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Reverse-Time Prestack Depth Migration of GPR Data from Topography for Amplitude Reconstruction in Complex Environments 被引量:17
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作者 John H.Bradford 《Journal of Earth Science》 SCIE CAS CSCD 2015年第6期791-798,共8页
With increased computational power, reverse-time prestack depth migration(RT-PSDM) has become a preferred imaging tool in seismic exploration, yet its use has remained relatively limited in ground-penetrating radar... With increased computational power, reverse-time prestack depth migration(RT-PSDM) has become a preferred imaging tool in seismic exploration, yet its use has remained relatively limited in ground-penetrating radar(GPR) applications. Complex topography alters the wavefield kinematics making for a challenging imaging problem. Model simulations show that topographic variation can substantially distort reflection amplitudes due to irregular wavefield spreading, attenuation anomalies due to irregular path lengths, and focusing and defocusing effects at the surface. The effects are magnified when the topographic variations are on the same order as the depth of investigation––a situation that is often encountered in GPR investigations. Here, I use a full wave-equation RT-PSDM algorithm to image GPR data in the presence of large topographic variability relative to the depth of investigation. The source and receiver wavefields are propagated directly from the topographic surface and this approach inherently corrects for irregular kinematics, spreading and attenuation. The results show that when GPR data are acquired in areas of extreme topography, RT-PSDM can accurately reconstruct reflector geometry as well as reflection amplitude. 展开更多
关键词 reverse-time prestack depth migration ground-penetrating radar TOPOGRAPHY wavefield reflector geometry reflection amplitude.
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A Simple Method for Source Depth Estimation with Multi-path Time Delay in Deep Ocean 被引量:2
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作者 杨坤德 杨秋龙 +1 位作者 郭晓乐 曹然 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第12期86-90,共5页
A method of source depth estimation based on the multi-path time delay difference is proposed. When the minimum time arrivals in all receiver depths are snapped to a certain time on time delay-depth plane, time delay ... A method of source depth estimation based on the multi-path time delay difference is proposed. When the minimum time arrivals in all receiver depths are snapped to a certain time on time delay-depth plane, time delay arrivals of surface-bottom reflection and bottom-surface reflection intersect at the source depth. Two hydrophones deployed vertically with a certain interval are required at least. If the receiver depths are known, the pair of time delays can be used to estimate the source depth. With the proposed method the source depth can be estimated successfully in a moderate range in the deep ocean without complicated matched-field calculations in the simulations and experiments. 展开更多
关键词 of on with A Simple Method for Source depth Estimation with Multi-path time Delay in Deep Ocean for in IS SOURCE
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Fast Evaluation of Time-Domain Green Function for Finite Water Depth 被引量:3
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作者 滕斌 韩凌 勾莹 《海洋工程:英文版》 2003年第3期417-426,共10页
For computation of large amplitude motions of ships fastened to a dock, a fast evaluation scheme is implemented for computation of the time-domain Green function for finite water depth. Based on accurate evaluation of... For computation of large amplitude motions of ships fastened to a dock, a fast evaluation scheme is implemented for computation of the time-domain Green function for finite water depth. Based on accurate evaluation of the Green function directly, a fast approximation method for the Green function is developed by use of Chebyshev polynomials. Examinations are carried out of the accuracy of the Green function and its derivatives from the scheme. It is shown that when an appropriate number of polynomial terms are used, very accurate approximation can be obtained. 展开更多
关键词 Green function time-DOMAIN finite water depth
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Velocity model and time-depth conversion for the northwestern South China Sea deepwater areas
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作者 LIU Aiqun CHEN Dianyuan +2 位作者 LI Wentuo FAN Caiwei HE Jianwei 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2015年第4期56-61,共6页
There are rich natural gas resources in the northwestern South China Sea deepwater areas, with poor degree of exploration. Because of the unique tectonic, sedimentary background of the region, velocity model building ... There are rich natural gas resources in the northwestern South China Sea deepwater areas, with poor degree of exploration. Because of the unique tectonic, sedimentary background of the region, velocity model building and time-depth conversion have been an important and difficult problem for a long time. Recent researches in this direction have revealed three major problems for deepwater areas, i.e., the way to determine error correction for drilling velocity, the optimization of velocity modeling, and the understanding and analysis of velocity variations in the slope areas. The present contribution proposes technical solutions to the problems:(1) velocity correction version can be established by analyzing the geology, reservoir, water depths and velocity spectrum characteristics;(2) a unified method can be adopted to analyze the velocity variation patterns in drilled pale structural positions;and (3) across-layer velocity is analyzed to establish the velocity model individually for each of the layers. Such a solution is applicable, as shown in an example from the northwestern South China Sea deepwater areas, in which an improved prediction precision is obtained. 展开更多
关键词 time-depth conversion velocity modeling deepwater areas continental slope South China Sea
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The focusing performance with a horizontal time-reversal array at different depths in shallow water
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作者 张同伟 杨坤德 马远良 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第12期347-355,共9页
The performance of time-reversal focusing with a horizontal line array at different depths is investigated by normal mode modeling and computer simulation. It is observed that the focusing performance of a bottom-moun... The performance of time-reversal focusing with a horizontal line array at different depths is investigated by normal mode modeling and computer simulation. It is observed that the focusing performance of a bottom-mounted horizontal time-reversal array is much better than that of a horizontal time-reversal array at other depths in shallow water. The normal mode modeling is used to explain this result. The absolute values of the modes at different depths are compared. It is shown that the number of modes whose absolute values close to zero is smaller at the bottom than that at other depths. It means that the horizontal time-reversal array deployed at the bottom can sample more modes, obtain more information of the probe source and achieve better focusing performance. The numerical simulations of time-reversal focusing performance under various conditions, such as different sound speed profiles, and different bottom parameters, lead to similar results. 展开更多
关键词 time-REVERSAL horizontal line array array depth
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"Tritium Well Depth" and "Tritium Well Time"
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作者 DENG Baiquan HUANG Jinhua FENG Kaiming PAN Chuanhong 《Southwestern Institute of Physics Annual Report》 2005年第1期106-107,共2页
Somewhat similar to, but quite different from the xenon-135 poisoning effects resulted from fission produced iodine-135 via β-decay during restart-up process of a fission reactor, a complete new concept of "tritium ... Somewhat similar to, but quite different from the xenon-135 poisoning effects resulted from fission produced iodine-135 via β-decay during restart-up process of a fission reactor, a complete new concept of "tritium well depth and tritium well time" is first time introduced in fusion research area by authors. It shows the least required amount of tritium storage is to start up a fusion reactor ,and the least operating time for achieving the "tritium break even" during the initial start-up phase due to the finite tritium breeding time. The tritium well depth and tritium well time depend on the tritium recovery scheme and extraction process, the tritium retention of reactor components, 展开更多
关键词 Tritium well depth Tritium well time Tritium break even
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基于时频定位和边缘陷波的SAR图像射频干扰抑制方法
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作者 付义辉 周鹏 陈思伟 《电波科学学报》 北大核心 2026年第1期197-209,共13页
面对复杂的空间电磁环境,合成孔径雷达(synthetic aperture radar, SAR)易受到同频段的射频干扰(radio frequency interference, RFI),严重影响SAR图像的判读和解译。传统的瞬时谱陷波方法实现方便,但由于其在时频图(time-frequency dia... 面对复杂的空间电磁环境,合成孔径雷达(synthetic aperture radar, SAR)易受到同频段的射频干扰(radio frequency interference, RFI),严重影响SAR图像的判读和解译。传统的瞬时谱陷波方法实现方便,但由于其在时频图(time-frequency diagram, TFD)上通过阈值判定进行干扰陷波,没有考虑TFD中残余的干扰分量,导致抑制效果不佳。针对这些问题,本文提出了一种基于时频定位和边缘陷波的RFI抑制方法。首先,在二维时域进行RFI检测,对存在干扰的距离向回波进行短时傅里叶变换得到TFD;然后,根据拉依达准则提取得到干扰点集,利用深度优先搜索算法对其进行粗分类,并通过交叉检测和解交叉得到干扰条带,再通过检测干扰条带的边界实现干扰条带边缘陷波;最后,对干扰抑制后的TFD进行短时傅里叶逆变换,并与未干扰回波合并,得到干扰抑制后的SAR图像。在仿真和实测SAR数据上的实验结果表明,所提出的边缘陷波法适用于不同场景及多种RFI类型,且在不同干信比条件下均有效地剔除了残余干扰分量,取得了比经典的频域陷波法和瞬时谱陷波法更优的干扰抑制性能。 展开更多
关键词 合成孔径雷达(SAR) 射频干扰(RFI)抑制 边缘陷波法 瞬时谱陷波法 时频定位 深度优先搜索
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打浆作业对土壤容重与水稻生长的影响
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作者 孙风云 周浩 +4 位作者 王学振 王升升 秦志宇 李康泰 冯子华 《农机化研究》 北大核心 2026年第3期228-234,共7页
为了探明不同打浆作业参数对土壤容重与水稻生长的影响机制,通过田间试验分析了打浆次数和打浆深度对不同土层的水田土壤容重和水稻生长的影响。研究结果表明,除土层20~30 cm土壤容重随打浆次数的增加逐渐增加外,其余土层土壤容重均随... 为了探明不同打浆作业参数对土壤容重与水稻生长的影响机制,通过田间试验分析了打浆次数和打浆深度对不同土层的水田土壤容重和水稻生长的影响。研究结果表明,除土层20~30 cm土壤容重随打浆次数的增加逐渐增加外,其余土层土壤容重均随打浆次数和打浆深度的增加而降低。增加打浆次数,水稻总根长、最大垂直根长、穗数、籽粒产量和秸秆产量均呈现先增加后减小的趋势,PT2处理较PT0处理籽粒产量和秸秆产量分别增加9.96%和12.44%,PT3处理和PT4处理较PT2处理产量下降;增加打浆深度,总根长、最大垂直根长、穗数、籽粒产量和秸秆产量均逐渐增加,PD3处理较PD0处理籽粒产量和秸秆产量分别增加7.24%和5.46%。对不同打浆次数和打浆深度处理的籽粒产量进行线性拟合,综合分析后得出最佳打浆作业参数为打浆次数2次、打浆深度14.6 cm。 展开更多
关键词 水田打浆 打浆次数 打浆深度 土壤容重 水稻生长 水稻产量
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无痛人流术中不同麻醉深度对术后苏醒时间及疼痛感知的影响
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作者 任华新 《中国现代药物应用》 2026年第7期83-86,共4页
目的探究与分析无痛人工流产(人流)术中不同麻醉深度对术后苏醒时间及疼痛感知的影响。方法选取无痛人流术患者120例,采取随机数字表法分组为A组、B组、C组,每组40例。三组均采用瑞芬太尼与异丙酚复合麻醉,并采用Narcotrend指数监测,A组... 目的探究与分析无痛人工流产(人流)术中不同麻醉深度对术后苏醒时间及疼痛感知的影响。方法选取无痛人流术患者120例,采取随机数字表法分组为A组、B组、C组,每组40例。三组均采用瑞芬太尼与异丙酚复合麻醉,并采用Narcotrend指数监测,A组的Narcotrend指数维持在27~36,B组的Narcotrend指数维持在37~46,C组的Narcotrend指数维持在47~56。对比三组的麻醉效果、镇痛效果、术后苏醒时间及不良反应发生情况。结果B组麻醉优秀率为87.50%,高于A组的62.50%、C组的37.50%,差异有统计学意义(P<0.05)。B组镇痛显效率为75.00%,高于A组的50.00%、C组的25.00%,差异有统计学意义(P<0.05)。B组术后苏醒时间为(10.50±2.83)min,明显短于A组的(15.25±3.11)min、C组的(12.05±2.94)min,差异有统计学意义(P<0.05)。B组不良反应发生率为5.00%,低于A组的20.00%、C组的22.50%,差异有统计学意义(P<0.05)。结论麻醉深度控制为37~46应用在无痛人流术中可获得更好的麻醉效果及镇痛效果,且术后苏醒时间较短,不良反应发生率较低。 展开更多
关键词 无痛人工流产术 麻醉深度 苏醒时间 疼痛感
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基于CORS系统的海域水深测量实时监控技术研究
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作者 卿海航 刘源 公史政 《中国高新科技》 2026年第1期42-44,共3页
鉴于现有海域水深测量模式在时效性与精准度方面的局限,文章基于连续运行参考站系统(CORS)提出了实时管控技术架构,经由集成实时动态差分(RTK)定位、单波束测深以及潮位与声速同步监测工作,构建了涵盖数据采集、实时传输直至智能处理的... 鉴于现有海域水深测量模式在时效性与精准度方面的局限,文章基于连续运行参考站系统(CORS)提出了实时管控技术架构,经由集成实时动态差分(RTK)定位、单波束测深以及潮位与声速同步监测工作,构建了涵盖数据采集、实时传输直至智能处理的全流程解决办法。依托华能山东半岛南4号海上风电项目实例,检验了该系统在达成厘米级定位精准度、秒级数据刷新与高可靠性海底地形探测方面的技术可行性,为海洋工程精细化监测提供了理论层面支撑。 展开更多
关键词 CORS 水深测量 实时监控 RTK定位 声速改正
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基于马尔可夫过程的桥梁全寿命周期冲刷深度分析
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作者 张金飞 葛恩生 +1 位作者 欧阳歆泓 徐霖涛 《中阿科技论坛(中英文)》 2026年第2期98-102,共5页
冲刷是导致桥梁破坏的常见原因之一。为了更合理地评估桥梁在服役期间冲刷深度的时变特性,文章提出了一种基于马尔可夫过程的预测方法,并结合实际桥梁案例进行分析,系统阐述了冲刷的累积效应及其随时间的演变规律。结果表明,文章提出的... 冲刷是导致桥梁破坏的常见原因之一。为了更合理地评估桥梁在服役期间冲刷深度的时变特性,文章提出了一种基于马尔可夫过程的预测方法,并结合实际桥梁案例进行分析,系统阐述了冲刷的累积效应及其随时间的演变规律。结果表明,文章提出的方法能够有效预测在随机洪水作用下桥梁基础冲刷深度与服役时间之间的关系。桥梁的平均冲刷深度随服役时间持续增加,其中前20年增长尤为显著,之后增速逐渐放缓;同时,冲刷深度的概率分布在初期较为离散,随着时间推移逐步向高值偏移,并最终趋于收敛。 展开更多
关键词 桥梁基础 冲刷深度 马尔可夫过程 全寿命周期 时变预测
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Effect of Planting Condition and Time on Survival Rate and Growth of Phragmites australis 被引量:3
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作者 LI Xiaoyu LIN Jixiang +1 位作者 YANG Qun MU Chunsheng 《湿地科学》 CSCD 北大核心 2015年第1期13-18,共6页
The field trial was established to investigate the effects of planting condition(soil water content,soil buried depth,rhizome length)and time on the survival rate and growth of Phragmites australis rhizomes.The result... The field trial was established to investigate the effects of planting condition(soil water content,soil buried depth,rhizome length)and time on the survival rate and growth of Phragmites australis rhizomes.The results indicated that survival rate and growth of Phragmites australis were affected by soil water content and rhizome length significantly,but not by soil buried depth.The survival rate of Phragmites australis in moist condition was higher than those in natural and flooding conditions.Rhizomes length did not affect survival rate,height and shoot number,but influenced biomass and buds number,which were higher with 15 cm length than those with 30 cm length.Based on the suitable soil water content(moisture)and rhizome length(15 cm),the survival rate of Phragmites australis was the highest when they were planted in May(91%)comparing to June and July.The number of shoots and buds were the highest in June,which had more suitable temperature and light for Phragmites australis to grow.Therefore,the optimizing transplanting condition of Phragmites australis was that rhizomes of 15 cm with some buds were planted in May with moisture(soil water content). 展开更多
关键词 PHRAGMITES AUSTRALIS survival rate SOIL water content RHIZOME length SOIL BURIED depth PLANTING time
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The Present Status and Prospect of Earthquake Focal Depth Locating
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作者 Zheng Yong Xie Zujun 《Earthquake Research in China》 CSCD 2018年第3期330-343,共14页
Locating an earthquakes focal depth is always a key project in seismology. Precise focal depth is of critical importance for evaluating seismic hazards, deciphering dynamic mechanisms of earthquake generating,estima... Locating an earthquakes focal depth is always a key project in seismology. Precise focal depth is of critical importance for evaluating seismic hazards, deciphering dynamic mechanisms of earthquake generating,estimating aftershock evolutions and risk,as well as monitoring nuclear tests. However,how we determine an accurate focal depth is always a challenge in seismological studies. Aiming to solve these problems, we analyzed and summarized the present status and the future development of earthquake focal depth locating. In this paper we first reviewed the present status of focal depth locating in the world,and summarized the frequently-used relocating methods and ideas at present,and introduced two types of focal depth relocating ideas: arrival time relocating and waveform modeling methods. For these ideas,we systematically described the S-P and the Pn-Pg methods that belong to arrival time method,and polarization focal depth locating and amplitude focal depth locating that belongs to waveform modeling,and further analyzed the advantages and limitations of these methods. Since the depth phase methods are highly sensitive to focal depth,and are relatively free from the uncertainties of crustal models,we mainly reviewed the depth phases of s Pm P,s PL,s Pn,and s Sn,and quantitatively evaluated their availabilities and characteristics. Second,we also discussed the effects of crustal velocity models on the reliability of focal depth locating,and reviewed the advancements of seismic tomography techniques over recent years. Finally,based on the present status of the progress on the focal depth locating,and studies of seismic velocity structures,we proposed an idea of combining multiple datasets and relocating methods,jointly utilizing seismologic and geodetic techniques to relocate focal depth,which should be the major research field in investigating focal depth and source parameters in the near future. 展开更多
关键词 FOCAL depth relocating ARRIVAL time locating WAVEFORM modeling depth phase Joint INVERSION
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Practical Solutions for Reducing Container Ships' Waiting Times at Ports Using Simulation Model
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作者 Abdorreza Sheikholeslami Gholamreza Ilati Yones Eftekhari Yeganeh 《Journal of Marine Science and Application》 2013年第4期434-444,共11页
The main challenge for container ports is the planning required for berthing container ships while docked in port.Growth of containerization is creating problems for ports and container terminals as they reach their c... The main challenge for container ports is the planning required for berthing container ships while docked in port.Growth of containerization is creating problems for ports and container terminals as they reach their capacity limits of various resources which increasingly leads to traffic and port congestion.Good planning and management of container terminal operations reduces waiting time for liner ships.Reducing the waiting time improves the terminal’s productivity and decreases the port difficulties.Two important keys to reducing waiting time with berth allocation are determining suitable access channel depths and increasing the number of berths which in this paper are studied and analyzed as practical solutions.Simulation based analysis is the only way to understand how various resources interact with each other and how they are affected in the berthing time of ships.We used the Enterprise Dynamics software to produce simulation models due to the complexity and nature of the problems.We further present case study for berth allocation simulation of the biggest container terminal in Iran and the optimum access channel depth and the number of berths are obtained from simulation results.The results show a significant reduction in the waiting time for container ships and can be useful for major functions in operations and development of container ship terminals. 展开更多
关键词 CONTAINER SHIPS WAITING time access channel depth quay length simulation model ENTERPRISE dynamics BERTH ALLOCATION
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Implementation of spatial touch system using time-of-flight camera
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作者 AHN Yang-Keun PARK Young-Choong CHOI Kwang-Soon PARK Woo-Chool SEO Hae-Moon JUNG Kwang-Mo 《重庆邮电大学学报(自然科学版)》 北大核心 2009年第2期222-227,共6页
Recently developed time-of-flight principle based depth-sensing video camera technologies provide precise per-pixel range data in addition to color video. Such cameras will find application in robotics and vision-base... Recently developed time-of-flight principle based depth-sensing video camera technologies provide precise per-pixel range data in addition to color video. Such cameras will find application in robotics and vision-based human computer interaction scenarios such as games and gesture input systems. Time-of-flight principle range cameras are becoming more and more available. They promise to make the 3D reconstruction of scenes easier, avoiding the practical issues resulting from 3D imaging techniques based on triangulation or disparity estimation. A spatial touch system was presented which uses a depth-sensing camera to touch spatial objects and details on its implementation, and how this technology will enable new spatial interactions was speculated. 展开更多
关键词 飞行时间 输入系统 空间对象 照相机 三维成像技术 空间相互作用 彩色图像 人机交互
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基于三维智能识别的仿生机械手远程控制系统
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作者 陈烨涵 佘黎煌 张洪恺 《科技创新与应用》 2026年第4期66-69,共4页
仿生手可以在各种高危环境工作中逐步替代人工进行作业,在智能制造、医疗手术等场合应用发挥着重要作用。该文通过RGB-D相机实时提取使用者的手部信息,再利用PointNet神经网络计算出提取手势所需要的21个关键节点,之后将节点数据输入到... 仿生手可以在各种高危环境工作中逐步替代人工进行作业,在智能制造、医疗手术等场合应用发挥着重要作用。该文通过RGB-D相机实时提取使用者的手部信息,再利用PointNet神经网络计算出提取手势所需要的21个关键节点,之后将节点数据输入到仿生手系统的运动算法中,并计算出该系统的各个舵机的运动角度,利用Wi-Fi模块或4G/5G模块将移动平台的运动信息传输至仿生手的控制模块。通过这种方式,让仿生手能够迅速地作出对应的姿势调整,实现实时的机械牵引,通过边缘计算确保移动平台数据的快速处理和传输,为用户带来极大的便利。 展开更多
关键词 深度相机 PointNet 仿生手运动算法 实时机械牵引 Wi-Fi传输 边缘计算
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晒旗河磷矿岩爆防治注水参数优化
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作者 王其虎 李炎 +3 位作者 姚囝 伍蒙 骆效兵 黄兆云 《矿业研究与开发》 北大核心 2025年第1期9-16,共8页
湖北宜昌晒旗河磷矿目前已进入深部开采,掘进工作面岩爆灾害频发,在工作面采用注水软化围岩,以防治岩爆,合理的注水参数影响岩爆防治效果。对不同含水状态下的磷块岩进行单轴压缩试验,基于岩石强度脆性系数,分析了含水率与磷块岩岩爆倾... 湖北宜昌晒旗河磷矿目前已进入深部开采,掘进工作面岩爆灾害频发,在工作面采用注水软化围岩,以防治岩爆,合理的注水参数影响岩爆防治效果。对不同含水状态下的磷块岩进行单轴压缩试验,基于岩石强度脆性系数,分析了含水率与磷块岩岩爆倾向性的关系;采用数值模拟探究了工作面注水围岩含水率分布特征,确定了晒旗河磷矿掘进工作面最优注水参数。结果表明:当磷块岩含水率达到0.424%时,磷矿层处于中等岩爆倾向,并且再注水后强度脆性系数随含水率变化的程度不再明显;当注水时间为1 h、钻孔深度为10 m时,有效湿润距离增长率最大,注水效果最优。研究结果可为改善磷块岩注水工艺参数、降低磷矿岩爆风险提供一定参考。 展开更多
关键词 磷块岩 岩爆防治 含水率 注水时间 钻孔深度
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Methods to Improve the Long Distance Time-Varying Channel Transmission Performance of Expendable Profiler
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作者 ZHENG Yu ZHANG Xiao-yang +2 位作者 WANG Xiao-rui GUO Xing-xin LI Hong-zhi 《China Ocean Engineering》 SCIE EI CSCD 2019年第6期753-761,共9页
To improve the transmission performance of XCTD channel, this paper proposes a method to measure directly and fit the channel transmission characteristics by using frequency sweeping method. Sinusoidal signals with a ... To improve the transmission performance of XCTD channel, this paper proposes a method to measure directly and fit the channel transmission characteristics by using frequency sweeping method. Sinusoidal signals with a frequency range of 100 Hz to 10 k Hz and an interval of 100 Hz are used to measure transmission characteristics of channels with lengths of 300 m, 800 m, 1300 m, and 1800 m. The correctness of the fitted channel characteristics by transmitting square wave, composite waves of different frequencies, and ASK modulation are verified. The results show that when the frequency of the signal is below 1500 Hz, the channel has very little effect on the signal. The signal compensated for amplitude and phase at the receiver is not as good as the uncompensated signal.Alternatively, when the signal frequency is above 1500 Hz, the channel distorts the signal. The quality of signal compensated for amplitude and phase at receiver is better than that of the uncompensated signal. Thus, we can select the appropriate frequency for XCTD system and the appropriate way to process the received signals. Signals below1500 Hz can be directly used at the receiving end. Signals above 1500 Hz are used after amplitude and phase compensation at the receiving end. 展开更多
关键词 expandable conductivity temperature depth(XCTD)profiler time-varying channel modeling frequency sweeping method amplitude and phase compensation transmission performance
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基于PCA和DRSN-TCN的滚动轴承的剩余寿命预测
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作者 宁少慧 戎有志 董振才 《科学技术与工程》 北大核心 2025年第35期15096-15104,共9页
为了解决传统轴承剩余使用寿命(remaining useful life,RUL)预测方法依赖先验知识过多、轴承退化数据复杂且特征数量众多导致预测误差较大、精度不高的难题,提出了一种结合主成分分析法(principal component analysis,PCA)、深度残差收... 为了解决传统轴承剩余使用寿命(remaining useful life,RUL)预测方法依赖先验知识过多、轴承退化数据复杂且特征数量众多导致预测误差较大、精度不高的难题,提出了一种结合主成分分析法(principal component analysis,PCA)、深度残差收缩网络(deep residual semantic network,DRSN)和时间卷积网络(temporal convolutional network,TCN)的轴承剩余寿命预测方法。首先,通过PCA对提取的轴承信号特征进行降维筛选,保留包含退化信息较多的特征作为新的数据特征,减少数据复杂度。其次,利用TCN网络捕捉寿命数据之间的时序相关性,有效建模轴承退化过程。最后,通过DRSN网络的软阈值函数和注意力模块,消除信号中的干扰噪声,增强有用特征通道,提高预测精度。采用XJTU数据集验证了该方法在轴承寿命预测中的有效性。实验结果表明经过对PCA降维后的数据预测与未降维预测的相比,MSE值下降了84.6%。DRSN-TCN模型与DRSN模型相比MAE降低了72.7%。与TCN模型相比MSE值降低了83.5%。说明PCA降维和DRSN-TCN模型结合的方法的有效性。 展开更多
关键词 轴承 寿命预测 主成分分析 深度残差收缩 时间卷积
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骨科机器人辅助手术中麻醉深度实时调控的临床效果研究
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作者 罗丹 程虎 《机器人外科学杂志(中英文)》 2025年第7期1168-1173,共6页
目的:探讨骨科机器人辅助手术中麻醉深度实时调控的临床应用效果。方法:选取2023年6月—2024年12月于新疆医科大学第一附属医院接受骨科机器人辅助手术治疗的300例患者,按照随机数字表法分为观察组(实施麻醉深度实时调控)与对照组(实施... 目的:探讨骨科机器人辅助手术中麻醉深度实时调控的临床应用效果。方法:选取2023年6月—2024年12月于新疆医科大学第一附属医院接受骨科机器人辅助手术治疗的300例患者,按照随机数字表法分为观察组(实施麻醉深度实时调控)与对照组(实施传统麻醉),每组各150例。比较两组患者的麻醉用药量,置管时间,苏醒时间,麻醉诱导前(T0)、拔管前(T1)、拔管时(T2)、拔管后10 min(T3)的HR、SBP、DBP、脑电双频指数(BIS)值,以及并发症发生情况。结果:观察组患者的丙泊酚用药量、瑞芬太尼用药量少于对照组,拔管时间、苏醒时间早于对照组(P<0.05)。观察组T1~T3手术时段的HR、SBP、DBP水平及BIS值均低于对照组(P<0.05),观察组HR、SBP、DBP水平和BIS值的波动幅度小于对照组(P<0.001)。观察组并发症总发生率低于对照组(P<0.05)。结论:骨科机器人辅助手术中实施麻醉深度实时调控,能够减少麻醉药物用量,缩短拔管与苏醒时间,维持患者生命体征平稳,降低并发症发生率,值得临床推广。 展开更多
关键词 骨科机器人 麻醉深度 实时调控 生命体征 并发症
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