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大气痕量气体浓度反演中的谱对准偏差研究 被引量:1
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作者 方芳 胡振华 +1 位作者 顾学军 方黎 《大气与环境光学学报》 CAS 2010年第1期40-45,共6页
在大气痕量气体浓度反演中,对测量光谱和计算得到的参考光谱做最小二乘拟合是常用的方法之一。但在获取光谱过程中,仪器光栅位置的不准确、温度等环境因素的变化、以及二者光谱分辨率的不同,均会导致在现场工作的监测设备所测得的光谱... 在大气痕量气体浓度反演中,对测量光谱和计算得到的参考光谱做最小二乘拟合是常用的方法之一。但在获取光谱过程中,仪器光栅位置的不准确、温度等环境因素的变化、以及二者光谱分辨率的不同,均会导致在现场工作的监测设备所测得的光谱与计算的参考光谱之间存在谱对准偏差,即存在光谱在波长上的漂移、拉伸或压缩.这种不对准会给浓度反演带来很大的影响,介绍了在反演过程中校正谱对准偏差的算法,计算了不同光谱分辨率下由谱漂移造成的浓度反演误差. 展开更多
关键词 处理 对准偏差 最小二乘法
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基于NTK理论和改进时间因果的物理信息神经网络加速收敛算法
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作者 潘小果 王凯 邓维鑫 《力学学报》 EI CAS CSCD 北大核心 2024年第7期1943-1958,共16页
物理信息神经网络(physics-informed neural networks,PINNs)是一类将先验物理知识嵌入神经网络的方法,目前已经成为求解偏微分方程领域的研究热点.尽管PINNs在数值模拟方面展现出巨大的应用前景,但它仍然面临收敛缓慢的挑战.文章从神... 物理信息神经网络(physics-informed neural networks,PINNs)是一类将先验物理知识嵌入神经网络的方法,目前已经成为求解偏微分方程领域的研究热点.尽管PINNs在数值模拟方面展现出巨大的应用前景,但它仍然面临收敛缓慢的挑战.文章从神经正切核(neural tangent kernel,NTK)理论出发,通过对单隐藏层神经网络模型进行分析,推出PINNs的神经正切核矩阵具体表达式,并以此进一步分析PINNs收敛速度的影响因素,给出PINNs快速收敛的两个必要条件.应用神经正切核理论分析PINNs领域的3种相关算法(时间因果算法、傅里叶特征嵌入、学习率退火)的加速收敛效果,结果表明这3种算法均不能满足PINNs加速收敛的所有必要条件.文章提出一种动态傅里叶特征嵌入时间因果算法(dynamic Fourier feature embedding causality,DFFEC),综合考虑了NTK矩阵特征值平衡和时间顺序收敛对PINNs收敛速度的影响,在AllenCahn,Reaction,Burgers和Advection等4个算例上的数值实验结果表明,所提出的DFFEC算法可以显著提高PINNs的收敛速度.特别是在Allen-Cahn算例上,与时间因果算法相比,所提出的DFFEC算法具有至少50倍的加速收敛效果. 展开更多
关键词 物理信息神经网络 收敛速度 谱偏差 神经正切核 非定常流动
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盾构管片模具三维激光扫描检测关键技术 被引量:6
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作者 汪玉华 黄毅 《铁道标准设计》 北大核心 2020年第3期118-122,共5页
目前盾构管片模具主要采用传统的人工和激光跟踪测量技术进行检测,存在检测点位少,精度低等缺点,不能很好地指导管片模具的修复工作,直接影响到管片尺寸的生产精度,易造成盾构隧道管片破损、开裂及渗漏水等现象,为后期的运营埋下了安全... 目前盾构管片模具主要采用传统的人工和激光跟踪测量技术进行检测,存在检测点位少,精度低等缺点,不能很好地指导管片模具的修复工作,直接影响到管片尺寸的生产精度,易造成盾构隧道管片破损、开裂及渗漏水等现象,为后期的运营埋下了安全隐患。宁波市轨道交通利用三维激光扫描技术对管片模具进行检测,通过理论分析、现场试验及数据分析,确定了点云数据的拼接方式、扫描分辨率、基准模型及模型对齐的方式,成功克服了现有的管片模具检测中存在的测量点位少、精度低等缺点,实现了对管片模具的全方位检测,大大提高了管片模具的检测精度。同时在参考现有规范及经验的基础上,制定出了盾构管片模具三维激光扫描检测标准,很好地指导了管片模具的修复工作,提高了盾构管片尺寸的生产精度,确保盾构隧道的施工质量。 展开更多
关键词 盾构管片 模具 三维激光检测 点云数据 对齐方式 3D色谱偏差 检测标准
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Membrane preconcentration of iron in seawater samples and on-site determination in spectrophotometry 被引量:9
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作者 彭园珍 袁东星 +2 位作者 黄勇明 姜涛 刘宝敏 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2012年第2期315-320,共6页
A novel method for on-site determination of trace iron was developed using membrane preconcentration and spectrophotometric detection. Fe(II)-ferrozine complex was reacted with cetyltrimethylammonium bromide (CTAB... A novel method for on-site determination of trace iron was developed using membrane preconcentration and spectrophotometric detection. Fe(II)-ferrozine complex was reacted with cetyltrimethylammonium bromide (CTAB) to form a Fe(II)-ferrozine-CTAB paired compound, which was collected on a membrane by filtration under vacuum. The membrane was immersed in 2 mL of ethanol-nitric acid and the absorbance of the solution measured for quantitative analysis. Various factors affecting the iron collection and determination were investigated. With different sample preconcentration volumes, the range of determination was broadened to 0.5-120 ~tg/L. The detection limit of this method reached 0.19 ktg/L and the recoveries were between 97.2 and 109% when the concentration enrichment was about 45. The relative standard deviation (n = 7) was 1.9% for samples containing 10 ~g/L Fe. Twelve seawater samples were analyzed on-site using the proposed method, and two were also analyzed in inductively coupled plasma mass spectrometry. No significant difference was shown between the two methods by the Student's t-test. The method has also been used on-site for iron enrichment experiments with phytoplankton and concluded to be simple, accurate and inexpensive. 展开更多
关键词 IRON membrane filtration spectrophotometric detection
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Simultaneous determination mercury species of Su-He-Xiang-Wan in rat tissues by HPLC-CVG-AFS
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作者 王伟萍 张明玥 +2 位作者 艾则孜 葛婧 梁逸曾 《Journal of Central South University》 SCIE EI CAS 2013年第4期894-901,共8页
A simple and sensitive high performance liquid chromatography-chemical vapour generation-atom fluorescent spectrometry (HPLC-CVG-AFS) method was developed and validated for simultaneous determination mercury species... A simple and sensitive high performance liquid chromatography-chemical vapour generation-atom fluorescent spectrometry (HPLC-CVG-AFS) method was developed and validated for simultaneous determination mercury species in Su-He-Xiang-Wan (SHXW) and in tissues of rats, respectively. The species of mercury were separated by a Venusil MP-C 18 (5μm, 150 mm×4.6 ram) column with the optimized mobile phase containing 5% (w/v) acetonitrile, 0.01 mol/L L-cysteine and 0.06 moL/L ammonium acetate. The tissues of rats were freeze-dried after giving the medicine for 10 d, and then added into the solution containing 10% (w/v) HC1, 1% (w/v) sulfocarbamide and 0.15% (w/v) KC1 for increasing extraction rate. The resolutions of Hg2+, MeHg and EtHg were 1.5 and 2.9, respectively. The detection limits of Hg2+, MeHg and EtHg were 2.0, 1.0 and 0.9 ng/mL, respectively. The relative standard deviation (RSD) of inter- and intra-day precisions ranged from 1.56% to 2.86%. The recovery rates of three different adding level were 87%-101% (n=6), and the RSDs were smaller than 8.2%. The results show that no MeHg and EtHg were detected in rat tissues. Only soluble mercury (Hg2+) was determined for the mercury species of SHXW in rat tissues. 展开更多
关键词 HPLC-CV-AFS mercury species rat tissue traditional Chinese medicine Su-He-Xiang-Wan (SHXW)
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Determination of Cholesterol Content in Waste Fat by Dual-wavelength Spectrophotometry
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作者 LIU Jia-di XU Shu-jun +1 位作者 XU Chun-xiang QIN Jin-ping 《Chinese Food Science》 2012年第2期40-42,共3页
[Objective]The aim was to find a way to measure the cholesterol content in deserted oil.[Method]Dual-wavelength spectrophotometry method was used for the determination of cholesterol in edible oil.630 nm and 720 nm we... [Objective]The aim was to find a way to measure the cholesterol content in deserted oil.[Method]Dual-wavelength spectrophotometry method was used for the determination of cholesterol in edible oil.630 nm and 720 nm were set as target band and reference band in this method,respectively.The result was compared to liquid chromatography method.[Result]The relative standard deviation(RSD)was at 1.26% and recovery was between 101.9% and 110.7%.Linear range was 8.0-40.0 μg/ml.The tested result was close to the result of liquid chromatography.[Conclusion]It was proved that this method was easy,fast and accurate.The disturbance of sitosterol was eliminated without isolation.It can be used for fast identification of the authenticity of waste fat. 展开更多
关键词 Dual-wavelength Spectrophotometry Waste fat CHOLESTEROL SITOSTEROL China
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Transverse flowmetry of carbon particles based on photoacoustic Doppler standard deviation using an auto-correlation method
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作者 卢涛 孙丽君 《Optoelectronics Letters》 EI 2015年第3期226-228,共3页
In order to measure the flow velocity of carbon particle suspension perpendicular to the receiving axis of ultrasound transducer, the standard deviation of photoacoustic Doppler frequency spectrum is used to estimate ... In order to measure the flow velocity of carbon particle suspension perpendicular to the receiving axis of ultrasound transducer, the standard deviation of photoacoustic Doppler frequency spectrum is used to estimate the bandwidth broadening, and the spectrum standard deviation is calculated by an auto-correlation method. A 532 nm pulsed laser with the repetition rate of 20 Hz is used as a pumping source to generate photoacoustic signal. The photoacoustic signals are detected using a focused PZT ultrasound transducer with the central frequency of 10 MHz. The suspension of carbon particles is driven by a syringe pump. The complex photoacoustic signal is calculated by Hilbert transformation from time domain signal before auto-correlation. The standard deviation of the Doppler bandwidth broadening is calculated by averaging the auto-correlation results of several individual A scans. The feasibility of the proposed method is demonstrated by measuring the spectrum standard deviation of the transversal carbon particle flow from 5.0 mm/s to 8.4 mrn/s. The experimental results show that the auto-correlation result is approximately linearly distributed within the measuring range. 展开更多
关键词 BANDWIDTH Carbon Correlation methods Flow velocity Mathematical transformations Optical pumping Pumping (laser) STATISTICS Time domain analysis Transducers Ultrasonic propagation Ultrasonic scattering Ultrasonic transducers
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A new analytical method for quantifying of sterane and hopane biomarkers 被引量:1
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作者 WANG HuiTong ZHANG ShuiChang +4 位作者 WENG Na ZHANG Bin WEI XiaoFang YU Han WEI CaiYun 《Science China Earth Sciences》 SCIE EI CAS 2014年第8期1713-1722,共10页
An analytical method for quantifying biomarker compounds of the sterane and the hopane existing in saturated hydrocarbons has been established by using comprehensive two-dimensional gas chromatography-flame ionization... An analytical method for quantifying biomarker compounds of the sterane and the hopane existing in saturated hydrocarbons has been established by using comprehensive two-dimensional gas chromatography-flame ionization detector(GC×GC-FID) with optimized operating parameters. The new method achieves the quantification by using a GC×GC-FID system which is able to completely separate steranes from hopanes. The data obtained by the new method are of good repeatability and reliability. Compared with the original data, the relative standard deviations(RSDs) of 12 reference compounds are less than 5%. The RSDs of the quantitative results of the biomarkers based on seven separate analyses are also less than 5%. Compared with the traditional method of gas chromatography-mass spectrometry(GC-MS), the new method has a number of advantages, such as common internal standards(ISs), high resolution, no co-eluting peak, and no interference caused by diagnostic ion peaks. The new method provides petroleum geologists with an effective and scientific means in future researches. 展开更多
关键词 comprehensive two-dimensional gas chromatography (GCxGC) flame ionization detector (FID) time-of.flight massspectrometry (TOFMS) saturated hydrocarbon biomarker compounds quantification STERANE HOPANE
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