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基于广义交并比的电力梯子自动化监测方法
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作者 朱建宝 桑顺 +2 位作者 俞鑫春 马青山 张斌 《电气自动化》 2024年第4期87-89,共3页
针对传统电力监控存在效率低下、防控不全面和安全风险高等问题,设计了一种基于广义交并比的电力梯子自动化监测方法。首先,从大量监控视频中抽帧处理并制作一组电力梯子检测数据集,用于训练和测试算法。然后,在保证检测精度的前提下,使... 针对传统电力监控存在效率低下、防控不全面和安全风险高等问题,设计了一种基于广义交并比的电力梯子自动化监测方法。首先,从大量监控视频中抽帧处理并制作一组电力梯子检测数据集,用于训练和测试算法。然后,在保证检测精度的前提下,使用MobileNetv2的主干网络替代YOLOv3的主干网络,适度地降低计算冗余度。最后,利用广义交并比损失提升检测精度。结果表明,与现有同类网络相比,提出的检测网络在电力场景梯子检测数据集上的检测精度为93.1%,具有更高的检测精度和速度,适合实际工程应用。 展开更多
关键词 目标检测 电力梯子 深度学习 特征提取 特征融合
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Experimental study on the type change of liquid flow in broken coal samples 被引量:6
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作者 Lu-zhen WANG Zhan-qing CHEN Hai-de SHEN 《Journal of Coal Science & Engineering(China)》 2013年第1期19-25,共7页
A test system of the permeability of broken coal samples mainly consists of a CMT5305 electronic universal test machine, crushed rock compaction containing cylinder and a self-designed seepage circuit, which is compos... A test system of the permeability of broken coal samples mainly consists of a CMT5305 electronic universal test machine, crushed rock compaction containing cylinder and a self-designed seepage circuit, which is composed of a gear pump, a reversing valve, a relief valve and other components. By using the steady penetration method, the permeability and non-Darcy flow β factor of broken coal samples under five different porosity levels were measured, the grain diameters of the coal samples were selected as 2.5-5 mm, 5-10 mm, 10-15 mm, 15-20 mm, 20-25 mm and 2.5-25 ram, respectively. After measuring the permeability under each porosity, the overfall pressure of the relief valve continuously increased until the coal sample was broken down. In this way, the flow type of liquid inside the broken coal samples changed from seepage to pipe flow. The correlation between breakdown pressure gradient (BPG) and porosity was analyzed, and the BPG was compared with the pressure gradient when seepage instability occurred. The results show that, ①the non-Darcy flow β factor was negative before broken coal samples with six kinds of diameters were broken down; ②the BPG of coal samples with a grain size of 2.5-25 mm was lower than that of the others; ③ the BPG of coal samples with a single diameter under the same porosity increased as the grain size increased; ④ the BPG could be fitted by an exponential function with porosity, and the exponent decreased as the grain size increased for coal samples with a single diameter; ⑤ the BPG was slightly less than the seepage instability pressure gradient. The change in liquid flow type from seepage to pipe flow could be regarded as the performance of the seepage instability. 展开更多
关键词 broken coal sample permeability parameters breakdown pressure gradient (BPG) seepage instability flow type
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Simulation of Influence of Partially Coherent Gaussian Laser Beam on Gradient Force Acting on Dielectric Nanoparticle inside Random Medium
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作者 Quang Quy Ho 《Journal of Physical Science and Application》 2012年第8期301-305,共5页
The partially coherent beams propagating through random media have been used in the past to enhance effect of nonlinear optical interaction. Moreover, after propagation through a random (or turbulent) medium the coh... The partially coherent beams propagating through random media have been used in the past to enhance effect of nonlinear optical interaction. Moreover, after propagation through a random (or turbulent) medium the coherent beam becomes a partially coherent one. In this research, the analytical formula for the average intensity of Gaussian beam propagating through random medium is derived and the influence of coherent partiality on optical gradient force acting on dielectric particle rounded by a random media is investigated. 展开更多
关键词 Optical trap partially coherent Gaussian beam random medium gradient force.
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