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1.
针对目标估计过程需要大量人工参与、自动化程度低的问题,提出了基于数据质量评价的目标估计方法。利用目标数据质量评价方法,对不同传感器得到的目标数据质量进行科学、有效的测度和评价,并根据质量得分动态调整各数据源在目标估计过程中所占的权重,从而减少人工干预,提高目标估计效能。仿真试验结果证明了该方法的有效性。  相似文献   
2.
《Journal of dairy science》2022,105(5):4171-4188
Based on modeling studies, a 1-yr calving interval for dairy cows is generally considered optimal from an economic point of view. Recently some dairy farmers are deliberately extending the voluntary waiting period for insemination (VWP) to extend the calving interval. Reasons to extend the VWP are to reduce the frequency of transitions such as dry-off and calving to improve health, to reduce labor associated with these transitions, and to reduce the number of surplus calves. This study aimed to evaluate yearly revenues, yearly costs, and yearly net partial cash flow (NPCF) for individual cows with a VWP of 50, 125, or 200 d based on data from a randomized control trial. The NPCF included revenues and costs for milk yield, calves born, inseminations, concentrate supply, partial mixed ration (PMR) supply, veterinary treatments, discarded milk due to veterinary treatments, culling, and labor (for milking, calving cows, inseminations, and veterinary treatments). Holstein-Friesian dairy cows (n = 153) within one herd were blocked for parity, calving season, and expected (primiparous cows) or previous (multiparous cows) 305-d milk yield. Cows were randomly assigned within the blocks to 1 of 3 VWP (VWP50, VWP125, or VWP200) in wk 6 after calving, and monitored from wk 6 after calving until wk 6 after the next calving or until culling. Revenues and costs were calculated per individual cow and expressed per cow per year. Revenues from milk and costs for PMR and concentrate contributed most to the yearly NPCF. Total yearly revenues were greater in VWP50 compared with VWP200 (€3,169 vs. €2,832), mainly because of €334 greater milk revenues. Total yearly costs were also greater in VWP50 compared with VWP200 (€1,964 vs. €1,729), mainly because of €102 greater concentrate costs. The VWP was not significantly associated with the NPCF per cow per year. A change in milk, feed, or calf price, or a change in labor costs for calving cows or for inseminations had a greater effect on the yearly NPCF of cows in VWP50 compared with cows in VWP200. To investigate variation in NPCF, cows were grouped for yearly NPCF and categorized into 3 economic classes (EC): EC1 (<€1,100/yr), EC2 (€1,100–€1,400/yr), and EC3 (>€1,400/yr). Cows in EC3 had greatest lactation production per day in the experiment (i.e., kg of milk, protein, fat, lactose), and lowest number of veterinary treatments during the experiment.  相似文献   
3.
机器翻译译文质量估计(Quality Estimation,QE)是指在不需要人工参考译文的条件下,估计机器翻译系统产生的译文的质量,对机器翻译研究和应用具有很重要的价值。机器翻译译文质量估计经过最近几年的发展,取得了丰富的研究成果。该文首先介绍了机器翻译译文质量估计的背景与意义;然后详细介绍了句子级QE、单词级QE、文档级QE的具体任务目标、评价指标等内容,进一步概括了QE方法发展的三个阶段: 基于特征工程和机器学习的QE方法阶段,基于深度学习的QE方法阶段,融入预训练模型的QE方法阶段,并介绍了每一阶段中的代表性研究工作;最后分析了目前的研究现状及不足,并对未来QE方法的研究及发展方向进行了展望。  相似文献   
4.
Knowledge distillation has become a key technique for making smart and light-weight networks through model compression and transfer learning. Unlike previous methods that applied knowledge distillation to the classification task, we propose to exploit the decomposition-and-replacement based distillation scheme for depth estimation from a single RGB color image. To do this, Laplacian pyramid-based knowledge distillation is firstly presented in this paper. The key idea of the proposed method is to transfer the rich knowledge of the scene depth, which is well encoded through the teacher network, to the student network in a structured way by decomposing it into the global context and local details. This is fairly desirable for the student network to restore the depth layout more accurately with limited resources. Moreover, we also propose a new guidance concept for knowledge distillation, so-called ReplaceBlock, which replaces blocks randomly selected in the decoded feature of the student network with those of the teacher network. Our ReplaceBlock gives a smoothing effect in learning the feature distribution of the teacher network by considering the spatial contiguity in the feature space. This process is also helpful to clearly restore the depth layout without the significant computational cost. Based on various experimental results on benchmark datasets, the effectiveness of our distillation scheme for monocular depth estimation is demonstrated in details. The code and model are publicly available at : https://github.com/tjqansthd/Lap_Rep_KD_Depth.  相似文献   
5.
龙军   李录会   李永金 《中州煤炭》2022,(8):184-189,204
为分析煤场采煤区防风抑尘网抑尘效果,采用三维棱台模拟煤场采煤区料堆,设计煤场采煤区几何模型,以及由质量和动量守恒方程组成防尘控制方程,依据几何模型和控制方程,采用Fluent6.3软件模拟抑尘网和其料堆附近流场数值,模拟过程中将动量方程作为动量损失源项,同时从孔隙率这个概率值估计角度出发,研究抑尘网不同类别和大小的孔隙率下,煤场采煤区料堆附近流场特性和料堆表明剪切力变化情况。结果显示,在孔隙率为均匀状态下,料堆迎风面孔隙率大于0.60时,其中下部分抑尘效果显著;当孔隙率低于0.45时,料堆高度在90~150 m内,剪切力逐渐降低,可使抑尘作用增强;料堆背面孔隙率大小发生变化时,剪切力的变化较小;在非均匀孔隙率为0.30/0.75的情况下,随着料堆坡面高度的变化,迎风面剪切应力呈现小幅度上升后下降又上升的变化趋势,在坡面高度位置在-30 m开始,呈现明显下降趋势;并且料堆背风面的剪切力变化趋势一致。比较均匀和非均匀2种孔隙率,非均匀孔隙率的防尘网抑风防尘效果最佳,其表面剪切力总和为110.6 N,低于均匀孔隙率的面剪切力总和。  相似文献   
6.
由于牧场牛只分布不均以及尺度变化大,传统的目标计数算法在畜牧领域计数精度不高,且用于研究的牛只数据集较少。针对这些问题创建了一个用于牛只密度估计的数据集,并提出了一种基于多尺度残差视觉信息融合的牧场牛只数量估计方法。该方法利用多个并列且空洞率不同的空洞卷积提取牛只目标的多尺度特征,并将残差结构与小空洞率卷积相结合,设计出更适合牛只活体计数的深度神经网络,从而缓解了由空洞卷积带来的“网格效应”的影响,同时能更好地适应牛只的多尺度变化。在牛只密度数据集中,该方法取得了最低的平均绝对误差(MAE)和均方根误差(RMSE)。此外,在密集人群数据集中,该方法的MAE和RMSE也属于最优或次优结果。实验结果表明,该方法不仅适用于牛只场景的数量估计,在人群密度估计中也有较高的准确性和鲁棒性。  相似文献   
7.
In this article, the memory-based dynamic event-triggered controller design issue is investigated for networked interval type-2 (IT2) fuzzy systems under non-periodic denial-of-service (DoS) attacks. For saving limited network bandwidth, a novel memory-based dynamic event-triggered mechanism (DETM) is proposed to schedule data communication. Unlike existing event-triggered generators, the developed memory-based DETM can utilize a series of newly released signals and further save network resources by introducing interval dynamic variables. Moreover, to improve design flexibility, an IT2 fuzzy controller with freely selectable fuzzy rule number and premise membership functions (MFs) is synthesized. Then, a new switched time-delay system with imperfectly matched MFs is established under the consideration of memory-based DETM and DoS attacks simultaneously. Besides, based on the property of MFs, the boundary information of membership grades and slack matrices are introduced in the stability analysis. Furthermore, by using a piecewise Lyapunov–Krasovskii method, membership-functions-dependent criteria are deduced to ensure the asymptotic stability of built fuzzy switched systems. Finally, the effectiveness of proposed control strategies is demonstrated by simulation examples.  相似文献   
8.
以某厂1吨双环式熔沟有芯感应炉为研究对象,通过ANSYS仿真软件耦合k–?标准方程和磁流体力学模型(MHD)建立了数值仿真模型,研究了熔沟内流场状态与温度分布,及不同熔沟间距与不同宽厚比对熔沟功率密度和熔沟顶面流速的影响。结果表明熔沟间距在275 mm~345 mm变化时,熔沟热值最大,约为410 kJ,功率密度为0.018 W/mm3;而随着宽厚比增加,熔沟热值逐渐下降。流场结果显示熔沟两侧沟道内熔体流速较快,并以螺旋式从熔沟两侧流向炉膛,到达熔沟顶面时速度最高达到0.297 m/s,炉膛内熔体在重力作用下流入中心沟道,下行熔体受到两侧熔沟射流的影响在熔沟上部形成纵向涡心。从熔沟中心沟道上方开始,沿着熔沟方向向熔沟两侧移动,熔体温度逐渐升高,在熔沟两侧拐角处最大,最大温差为12.9 ℃。  相似文献   
9.
There are several methods for estimating bed shear stress in the literature, but comprehensive comparisons among them are limited and under specific conditions. This study compared these methods first on a bare smooth bed, and then for a single geobag on a rough bed in the interest of determining the stability of geobags used in riverbank protection structures. The geobag was filled with cement or sand and tested under different open channel flow conditions. The turbulent kinetic energy method appeared to best represent the local bed shear stress on the geobag when using the newly calibrated proportionality constants. The Reynolds stress method via extrapolation was relatively unaffected by changes to the geobags shape and measurement locations, suggesting this method inadequately represents the local bed shear stress. The Patel method and the universal law of the wall method failed to represent local bed shear stress in the rough bed cases due to instrument limitations and the breakdown of the law of the wall. This study highlights the impact of different methods on the bed shear stress estimation.  相似文献   
10.
随着我国智能矿山建设的持续推进与深入应用,生产过程管控的数字化与信息化已成为矿山智能生产的重要内容,其关键在于大幅提高对于生产信息在内容上的精确把握程度与时效上的精准控制水平。为了解决地下矿山传统生产调度组织方式在生产调度的透明性与可控性等方面存在的不足,引入了短间隔控制(Short Interval Control,SIC)这一高频率控制和响应的管理方法。在分析地下矿山生产SIC管理核心需求的基础上,以形成面向SIC的高频调度管控业务模式为目标,构建了包括作业计划制定、短间隔调度排产、短间隔检查反馈和短间隔分析改进在内的地下矿山SIC业务模型。以此为基础,提出了基础通信网络、管理端、移动终端、查询端和工业大数据平台端相结合的SIC跨平台运行体系,设计了面向SIC的生产管理系统功能体系,并完成了系统开发与实现。将该系统应用于国内某大型地下矿山调度管理工作后,全面提升了采矿生产的技术经济效果,表明SIC理念的引入有助于全面改善地下矿山传统调度方式,通过信息化手段完成SIC管理过程可实现生产进度高频监控和闭环反馈,有效提高地下矿山调度管理效率和生产透明度,全面推进智能矿山中生产作业管理的精...  相似文献   
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