的估计值,(2)评估这些估计值的因果因素和由此产生的影响。概念验证的体积密度方法是在一个中试规模的生物反应器中开发的,使用三种方法来估计体积:测量挖掘面积,通过流量计泵满挖掘,以及使用iPhone光探测和测距(LiDAR)。这些方法随后在两个新的和三个旧的全尺寸生物反应器上进行了进一步的测试。额外的非原位(非现场)木屑测试包括沿湿度梯度和颗粒大小、颗粒密度、木材成分和水力性能测试的体积密度分析。基于新生物反应器整体体积的原位干容重(206-224 kg/m3)与先前实验室规模研究的值相似。对老化生物反应器底部木屑的原位估计(22个月)。考虑到这些木片可能是最致密的,到6-y)出乎意料地低(120-166 kg/m3)。这些低含水量修正后的干容重受到原位高含水量(>70%湿基)的影响。颗粒大小和颗粒密度对堆积密度的影响在整个数据集中有些混合,但一般来说,较小的木片比较大的木片具有更高的干堆积密度,并且来自生物反应器底部的一些木片具有低的颗粒密度。尽管在野外生物反应器中流动区的干容重相对较低,但在这些包装条件下产生的渗透系数与原始木片的渗透系数没有差异。基于激光雷达的体积估计方法对于大规模、全尺寸的评估是最实用的,并且可以在小特征(例如垂直反应器边缘、排水接头)上实现高精度。关键词:压实,锥贯仪,可排水孔隙度,激光雷达,含水率,测量
{"title":"Denitrifying Bioreactor In Situ Woodchip Bulk Density","authors":"L. Christianson, R. Christianson, C. Díaz-García, G. Johnson, B. Maxwell, R. Cooke, N. Wickramarathne, L. Gentry","doi":"10.13031/ja.15364","DOIUrl":"https://doi.org/10.13031/ja.15364","url":null,"abstract":"Highlights The bulk density of woodchips in denitrifying bioreactors in the field is unknown. In situ bulk density estimation methods were developed for use during construction or excavation. Dry bulk densities of aged woodchips at bioreactor bottoms were lower than previous literature values. Moisture and particle size and density explained some, but not all, of the variation in in situ bulk densities. Abstract. Woodchip bulk density in a denitrifying bioreactor governs system hydraulics, but this prime physical attribute has never been estimated in situ. The objectives were twofold: (1) to establish estimates of in situ woodchip bulk density at bioreactors in the field, and (2) evaluate causal factors for and resulting impacts of these estimates. Proof-of-concept bulk density methods were developed at a pilot-scale bioreactor using three ways to estimate volume: surveying the excavated area, pumping the excavation full through a flow meter, and using iPhone Light Detection and Ranging (LiDAR). These methods were then further tested at two new and three old full-size bioreactors. Additional ex situ (off-site) testing with the associated woodchips included analysis of bulk density along a moisture gradient and particle size, particle density, wood composition, and hydraulic property testing. In situ dry bulk densities based on the entire volume of the new bioreactors (206-224 kg/m3) were similar to values from previous lab-scale studies. In situ estimates for woodchips at the bottom of aged bioreactors (22-mo. to 6-y) were unexpectedly low (120-166 kg/m3), given that these woodchips would presumably be the most compacted. These low moisture-content corrected dry bulk densities were influenced by high moisture contents in situ (>70% wet basis). The impacts of particle size and particle density on bulk density were somewhat mixed across the dataset, but in general, smaller woodchips had higher dry bulk densities than larger, and several woodchips sourced from the bottom of bioreactors had low particle densities. Although dry bulk densities in the zone of flow in bioreactors in the field were shown to be relatively low, the resulting permeability coefficients under those packing conditions did not differ from those of the original woodchips. The LiDAR-based volume estimation method was the most practical for large-scale, full-size evaluations and allowed high precision with small features (e.g., vertical reactor edges, drainage fittings). Keywords: Compaction, Cone penetrometer, Drainable porosity, LiDAR, Moisture content, Survey.","PeriodicalId":29714,"journal":{"name":"Journal of the ASABE","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91166711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Static and Dynamic Performance Evaluation of a Solid-State LiDAR for 3D Object Detection in Greenhouse Spray Applications 用于温室喷雾剂三维目标检测的固态激光雷达的静态和动态性能评估
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15285
Zhihong Zhang, Jianing Long, Qinghui Lai, Qingmeng Zhu, Hao He, Ramón Salcedo, Tingting Yan
Highlights Comprehensive evaluation of the measurement accuracy of an inexpensive solid-state LiDAR for object detection. Development of an algorithm to acquire point clouds of objects with various shapes under both static and dynamic conditions. Utilization of pseudo-color images to assess the surfaces of regular-shaped cartons and irregular artificial plants. Proposal for integrating the solid-state LiDAR into variable-rate spray applications for greenhouses. Abstract. An effective variable-rate spraying system for greenhouses requires accurate canopy structure parameters of plants to ensure proper pesticide dosage adjustment. While conventional laser systems integrated into spray systems can provide precise point cloud data of plants, they still present a high expense. This study examines the performance of a recently introduced, cost-effective, and high-resolution solid-state LiDAR (Intel RealSense L515) in relation to its potential for greenhouse spray applications. Additionally, a specialized point cloud acquisition algorithm was developed for this solid-state LiDAR to obtain the geometrical parameters of objects. To assess the LiDAR sensor's suitability for greenhouse spray applications, the performance of the LiDAR sensor and the algorithm was evaluated using five different sized regular-shaped cartons and three artificial plants with complex geometry. Various factors were analyzed, such as the horizontal distances between objects and the LiDAR sensor (0.5, 1.0, 1.5, 2.0, 2.5, and 3.0 m), the tilt angle of the LiDAR sensor relative to the ground (45°, 60°, and 75°), the height of the LiDAR sensor from the ground (ranging from 0.3 to 0.8 m with 0.5 m distance intervals), and the forward speed of the LiDAR sensor (0.1, 0.3, 0.6, and 0.9 m s-1). The findings revealed that the optimal detection distance for this LiDAR sensor is 1.0 m. Increasing or decreasing the detection distance of the object relative to the LiDAR sensor diminished the measurement accuracy. The accuracy of the derived geometrical variables was affected by the height and tilt angle of the LiDAR sensor. Nevertheless, the geometrical parameters obtained from the solid-state LiDAR showed a favorable correspondence with the results of manual measurements. The highest root mean square error (RMSE) and coefficient of variation (CV) for the overall test were 14.3 mm and 14.3% in the X (length) direction, 14.3 mm and 14.3% in the Y (width) direction, and 10.8 mm and 10.8% in the Z (height) direction, respectively. The contour Edge Similarity Score for objects measured using the solid-state LiDAR and images obtained with an RGB camera exceeded 0.90. These findings suggest that the proposed solid-state LiDAR and the specifically designed algorithm could be effectively adapted to acquire the geometrical parameters of objects and to develop precise variable-rate spraying systems for greenhouse applications. Keywords: Canopy structure measurements, Point cloud, Precision agriculture, Pr
重点介绍了用于目标检测的廉价固态激光雷达测量精度的综合评估。开发了一种静态和动态条件下获取不同形状物体点云的算法。利用伪彩色图像评估规则形状的纸盒和不规则的人造植物的表面。将固态激光雷达集成到温室可变速率喷雾应用中的建议。摘要一个有效的温室变喷系统需要准确的植物冠层结构参数,以保证适当的农药用量调整。传统的激光系统集成到喷雾系统中可以提供精确的植物点云数据,但仍然存在较高的费用。本研究考察了最近推出的具有成本效益的高分辨率固态激光雷达(英特尔RealSense L515)的性能及其在温室喷雾应用中的潜力。此外,还针对该固态激光雷达开发了一种专门的点云获取算法,以获取目标的几何参数。为了评估激光雷达传感器在温室喷雾应用中的适用性,使用五个不同大小的规则形状的纸箱和三个具有复杂几何形状的人工植物来评估激光雷达传感器和算法的性能。分析了物体与激光雷达传感器之间的水平距离(0.5、1.0、1.5、2.0、2.5和3.0 m)、激光雷达传感器相对于地面的倾斜角(45°、60°和75°)、激光雷达传感器距离地面的高度(0.3 ~ 0.8 m,间隔0.5 m)以及激光雷达传感器的前进速度(0.1、0.3、0.6和0.9 m s-1)等因素。结果表明,该激光雷达传感器的最佳探测距离为1.0 m。增加或减少物体相对于激光雷达传感器的探测距离会降低测量精度。激光雷达传感器的高度和倾斜角度会影响几何变量的精度。然而,从固态激光雷达获得的几何参数显示出与人工测量结果良好的对应关系。总体检验的均方根误差(RMSE)和变异系数(CV)在X(长度)方向上分别为14.3 mm和14.3%,在Y(宽度)方向上分别为14.3 mm和14.3%,在Z(高度)方向上分别为10.8 mm和10.8%。使用固态激光雷达测量的物体和使用RGB相机获得的图像的轮廓边缘相似度得分超过0.90。这些发现表明,所提出的固态激光雷达和专门设计的算法可以有效地用于获取物体的几何参数,并开发用于温室应用的精确可变速率喷涂系统。关键词:冠层结构测量,点云,精准农业,精准喷雾技术,可变速率喷雾系统
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引用次数: 0
Air-Pinch PWM Valve to Regulate Flow Rate of Hollow-Cone Nozzles for Variable-Rate Sprayers 气夹式PWM阀调节变流量喷雾器空心锥喷嘴流量
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15601
Javier Campos, Heping Zhu, Hongyoung Jeon, Ramón Salcedo, Erdal Ozkan, Carla Roman, Emilio Gil
Highlights Air-pinch PWM valve was investigated as an alternative to electric PWM valves to manipulate hollow-cone nozzles. Air-pinch and electric PWM valves performed comparable accuracy in flow rate modulations. Droplet sizes from hollow-cone nozzles with both PWM valves were comparable across DUCs ranging from 20% to 100%. Air-pinch PWM valve had great potential of use due to its capacity to isolate the internal parts of the valve from chemicals. Abstract. Electric pulse width modulation (PWM) solenoid valves are commonly used to regulate nozzle flow rates to achieve precision variable-rate spray applications. However, some pesticide formulations, such as wettable powders and adhesive additives, can potentially cause a malfunction such that the valve cannot completely shut off during flow rate modulation if spray lines are not cleaned thoroughly after spray applications. An air-pinch PWM valve was evaluated as a potential alternative to conventional PWM valves to modulate the flow rates of hollow-cone nozzles used on air-assisted orchard sprayers. With the air-pinch valve, spray mixtures only passed through a flexible tube to avoid chemicals directly contacting the moving components inside the valve chamber. The flow rate modulation was performed by pinching and releasing the tube back and forth with air-pilot PWM actions. Evaluations included the flow rate modulation capability along with droplet size distributions from three disc-core hollow-cone nozzles coupled with the PWM pinch valve and compared with a conventional electric PWM valve. Both air-pinch and electric PWM valves performed comparably in the flow rate modulation accuracy and droplet size distribution for hollow-cone nozzles operated at 414 and 827 kPa pressures across the duty cycles (DUCs) ranging from 10% to 100%, except for the air-pinch valve that could not activate at 10% DUC. The flow rates of nozzles modulated with both PWM valves at all DUCs were 5.3% greater on average than the target flow rates, while the flow rates were similar at 90% and 100% DUCs. Droplet size classifications based on ASABE Standard S-572.3 were generally consistent across DUCs ranging from 20% to 100% for the same nozzle and pressure with the air-pinch PWM valve and from 10% to 100% with the conventional electric PWM valve. The consistency of droplet sizes across DUCs and accuracy of flow rate modulations demonstrated the potential advantage of using the air-pinch PWM solenoid valve as an alternative for precision variable-rate sprayers to accurately apply different chemicals. Keywords: Droplet size, Flow rate control, Pesticide, Pinch valve, Precision farming, Pulse width modulation.
研究了气夹式脉宽调制阀作为电动脉宽调制阀的替代方案来控制空心锥喷嘴。气夹和电动PWM阀在流量调节方面具有相当的精度。两种PWM阀的空心锥喷嘴的液滴尺寸在DUCs范围从20%到100%之间具有可比性。气夹式PWM阀具有很大的使用潜力,因为它能够将阀的内部部件与化学品隔离开来。摘要电脉冲宽度调制(PWM)电磁阀通常用于调节喷嘴流量,以实现精确的可变速率喷雾应用。然而,一些农药配方,如可湿性粉末和粘合剂添加剂,可能会导致潜在的故障,如在喷雾剂应用后,如果喷雾剂管线没有彻底清洁,则在流量调节期间阀门不能完全关闭。对气夹式脉宽调制阀作为传统脉宽调制阀的潜在替代方案进行了评估,以调节空气辅助果园喷雾器上使用的空心锥喷嘴的流量。使用气夹阀,喷雾混合物仅通过柔性管,避免化学物质直接接触阀腔内的运动部件。流量调制是通过气动PWM动作前后捏放管来实现的。评估包括流量调节能力以及三个圆盘芯空心锥喷嘴与PWM夹管阀的液滴大小分布,并与传统的电动PWM阀进行比较。除了气夹阀在10%到100%的占空比(DUC)范围内无法启动外,空锥喷嘴在414和827 kPa压力下的流量调节精度和液滴尺寸分布方面表现相当。使用两种PWM阀调制的喷嘴在所有DUCs时的流量平均比目标流量大5.3%,而在90%和100% DUCs时的流量相似。基于ASABE标准S-572.3的液滴尺寸分类在相同喷嘴和压力下,空气夹点式PWM阀的DUCs范围从20%到100%基本一致,而传统电动PWM阀的DUCs范围从10%到100%。DUCs液滴大小的一致性和流量调节的准确性表明,使用气夹式PWM电磁阀作为精密可变速率喷雾器的替代方案,可以准确地喷洒不同的化学品,具有潜在的优势。关键词:液滴大小,流量控制,农药,捏阀,精准农业,脉宽调制
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引用次数: 0
Inorganic Carbon-Limited Freshwater Algal Growth at High Ph: Revisited with Focus on Alkalinity 无机碳限制淡水藻类在高Ph下的生长:重访碱度
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15411
Mary Katherine Watson, Elizabeth Flanagan, Caye M. Drapcho
Highlights Non-carbonate components of BG11 media impact TIC calculation on average 4.00 mg/L at high pH. BG11 media non-carbonate alkalinity (NCA) varies with pH: NCA (meq/L) = 0.0393×e 0.2075×pH + (2.086×10 -9 )e 1.860×pH . Monod kinetic constants with CO 2 , HCO 3 - , and CO 3 2- as inorganic carbon sources are improved from a previous report. Kinetic constants continue to be the only known reports considering multiple inorganic carbon sources. Algal stoichiometric reactions are developed that account for variation in cell content and carbon source. Abstract. Due to increasing atmospheric CO2, algal growth systems at high pH are of interest to support enhanced diffusion and carbon capture. Given the interactions between algal growth, pH, and alkalinity, data from Watson and Drapcho (2016) were re-examined to determine the impact of the non-carbonate constituents in BG11 media on estimates of Monod kinetic parameters, biomass yield, and cell stoichiometry. Based on a computational method, non-carbonate alkalinity (NCA) in BG11 media varies with pH according to: NCA (meq/L) = 0.0393×e0.2075×pH + (2.086×10-9)e1.860×pH (R2 = 0.999) over the pH range of 10.3 – 11.5. Updated maximum specific growth rates were determined to be 0.060, 0.057, and 0.051 hr-1 for CO2, HCO3, and CO3, respectively. Generalizable stoichiometric algal growth equations that consider variable nutrient ratios and multiple inorganic carbon species were developed. Improved kinetic and stoichiometric parameters will serve as the foundation for a dynamic mathematical model to support the design of high pH algal carbon capture systems. Keywords: Algae, Alkalinity, Carbon Abatement, Carbon Capture, Kinetics, Stoichiometry, Total Inorganic Carbon.
BG11介质的非碳酸盐组分影响TIC计算,在高pH下平均为4.00 mg/L。BG11介质的非碳酸盐碱度(NCA)随pH值的变化而变化:NCA (meq/L) = 0.0393×e 0.2075×pH + (2.086×10 -9)e 1.860×pH。以co2、hco3 -和co32 -为无机碳源时,Monod动力学常数比以往的报道有所提高。动力学常数仍然是唯一已知的考虑多种无机碳源的报告。藻类化学计量反应的发展,说明变化的细胞含量和碳源。摘要由于大气中二氧化碳的增加,高pH值下的藻类生长系统支持增强扩散和碳捕获。考虑到藻类生长、pH值和碱度之间的相互作用,我们重新检查了Watson和Drapcho(2016)的数据,以确定BG11培养基中非碳酸盐成分对Monod动力学参数、生物量产量和细胞化学计量学的影响。根据计算方法,BG11培养基的非碳酸盐碱度(NCA)随pH值的变化规律为:在10.3 ~ 11.5的pH范围内,NCA (meq/L) = 0.0393×e0.2075×pH + (2.086×10-9)e1.860×pH (R2 = 0.999)。CO2、HCO3和CO3的更新最大比生长率分别为0.060、0.057和0.051 hr-1。建立了考虑可变营养比和多种无机碳种的藻类生长广义化学计量方程。改进的动力学和化学计量参数将作为动态数学模型的基础,以支持高pH藻类碳捕获系统的设计。关键词:藻类,碱度,碳减排,碳捕获,动力学,化学计量学,总无机碳
{"title":"Inorganic Carbon-Limited Freshwater Algal Growth at High Ph: Revisited with Focus on Alkalinity","authors":"Mary Katherine Watson, Elizabeth Flanagan, Caye M. Drapcho","doi":"10.13031/ja.15411","DOIUrl":"https://doi.org/10.13031/ja.15411","url":null,"abstract":"Highlights Non-carbonate components of BG11 media impact TIC calculation on average 4.00 mg/L at high pH. BG11 media non-carbonate alkalinity (NCA) varies with pH: NCA (meq/L) = 0.0393×e 0.2075×pH + (2.086×10 -9 )e 1.860×pH . Monod kinetic constants with CO 2 , HCO 3 - , and CO 3 2- as inorganic carbon sources are improved from a previous report. Kinetic constants continue to be the only known reports considering multiple inorganic carbon sources. Algal stoichiometric reactions are developed that account for variation in cell content and carbon source. Abstract. Due to increasing atmospheric CO2, algal growth systems at high pH are of interest to support enhanced diffusion and carbon capture. Given the interactions between algal growth, pH, and alkalinity, data from Watson and Drapcho (2016) were re-examined to determine the impact of the non-carbonate constituents in BG11 media on estimates of Monod kinetic parameters, biomass yield, and cell stoichiometry. Based on a computational method, non-carbonate alkalinity (NCA) in BG11 media varies with pH according to: NCA (meq/L) = 0.0393×e0.2075×pH + (2.086×10-9)e1.860×pH (R2 = 0.999) over the pH range of 10.3 – 11.5. Updated maximum specific growth rates were determined to be 0.060, 0.057, and 0.051 hr-1 for CO2, HCO3, and CO3, respectively. Generalizable stoichiometric algal growth equations that consider variable nutrient ratios and multiple inorganic carbon species were developed. Improved kinetic and stoichiometric parameters will serve as the foundation for a dynamic mathematical model to support the design of high pH algal carbon capture systems. Keywords: Algae, Alkalinity, Carbon Abatement, Carbon Capture, Kinetics, Stoichiometry, Total Inorganic Carbon.","PeriodicalId":29714,"journal":{"name":"Journal of the ASABE","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135710166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Development of Empirical Correlations to Understand the Frictional Behavior of Aqueous Biomass Slurry Flows in Vertical Pipes 发展经验关系式以了解生物质水浆在垂直管道中的摩擦行为
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15498
Kashif Javed, Vinoj Kurian, Ajay Kumar
Highlights The frictional pressure drop correlation of agricultural residue-water slurry flows in vertical pipes is developed. Multiple linear regression with the backward elimination method was used in RStudio to obtain the optimal model. Some regression coefficients differ for different types of biomass feedstocks. The predicted pressure drops agree well with the experimental data within a 95% CI. Empirical models for the onset velocity of drag reduction of different particle sizes of biomass are proposed. Abstract. Large-scale biofuel production at levels equivalent to conventional oil refineries using long-distance pipeline hydro-transport of biomass can be a cleaner alternative to fossil fuels when it comes to economics and traffic congestion associated with the overland transportation of biomass. The transport of aqueous slurries of several saturated mass concentrations (5%-40%) and four particle sizes (from <3.2-19.2 mm) of two types of agricultural residue biomass (ARB) feedstock (corn stover and wheat straw) was studied through a vertical test section of a 29 m long, 50 mm diameter closed circuit pipeline facility, and frictional pressure drops were recorded at different flow rates (0.5-4.3 m s-1). A framework was developed in RStudio (4.0.5) to analyze the experimentally obtained frictional pressure drops of biomass slurries through a multiple linear regression approach using a backward elimination method and Akaike information criterion. An empirical model was proposed to predict slurry frictional pressure drop in terms of slurry velocity, slurry solid mass concentration, particle aspect ratio, and feedstock type. The model satisfactorily predicted the frictional pressure drops of both feedstocks of biomass-water slurry flows through pipes within a 95% confidence interval. The correlations introduced for onset velocities of drag reduction in terms of slurry solid mass concentrations seemed helpful to interpret the transition points of the corresponding slurries in vertical upward flows through pipes. The empirical correlation developed in this research could help select biomass slurry pumps and pipe dimensions when designing a typical long distance pipeline network for biofuel production at the commercial level. Keywords: Agricultural biomass wastes, Frictional loss prediction, Numerical model, Onset velocity correlation, Regression coefficients, Upward pipe flow.
重点建立了垂直管道中农用渣水浆体流动的摩擦压降关系式。在RStudio中使用多元线性回归和反向消去法来获得最优模型。对于不同类型的生物质原料,一些回归系数有所不同。在95% CI范围内,预测的压降与实验数据吻合良好。提出了不同粒径生物质减阻起始速度的经验模型。摘要大规模的生物燃料生产水平相当于传统的炼油厂,使用长距离管道水力输送生物质,当涉及到经济和与陆上生物质运输相关的交通拥堵时,可以成为化石燃料的更清洁的替代品。通过长29 m、直径50 mm的闭路管道装置,研究了两种农业秸秆生物质(ARB)原料(玉米秸秆和小麦秸秆)不同饱和质量浓度(5% ~ 40%)和四种粒径(<3.2 ~ 19.2 mm)的水浆的输运情况,并记录了不同流速(0.5 ~ 4.3 m s-1)下的摩擦压降。在RStudio(4.0.5)中开发了一个框架,采用倒向消去法和Akaike信息准则,采用多元线性回归方法对实验得到的生物质浆料摩擦压降进行分析。建立了基于料浆速度、料浆固体质量浓度、颗粒长径比和原料类型的料浆摩擦压降预测经验模型。该模型在95%的置信区间内较好地预测了生物质-水浆体管道两种原料的摩擦压降。根据浆体固体质量浓度引入的降阻起始速度的相关性似乎有助于解释相应浆体在垂直向上流过管道时的过渡点。本研究中开发的经验相关性可以帮助在设计用于商业层面的生物燃料生产的典型长距离管网时选择生物质浆泵和管道尺寸。关键词:农业生物质废弃物,摩擦损失预测,数值模型,起始速度相关,回归系数,管道向上流动
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引用次数: 0
Optimizing the Airflow Velocity Combinations Acting on Male Parent Rows for Hybrid Rice Pollination 杂交水稻父本行气流速度组合优化研究
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15233
Te Xi, Lunqing Sun, Yongwei Wang, Dong-Lin Li, Fake Shanno, Fuqiang Yao, Jun Wang
Highlights The effect of airflow velocity on pollen distribution was investigated under a large-scale planting mode. The response surface model between pollen distribution and airflow velocity was constructed. Multi-objective optimization of airflow velocity combinations was carried out using a genetic algorithm. The optimal airflow velocity ranges of the male parents are from 22.4 to 24 m/s, 23.1 to 27 m/s, and 23.5 to 24.1 m/s. Abstract. Pollination is the key link in hybrid rice seed production. The pneumatic pollination method can significantly improve pollination efficiency under large-scale planting mode. To investigate the effect of airflow velocity on pollen distribution in hybrid rice pollination, the velocities of airflow acting on different male parent rows were taken as the experimental factors. The pollen amount in per view and the variation rate of pollen distribution in female parent rows were used as experimental indices. Field experiments were carried out using a self-made pneumatic pollination experimental platform. The results showed that when the airflow acted on the male parents in the first and second rows of the adjacent female parent, the pollen dissemination distance was short when the airflow velocity was low, and the pollen was mainly deposited in the area near the male parents. With the increase in airflow velocity, the peak pollen amount in per view in the female parent rows gradually moved away from the male parent rows. But they are all in the female parent rows of the effective area. The total amount of pollen also increased. Due to the blocking effect of the outer male parent row, the pollen dissemination was restricted when the airflow alone acted on the third male parent row. The effect of airflow velocity on pollen distribution was not obvious. The experimental results of different airflow velocities acting on the parent row alone are used as the basis. The objective functions of pollen amount, distribution variation rate, and airflow velocities of each male parent row were established by response surface methodology. The multi-objective optimization of airflow velocity combinations was carried out by a genetic algorithm. The pollen distribution under different air velocity combinations was obtained. When the optimal airflow velocity ranges of the male parents in rows 1, 2, and 3 are 22.4 to 24 m/s, 23.1 to 27 m/s, and 23.5 to 24.1 m/s, respectively, pollination is uniform and sufficient. The research results can provide a basis for the development of pneumatic pollinators and the optimization of working parameters under large-scale planting mode. Keywords: Multi-objective parameter optimization, Pneumatic pollination machinery, Response surface modeling, Rice pollination.
在大规模种植模式下,研究了气流速度对花粉分布的影响。建立了花粉分布与气流速度的响应面模型。采用遗传算法对气流速度组合进行多目标优化。父本的最佳气流速度范围分别为22.4 ~ 24m /s、23.1 ~ 27m /s和23.5 ~ 24.1 m/s。摘要授粉是杂交水稻制种的关键环节。在大规模种植模式下,气动传粉方式可以显著提高传粉效率。为研究气流速度对杂交水稻授粉花粉分布的影响,以不同父本行气流速度为试验因子。以单观花粉量和母本行花粉分布变化率为试验指标。利用自制的气动授粉实验平台进行田间试验。结果表明:当气流作用于相邻母本第一、二排父本时,气流速度较低时花粉传播距离较短,花粉主要沉积在父本附近区域;随着气流速度的增加,雌本列各观花粉量峰值逐渐远离雄本列。但它们都在有效区域的母本排。花粉总量也有所增加。由于外父本排的阻挡作用,当气流单独作用于第三父本排时,花粉传播受到限制。气流速度对花粉分布的影响不明显。以不同气流速度单独作用于母排的实验结果为依据。利用响应面法建立了各父本行花粉量、分布变异率和气流速度的目标函数。采用遗传算法对气流速度组合进行多目标优化。得到了不同风速组合下花粉的分布情况。当第1排、第2排、第3排父本的最佳气流速度范围分别为22.4 ~ 24m /s、23.1 ~ 27m /s和23.5 ~ 24.1 m/s时,传粉均匀、充分。研究结果可为大规模种植模式下气动传粉昆虫的开发和工作参数的优化提供依据。关键词:多目标参数优化;气动传粉机械;响应面建模;
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引用次数: 0
Design and Verification of Metal Foreign Body Detection Device for Harvester Based on Eddy Current Effect 基于涡流效应的收割机金属异物检测装置设计与验证
4区 农林科学 Pub Date : 2023-01-01 DOI: 10.13031/ja.15185
Jizhong Wang, Yangchun Liu, Bo Zhao, Fengzhu Wang, Weipeng Zhang, Yang Li
Highlights Prevent metal foreign bodies from scratching the intestines of animals and damaging the harvest cutter. Highly integrated design of acquisition circuit. Application of electromagnetic simulation to verify the feasibility of the principle of eddy current effect. Establishment of Support Vector Machine Multi-Classification Algorithm Model. Abstract. Aiming at the problem that the metal foreign bodies mingled in the silage cause damage to the gastrointestinal tract of animals and livestock, as well as irreversible damage to the rotary cutter of the harvester, a metal foreign body detection and sensing device for the harvester feeding drum composed of multiple single coils and signal acquisition units was designed to realize real-time detection and alarm of metal foreign bodies during harvesting. The sensor adopted a monolithic design with high integration of the signal acquisition circuit, which has a strong anti-interference ability. First, the electromagnetic simulation model was established. According to the simulation analysis of the eddy current effect, when the metal foreign object enters the alternating magnetic field, the energy will be lost, and the equivalent impedance of the coil will change accordingly. Then, the existence of the metal foreign body can be determined by detecting the equivalent impedance Rp of the coil. Next, we adopted a support vector machine multi-classification algorithm to train the detection device. In this process, different sizes of metal (copper, aluminum, and iron) were used, which can effectively improve the sensitivity and accuracy of metal foreign body detection. Finally, the sensor was installed on the test stand for multi-scene simulation experiments. The results show that the metal detection sensor can quickly identify the existence of metal by detecting the equivalent impedance Rp based on the eddy current effect; at the same time, the size of this sensor for metal foreign body detection is limited to 0.6 mm in diameter, 12 mm in length, and 100 mm in maximum detecting distance. Keywords: Eddy current effect, Equivalent impedance, Harvester, Metal foreign body, Support vector machine.
防止金属异物划伤动物肠道,损坏切割机。采集电路的高度集成化设计。应用电磁仿真验证了涡流效应原理的可行性。支持向量机多分类算法模型的建立。摘要针对青贮饲料中混入的金属异物对畜禽胃肠道造成损伤,对收割机旋转切割器造成不可逆损伤的问题,设计了一种由多个单线圈和信号采集单元组成的收割机进料筒金属异物检测传感装置,实现了收采过程中金属异物的实时检测与报警。传感器采用单片设计,信号采集电路集成度高,抗干扰能力强。首先,建立电磁仿真模型。根据涡流效应的仿真分析,当金属异物进入交变磁场时,能量会损失,线圈的等效阻抗也会发生相应的变化。然后,可以通过检测线圈的等效阻抗Rp来确定金属异物的存在。接下来,我们采用支持向量机多分类算法对检测设备进行训练。在此过程中,使用了不同尺寸的金属(铜、铝、铁),可以有效提高金属异物检测的灵敏度和精度。最后将传感器安装在试验台上进行多场景仿真实验。结果表明:金属探测传感器基于涡流效应检测等效阻抗Rp,能够快速识别金属的存在;同时,该金属异物检测传感器的尺寸限制为直径0.6 mm,长度12mm,最大检测距离100mm。关键词:涡流效应,等效阻抗,收割机,金属异物,支持向量机
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引用次数: 0
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