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Numerical Simulation of Phosphine Movement in Bulk-Stored Grain 散贮粮食中磷化氢运动的数值模拟
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15378
S. Elsayed, M. Casada, R. Maghirang, Mingjun Wei, D. Maier
Highlights Develop a CFD model that reveals the detailed mechanisms of phosphine movement in bunkers. Evaluate factors that impact phosphine distribution in grain bunkers. Provide recommendations for best management practices for phosphine fumigation in bunkers. Abstract. Bunker storage is an inexpensive and, thus, popular method for medium- and long-term storage of wheat. To control insect infestations in bunker storage, phosphine (PH3) fumigant, released from aluminum phosphide (AlP) tablets, is commonly used, especially in Australia. For fumigation to be effective, a lethal concentration of PH3 throughout the bunker must be ensured. Because bunkers are exposed to ambient conditions, temperature gradients are created throughout the bunker, resulting in natural convection currents that move PH3 from areas around the fumigation points to the entire bunker. This research used computational fluid dynamics (CFD) simulation to investigate the effect of natural convection on fumigation in bunkers. The model was validated against published benchmarks and a field experiment with a full-scale bin with sorption and leakage. The effects of PH3 release points location, bunker shape, bunker orientation, leakage, sorption, ambient temperature fluctuation, and PH3 motion in 3D were studied. Results agreed well with the experimental data and provided various recommendations for best management practices for PH3 fumigations in bunkers. Results showed that diffusion and natural convection solely are insufficient in spreading out PH3 within bunkers. Further research is needed on the effects of tarpaulin billowing in relation to PH3 behavior. Keywords: Bin, Bunker, CFD, Fumigation, Natural convection, Phosphine, Porous media, Simulation, Sorption, Species transport, Wheat.
建立CFD模型,揭示掩体中磷化氢运动的详细机制。评价影响粮仓中磷化氢分布的因素。就掩体中磷化氢熏蒸的最佳管理做法提出建议。摘要地堡储存是一种廉价的,因此是小麦中长期储存的常用方法。为了控制仓仓储存库的虫害,通常使用磷化铝(AlP)片剂释放的磷化氢(PH3)熏蒸剂,特别是在澳大利亚。为了使熏蒸有效,必须确保整个掩体的PH3浓度达到致死水平。由于掩体暴露在环境条件下,整个掩体会产生温度梯度,从而产生自然对流,将PH3从熏蒸点周围的区域移动到整个掩体。本研究采用计算流体力学(CFD)模拟研究了自然对流对掩体熏蒸的影响。该模型通过公开的基准测试和具有吸附和泄漏的全尺寸桶的现场实验进行了验证。研究了PH3释放点位置、掩体形状、掩体方向、泄漏、吸附、环境温度波动和PH3三维运动的影响。结果与实验数据吻合良好,并为掩体PH3熏蒸的最佳管理实践提供了各种建议。结果表明,仅靠扩散和自然对流对掩体内PH3的扩散是不够的。篷布翻滚对PH3行为的影响有待进一步研究。关键词:仓,仓,CFD,熏蒸,自然对流,磷化氢,多孔介质,模拟,吸附,物种迁移,小麦
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引用次数: 0
Comparative Studies on Continuous Radio Frequency Treatment of Granular Foods Under Belt and Double Screw Conveying: A Case Study of Disinfesting Dried Jujubes 带式与双螺杆输送连续射频处理颗粒状食品的比较研究——以干枣除虫为例
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15404
Hongyue Li, Jin Wang, Chengyou Kang, Rui Li, Shaojin Wang, B. Ling
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引用次数: 0
Evaluation of Low-Cost UV-Vis Spectroscopy for Measuring Nitrate Using Synthetic Water Samples 低成本紫外可见光谱法测定合成水样硝酸盐的评价
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15502
J. Carter, A. Sarkees, A. Singh, E. Bean
Highlights A novel low-cost, modular spectroscopy system is compared to a standard system using synthetic samples, principal component analysis, and partial least squares regression. The information contained in the data produced by the two systems is similar according to principal component analysis. The low-cost system was able to accurately predict nitrate concentrations in concentrated and diluted samples using partial least squares regression. The methodology could be applied to water quality analysis in agriculture and water resources management. Abstract. Water quality data collection is an essential component of water systems management. For instance, the effective management of nutrients in hydroponic systems is necessary for maximizing yields efficiently and sustainably. Additionally, nutrients in natural and engineered waterbodies must be monitored to ensure they are meeting the required chemical characteristics for their ecological and social functions. However, conventional water quality data collection methods place limitations on water systems management due to their high resource requirements. Nitrate (NO3) is a major nutrient in ecological and agricultural systems, which can be reliably measured with ultraviolet-visible (UV-Vis) spectroscopy, a highly established technique for water quality analysis. The goal of this research was to evaluate a novel, low-cost, modular UV-Vis spectroscopy setup (GatorSpec) for the measurement of NO3 concentration in chemically complex solutions. UV-Vis absorbance of synthetic samples was measured using the GatorSpec and a commonly used bench-top laboratory spectroscopy system, the NanoDrop2000C. These data were analyzed using principal component analysis (PCA) to compare the spectral data produced by each system and partial least squares (PLS) regression to compare their ability to predict NO3 concentration. Results showed that data from both measurement systems were similar, indicating that the low-cost GatorSpec provided similar measurement accuracy to that of the laboratory reference system, the NanoDrop2000C. The PLS results revealed that for the diluted samples, the models derived from both systems were very good at predicting NO3 concentration. With these outcomes, it can be concluded that the GatorSpec is effective at measuring NO3 concentration in complex solutions and is comparable in performance to that of the NanoDrop2000C. In the future, this low-cost setup could be used to manage NO3 concentrations more efficiently in various applications such as hydroponic plant production, environmental monitoring, and stormwater treatment, which, in turn, could reduce the economic and environmental costs of these systems. Keywords: Low-cost, Synthetic samples, Ultraviolet-visible absorption spectroscopy, Water quality.
利用合成样品、主成分分析和偏最小二乘回归,将一种新型的低成本模块化光谱系统与标准系统进行了比较。根据主成分分析,两个系统产生的数据所包含的信息相似。该低成本系统能够使用偏最小二乘回归准确预测浓缩和稀释样品中的硝酸盐浓度。该方法可应用于农业水质分析和水资源管理。摘要水质数据收集是水系统管理的重要组成部分。例如,对水培系统中的养分进行有效管理对于有效和可持续地最大化产量是必要的。此外,必须监测天然和工程水体中的营养物质,以确保它们符合其生态和社会功能所需的化学特性。然而,传统的水质数据收集方法由于对资源的高要求而限制了水系统的管理。硝酸盐(NO3)是生态和农业系统中的主要营养物质,可以用紫外-可见光谱(UV-Vis)技术可靠地测量,这是一种成熟的水质分析技术。本研究的目的是评估一种新型的、低成本的、模块化的紫外-可见光谱装置(GatorSpec),用于测量化学复杂溶液中的NO3浓度。使用GatorSpec和常用的台式实验室光谱系统NanoDrop2000C测量合成样品的UV-Vis吸光度。利用主成分分析(PCA)比较各系统产生的光谱数据,并利用偏最小二乘(PLS)回归比较其预测NO3浓度的能力。结果表明,两种测量系统的数据相似,表明低成本的GatorSpec提供了与实验室参考系统NanoDrop2000C相似的测量精度。PLS结果表明,对于稀释后的样品,两种体系的模型都能很好地预测NO3浓度。根据这些结果,可以得出结论,GatorSpec在测量复杂溶液中的NO3浓度方面是有效的,并且在性能上与NanoDrop2000C相当。在未来,这种低成本的装置可用于在各种应用中更有效地管理NO3浓度,如水培工厂生产,环境监测和雨水处理,这反过来又可以降低这些系统的经济和环境成本。关键词:低成本,合成样品,紫外可见吸收光谱,水质
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引用次数: 0
Dairy Cow Thermal Balance Model During Heat Stress: Part 1. Model Development 奶牛热应激过程中的热平衡模型:第1部分。模型开发
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15190
Chad R. Nelson, K. Janni
Highlights Equations for a modified steady-state thermal balance model solved with a spreadsheet are described. The modified model describes heat exchange between lactating cows and the surrounding environment. New relations were used for tissue insulation, sweat rate, longwave radiation, and convective heat exchange. A companion paper compares model results to published body temperatures, respiration rates, and skin temperatures. Abstract. Dairy cow heat stress impacts cow well-being, reduces milk yield, and leads to economic losses. Understanding heat stress mechanics supports ongoing and future efforts to mitigate heat stress. The purpose of this project was to modify a steady-state heat transfer model developed by McGovern and Bruce (2000) by incorporating work by Berman (2005), McArthur (1987), Turnpenny et al. (2000a,b), Thompson et al. (2014), Gwadera et al. (2017), two new empirical relations for tissue insulation and sweat rate, and a new solution method that allowed for overlapping changes in heat exchange. The modified model describes heat exchange between a lactating cow and the environment through respiration, convection, sweating, and shortwave and longwave radiation. This article describes the process-based model equations, compares results from the two new empirical relations used to published work, and presents the inputs and results for a cow on pasture in sunlight. The modified model, which can be solved with a spreadsheet, provides insight into factors and processes that affect lactating cow heat exchange. A companion paper compares the modified model results with published average measured body temperatures, respiration rates, and skin temperatures and unpublished body temperature data for cows on pasture in the sunshine. Keywords: Body temperature, Dairy, Heat stress, Lactating cow, Respiration rate, Thermal balance model.
重点描述了用电子表格求解的改进稳态热平衡模型的方程。修正后的模型描述了泌乳奶牛与周围环境之间的热交换。在组织绝缘、排汗率、长波辐射和对流换热之间建立了新的关系。另一篇论文将模型结果与公布的体温、呼吸速率和皮肤温度进行了比较。摘要奶牛热应激会影响奶牛的健康,降低产奶量,并导致经济损失。了解热应激机制有助于当前和未来减轻热应激的努力。该项目的目的是修改McGovern和Bruce(2000)开发的稳态传热模型,纳入Berman (2005), McArthur (1987), Turnpenny等人(2000a,b), Thompson等人(2014),Gwadera等人(2017)的工作,组织隔热和出汗率的两个新的经验关系,以及允许热交换重叠变化的新解决方法。修正后的模型描述了泌乳奶牛与环境之间通过呼吸、对流、出汗、短波和长波辐射进行的热交换。本文描述了基于过程的模型方程,比较了两种新的经验关系的结果,并给出了奶牛在阳光下放牧的输入和结果。修改后的模型可以用电子表格解决,它提供了对影响泌乳奶牛热交换的因素和过程的深入了解。另一篇论文将修正后的模型结果与已发表的平均测量体温、呼吸速率、皮肤温度和未发表的奶牛在阳光下放牧的体温数据进行了比较。关键词:体温,奶牛,热应激,泌乳奶牛,呼吸速率,热平衡模型
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引用次数: 0
Value-Added Application of Bourbon Spent Grain and Proso Millet for High-Fiber Extruded Product 波旁谷和普罗索谷子在高纤维挤压制品中的增值应用
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15507
Joseph Woomer, R. Schendel, Jennifer Lovely, P. Vijayakumar, A. Adedeji
Highlights Distillers spent grain (DSG) constitutes a major disposal problem for the bourbon industry. The impact of DSG particle size and addition level on the quality attributes of extruded products was evaluated. Particle size and addition level modulated the extrusion of DSG-proso millet-based extrudate. Some quality of extrudates with up to 10% DSG addition level and 300 µm particle size compared favorably with the control. Abstract. Bourbon is an important export for the US, especially in the state of Kentucky, which accounts for 95% of global production. The disposal of the main byproduct of bourbon distilling is a major problem for the industry. Distiller’s spent grain (DSG) produced contains insoluble and soluble fibers and protein, making it an attractive option as a health-promoting functional ingredient in food production. The objective of this research was to determine the DSG properties needed for the development of high-fiber extruded products with millet as the base-starch ingredient. Samples were produced using a co-rotating twin-screw extruder. A two-way factorial design was used to test the effect of DSG particle size (180, 300, and 500 µm) and addition levels (5%, 10%, and 15%) on some physico-functional properties of the extrudates, such as specific mechanical energy, water solubility index, water absorption index, radial expansion ratio, fracturability, hardness, porosity, degree of gelatinization, and pasting properties. In general, higher DSG addition levels resulted in decreased radial expansion and porosity, and created harder, bulkier, and darker color products. However, samples produced with medium particle size DSG (300 µm) at 5% addition level saw no significant decrease in expansion or hardness compared to the control (0% DSG). Similarly, at 10% DSG addition level and coarse (500 µm) particle size, there was no significant difference in porosity compared to the control group. This study shows that optimized particle size and DSG addition level allow the incorporation of bourbon spent grain into an extruded-expanded product without significant loss of attributes but with higher dietary fiber content. Keywords: Bourbon, Distillers Spent Grain, Extrusion, High-fiber, Proso Millet.
蒸馏器的废谷物(DSG)构成了波旁威士忌工业的主要处理问题。评价了DSG粒度和添加量对挤出产品质量属性的影响。颗粒大小和添加量对DSG-proso颗粒基挤出物的挤出有调节作用。高达10%的DSG添加水平和300µm粒度的挤出物的一些质量与对照组相比有利。摘要波旁威士忌是美国的重要出口产品,尤其是在肯塔基州,占全球产量的95%。波旁威士忌蒸馏的主要副产品的处理是该行业的一个主要问题。生产的酒糟(DSG)含有不溶性和可溶性纤维和蛋白质,使其成为食品生产中促进健康的功能性成分的有吸引力的选择。本研究的目的是确定开发以小米为基础淀粉成分的高纤维挤压产品所需的DSG特性。样品是用同向旋转双螺杆挤出机生产的。采用双向因子设计测试了DSG粒径(180、300和500µm)和添加量(5%、10%和15%)对挤出物某些物理功能性能的影响,如比机械能、水溶性指数、吸水指数、径向膨胀比、可裂性、硬度、孔隙率、糊化程度和糊化性能。一般来说,较高的DSG添加水平导致径向膨胀和孔隙率降低,并产生更硬,体积更大,颜色更深的产品。然而,在5%的添加水平下,中等粒径DSG(300µm)的样品与对照组(0% DSG)相比,膨胀率或硬度没有显著降低。同样,在10%的DSG添加水平和粗粒度(500µm)下,与对照组相比,孔隙率没有显著差异。本研究表明,优化后的颗粒尺寸和DSG添加量可以使波旁谷废粒在挤压膨化产品中没有明显的性状损失,但膳食纤维含量较高。关键词:波旁威士忌,酒糟,挤压,高纤维,普罗索谷子
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引用次数: 0
Microwave-Cooking of Rice in Steam-Venting Packages and Impacts on Quality Attributes 蒸包大米微波蒸煮及其对品质的影响
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15382
Eva Owusu, K. Luthra, G. Atungulu
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引用次数: 0
Effect of Increased Deflection Tire Technology on Soil Compaction 增大偏转轮胎技术对土壤压实的影响
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.14794
M. Tekeste, T. Way, Wayne Birkenholz, Sally Brodbeck
Highlights IF and VF agricultural radial tires are capable of carrying a greater load at the same inflation pressure than a standard radial tire. For this MFWD tractor and central-fill planter, the rear tractor tire is the main source of soil compaction during planting. The peak soil stress for the rear tractor tire was greater for standard radial tire inflation pressures than for IF radial tire inflation pressures. Potential soil compaction is expected to be greater for standard radial tire inflation pressures than for IF radial tire inflation pressures. Abstract. New agricultural tire standards, designated as Increased Flexion (IF) and Very High Flexion (VF), have been introduced for agricultural machines that offer larger contact areas compared to the standard radial tire carrying the same axle load. Limited studies have been conducted on how the newly adopted IF tires and precision tire inflation pressure management systems affect soil compaction, fuel economy, and crop yield responses. This study aimed to investigate the effects of field and transport (road) tire inflation pressure settings of row-crop agricultural tractor and planter tires on soil compaction. A completely randomized design experiment was conducted at the Iowa State University farm at Boone, Iowa, for two tire inflation pressure levels on the dual front (Firestone IF 420/85R34) and dual rear (Firestone IF 480/80R50) tires on a John Deere 8310R MFWD tractor, as well as transport tires (Super single 445/50R22.5) on a John Deere DB60 central-fill planter. Soil compaction was measured using Stress State Transducers (SSTs) buried at 150 mm and 300 mm depths beneath the untrafficked soil surface. The soil cone index depth profile was measured at the tire centerline before and after the tractor and planter tire passes. After the tractor and planter tire passes, rut depth was also measured at the tire centerline. Peak octahedral normal stress (soct) and the corresponding octahedral shear stress (toct) values in soil were calculated from the SST data. The peak soct for the rear tractor tire was significantly greater for the Standard Radial Tire Pressures treatment than for the IF Radial Tire Pressures treatment. The tire inflation pressure treatment did not significantly affect the peak soct for the front tractor tire and the planter transport tire. For this tractor and planter configuration, soil stress results identify the rear tractor tires as the main source of soil compaction during planting. The Standard Radial Tire Pressures treatment caused significantly higher soil cone index and soil rut depth compared with the IF Radial Tire Pressures (P < 0.05). As indicated by soil stresses, potential soil compaction from the tractor and planter transport tires is expected to be greater for standard radial tire inflation pressures than for IF radial tire inflation pressures. Keywords: Increased Flexion (IF) radial tire, Soil compaction, Soil cone index,
中频和VF农用子午线轮胎能够在相同的充气压力下比标准子午线轮胎承载更大的载荷。对于MFWD拖拉机和中央填充播种机,拖拉机后轮胎是种植过程中土壤压实的主要来源。标准子午线轮胎充气压力下拖拉机后轮胎的峰值土应力大于IF子午线轮胎充气压力下的峰值土应力。标准子午线轮胎充气压力下的潜在土壤压实比IF子午线轮胎充气压力下的更大。摘要新的农用轮胎标准,被指定为增加挠度(IF)和极高挠度(VF),已被引入农业机械,提供更大的接触面积相比,标准子午线轮胎承载相同的轴载荷。关于新采用的IF轮胎和精密轮胎充气压力管理系统如何影响土壤压实、燃油经济性和作物产量的响应,已经进行了有限的研究。本研究旨在探讨大田和运输(道路)轮胎充气压力设置的行作物农业拖拉机和播种机轮胎对土壤压实的影响。在爱荷华州布恩的爱荷华州立大学农场进行了一项完全随机设计实验,对约翰迪尔8310R MFWD拖拉机上的双前胎(Firestone IF 420/85R34)和双后胎(Firestone IF 480/80R50)以及约翰迪尔DB60中央填充种植机上的运输轮胎(超级单胎445/50R22.5)的两个轮胎充气压力水平进行了研究。使用应力状态传感器(SSTs)测量土壤压实度,埋设在未交通的土壤表面下150 mm和300 mm深度。在拖拉机和播种机轮胎通过前后的轮胎中心线处测量了土壤锥指数深度剖面。在拖拉机和播种机轮胎通过后,还在轮胎中心线处测量车辙深度。根据海表温度数据计算了土体的峰值八面体正应力(soct)和相应的八面体剪应力(toct)值。标准子午线胎压处理后拖拉机轮胎的峰值sot明显大于IF子午线胎压处理。轮胎充气压力处理对前拖拉机轮胎和播种机运输轮胎的峰值温度没有显著影响。对于这种拖拉机和播种机配置,土壤应力结果表明拖拉机后轮胎是种植过程中土壤压实的主要来源。标准子午线胎压处理显著高于中频子午线胎压处理(P < 0.05)。如土壤应力所示,在标准子午线轮胎充气压力下,拖拉机和播种机运输轮胎产生的潜在土壤压实量预计大于IF子午线轮胎充气压力。关键词:增弯子午线轮胎,土压实,土锥指数,土应力状态,轮胎充气压力
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引用次数: 3
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 Q3 AGRICULTURAL ENGINEERING 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
Optimized Chassis Stability Relative to Dynamic Terrain Profiles in a Self-Propelled Sprayer Multibody Dynamics Model 自走式喷雾器多体动力学模型中基于动态地形剖面的底盘稳定性优化
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15230
Bailey Adams, M. Darr, Aditya Shah
Highlights This study presented a new optimization methodology using a prismatic joint with high stiffness and damping. The virtual suspension model contained the main bodies, an optimization subsystem, and a free-floating cylinder. Under aggressive terrain, an optimized chassis platform resulted in a 19.5% increase in boom height stability. Abstract. Multibody dynamics (MBD) models are continuing to be valuable for engineering design and product development, especially regarding subsystem optimization. Most MBD optimization processes begin with a sensitivity analysis of treatment factors and levels to understand how uncertainty in model inputs can be attributed to different sources of uncertainty within model outputs; however, this study developed a new MBD methodology to automatically determine the optimized dynamic chassis suspension responses on each corner of the vehicle from a single simulation for a self-propelled sprayer model as the chosen application use-case. This technique leveraged a prismatic joint (with a high spring stiffness and damping coefficient) connected between the chassis mainframe and the simplified optimization tire to create a distance constraint that held the chassis body at a near-consistent height above the ground. Then the solver optimized the response of the chassis suspension system to maintain a stable chassis platform relative to the terrain beneath it as the vehicle traversed across dynamic terrain conditions. This optimization response was also accomplished by replacing the baseline chassis suspension components with a free-floating cylinder, which permitted the unrestricted, optimized motion needed to keep the chassis body at a near-level position with respect to the roll and pitch profiles of the terrain. For a simulation with an aggressive terrain configuration, the analysis showed that an optimized suspension system resulted in a 46% decrease in operator comfort and a 19.5% increase in overall boom height stability as the boom height control system better maintained a dynamic position closer to the specified target height. Keywords: Boom height, Chassis suspension, Multibody dynamics (MBD), Optimization, Prismatic joint, Simulation, Terrain.
本研究提出了一种采用高刚度、高阻尼的移动关节的优化方法。虚拟悬架模型包含主体、优化子系统和自由悬浮气缸。在恶劣地形下,优化后的底盘平台使臂架高度稳定性提高了19.5%。摘要多体动力学(MBD)模型在工程设计和产品开发中,特别是在子系统优化方面,仍然具有重要的价值。大多数MBD优化过程始于对处理因素和水平的敏感性分析,以了解模型输入中的不确定性如何归因于模型输出中的不同不确定性来源;然而,本研究开发了一种新的MBD方法,可以通过对自行喷雾器模型的单一仿真,自动确定车辆每个角落的优化动态底盘悬架响应。该技术利用连接底盘主机和简化优化轮胎之间的移动关节(具有高弹簧刚度和阻尼系数)来创建距离约束,使底盘车身保持在离地面几乎一致的高度。然后,求解器对底盘悬架系统的响应进行优化,使车辆在穿越动态地形条件时,保持底盘平台相对于其下方地形的稳定。通过将底盘悬挂组件替换为一个自由浮动的圆柱体,可以实现不受限制的优化运动,从而使底盘车身相对于地形的横倾和俯仰轮廓保持在接近水平的位置,从而实现了优化响应。对于具有恶劣地形配置的仿真,分析表明,优化的悬架系统使操作人员的舒适度降低了46%,而整体臂架高度稳定性提高了19.5%,因为臂架高度控制系统更好地保持了更接近指定目标高度的动态位置。关键词:臂架高度,底盘悬架,多体动力学,优化,移动关节,仿真,地形
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引用次数: 1
Impacts on Teamwork Performance for an Engineering Capstone in Emergency Remote Teaching 应急远程教学对工程顶点团队合作绩效的影响
4区 农林科学 Q3 AGRICULTURAL ENGINEERING Pub Date : 2023-01-01 DOI: 10.13031/ja.15265
Brandi Brown, Miguel Fudolig, T. Brown-Brandl, Deepak R. Keshwani
Highlights Teamwork data from engineering capstone courses were analyzed to detect impacts of emergency remote teaching. The Comprehensive Assessment for Team-Member Effectiveness (CATME) data was analyzed via statistical modeling. Qualitative data attained from student responses were analyzed for patterns. Students found the lack of team camaraderie even more challenging than limitations on testing designs. This study offers avenues for developing engineering students’ teamwork skills in remote settings. Abstract. The onset of the global pandemic forced universities to rapidly shift to emergency remote teaching (ERT), which could cause even more perturbations for engineering courses with a hands-on, project-oriented focus. Thus, the purpose of this project was to gain a data-driven appreciation of how teamwork performance was impacted for engineering students in this environment and recommend focus areas for instructional designers. The Comprehensive Assessment for Team-Member Effectiveness (CATME) tool was used to assess different aspects of teamwork performance for 108 students in an undergraduate engineering capstone course during an in-person course offered in 2019-2020 (pre-pandemic) and an ERT course offered in 2020-2021 at a major Midwestern university. The classes were divided into teams for their capstone projects using the CATME Team-Maker tool. Students were asked to rate their teammates at the beginning, middle, and end of the course across five CATME dimensions: (1) Contribution to Team’s Work, (2) Interacting with Teammates, (3) Keeping the Team on Track, (4) Expecting Quality, and (5) Having Relevant Knowledge, Skills, and Abilities (KSAs). Statistical modeling was implemented to decipher how ratings differed throughout the year in each course as well as to identify specific CATME areas that varied between the in-person and ERT courses. A qualitative assessment was also implemented for the ERT course based on student responses to a prompt that asked them to comment on how the pandemic impacted their personal and team performance. Results revealed that engineering students showed a significant reduction in three categories in the ERT course compared to in-person: Contributing to Team’s Work, Expecting Quality, and Having Relevant KSAs. Interestingly, these three categories deal largely with student motivation toward team efforts, which was echoed in the qualitative assessment. The majority of alarming comments made by students were regarding not being able to build camaraderie with their teammates in the ERT environment. It was surprising to find that engineering students found this lack of team camaraderie even more challenging than the limitations on testing their designs. Thus, more data-driven analyses are necessary to examine which methods and technologies are ideal for teleworking project-based courses in terms of facilitating team bonding, helping teams brainstorm, and fostering more en
重点分析来自工程顶点课程的团队合作数据,以检测紧急远程教学的影响。通过统计建模对团队成员效能综合评价(CATME)数据进行分析。从学生的回答中获得的定性数据进行了模式分析。学生们发现,缺乏团队友爱甚至比测试设计的限制更具挑战性。本研究为培养工科学生在远程环境下的团队合作能力提供了途径。摘要全球大流行的爆发迫使大学迅速转向紧急远程教学(ERT),这可能会给注重实践、以项目为重点的工程课程带来更多的干扰。因此,这个项目的目的是获得一个数据驱动的欣赏团队合作的表现是如何影响工程专业的学生在这种环境中,并建议教学设计师的重点领域。团队成员有效性综合评估(CATME)工具用于评估中西部一所主要大学在2019-2020年(大流行前)开设的面对面课程和2020-2021年开设的ERT课程中108名本科工程顶点课程学生的团队合作绩效的不同方面。这些班级被分成小组,使用CATME Team-Maker工具完成他们的顶点项目。学生们被要求在课程开始、中间和结束时对他们的队友进行五个CATME维度的评分:(1)对团队工作的贡献,(2)与队友的互动,(3)保持团队的正轨,(4)期望质量,(5)拥有相关的知识、技能和能力(KSAs)。采用统计模型来解读每门课程全年的评分差异,以及确定面对面课程和ERT课程之间的特定CATME区域差异。还对应急培训课程进行了定性评估,根据学生对要求他们评论大流行如何影响其个人和团队表现的提示的反应进行了评估。结果显示,与面对面的学生相比,工程专业学生在ERT课程中有三个方面显着减少:为团队工作做出贡献,期望质量和拥有相关的ksa。有趣的是,这三个类别主要涉及学生对团队努力的动机,这在定性评估中得到了回应。学生们提出的大多数令人担忧的评论都是关于在ERT环境中无法与队友建立友情。令人惊讶的是,工程专业的学生发现,缺乏团队精神甚至比测试他们设计的限制更具有挑战性。因此,需要更多的数据驱动分析来检查哪些方法和技术是基于远程工作项目的课程的理想选择,以促进团队联系,帮助团队进行头脑风暴,并促进团队成员之间更有吸引力的沟通。未来的努力应该建立在这一探索性研究的基础上,采用更大的样本量,以便结果可以推广到所有课程,并提供对亚人群(如种族、性别或国际地位)之间差异的见解。
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引用次数: 0
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