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An Adaptive SVP Simplification Based on Area Difference 被引量:6
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作者 Gen ZHENG Jianhu ZHAO Hongmei ZHANG 《Journal of Geodesy and Geoinformation Science》 2019年第4期53-63,共11页
Sound velocity profile(SVP)data is indispensable in the multi-beam data processing.The sampling density is of great importance for SVP to represent the vertical variation of sound velocity accurately and guarantee the... Sound velocity profile(SVP)data is indispensable in the multi-beam data processing.The sampling density is of great importance for SVP to represent the vertical variation of sound velocity accurately and guarantee the accuracy of sound ray tracing(SRT).However,the SVP also affects the SRT efficiency significantly,especially in deep-sea multi-beam sounding data processing.To improve SRT efficiency and ensure SRT accuracy,an adaptive SVP simplification method based on area difference is proposed in this article.Firstly,the relationship between the area difference of the raw SVP and the simplified one and SRT bias is studied,and the relationship model of them is built.Then,by considering the constraint of SRT accuracy,the SVP simplification method and the simplifying SVP procedure SVP are given.Finally,a deep water experiment is conducted to verify the proposed method.Compared to the existing method,the proposed method improves the robustness,feasibility of SVP simplification as well as the accuracy and efficiency of SRT. 展开更多
关键词 sound velocity profile(SVP)simplification area difference equivalent SVP sound ray tracing(SRT)bias maximum offset of sound velocity(MOV)
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A Problem of Testing Homogeneity Against Order Constraints on Risk Differences
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作者 胡果荣 高巍 史宁中 《Northeastern Mathematical Journal》 CSCD 2004年第2期127-130,共4页
Consider I pairs of independent binomial variates x0i and x1i with corresponding parameters P0i and p1i and sample sizes n0i and n1i for i=1, …,I. Let △i = P1i-P0i be the difference of the two binomial parameters, w... Consider I pairs of independent binomial variates x0i and x1i with corresponding parameters P0i and p1i and sample sizes n0i and n1i for i=1, …,I. Let △i = P1i-P0i be the difference of the two binomial parameters, where △i’s are to be of interest and P0i’s are nuisance parameters. The null hypothesis of homogeneity on the risk difference can be written as 展开更多
关键词 risk difference likelihood ratio test HOMOGENEITY simple order maximum likelihood estimation
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A High Order Accurate Bound-Preserving Compact Finite Difference Scheme for Two-Dimensional Incompressible Flow
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作者 Hao Li Xiangxiong Zhang 《Communications on Applied Mathematics and Computation》 EI 2024年第1期113-141,共29页
For solving two-dimensional incompressible flow in the vorticity form by the fourth-order compact finite difference scheme and explicit strong stability preserving temporal discretizations,we show that the simple boun... For solving two-dimensional incompressible flow in the vorticity form by the fourth-order compact finite difference scheme and explicit strong stability preserving temporal discretizations,we show that the simple bound-preserving limiter in Li et al.(SIAM J Numer Anal 56:3308–3345,2018)can enforce the strict bounds of the vorticity,if the velocity field satisfies a discrete divergence free constraint.For reducing oscillations,a modified TVB limiter adapted from Cockburn and Shu(SIAM J Numer Anal 31:607–627,1994)is constructed without affecting the bound-preserving property.This bound-preserving finite difference method can be used for any passive convection equation with a divergence free velocity field. 展开更多
关键词 Finite difference MONOTONICITY Bound-preserving Discrete maximum principle Passive convection Incompressible flow Total variation bounded limiter
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A continuous time delay-difference type model(CTDDM) applied to stock assessment of the southern Atlantic albacore Thunnus alalunga
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作者 廖宝超 刘群 +4 位作者 张魁 Abdul BASET Aamir Mahmood MEMON Khadim Hussain MEMON 韩亚楠 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2016年第5期977-984,共8页
A continuous time delay-difference model(CTDDM) has been established that considers continuous time delays of biological processes.The southern Atlantic albacore(Thunnus alalunga) stock is the one of the commercially ... A continuous time delay-difference model(CTDDM) has been established that considers continuous time delays of biological processes.The southern Atlantic albacore(Thunnus alalunga) stock is the one of the commercially important tuna population in the marine world.The age structured production model(ASPM) and the surplus production model(SPM) have already been used to assess the albacore stock.However,the ASPM requires detailed biological information and the SPM lacks the biological realism.In this study,we focus on applying a CTDDM to the southern Atlantic albacore(T.alalunga) species,which provides an alternative method to assess this fishery.It is the first time that CTDDM has been provided for assessing the Atlantic albacore(T.alalunga) fishery.CTDDM obtained the 80%confidence interval of MSY(maximum sustainable yield) of(21 510 t,23 118 t).The catch in 2011(24 100 t) is higher than the MSY values and the relative fishing mortality ratio(F_(2011)/F_(MSY)) is higher than 1.0.The results of CTDDM were analyzed to verify the proposed methodology and provide reference information for the sustainable management of the southern Atlantic albacore stock.The CTDDM treats the recruitment,the growth,and the mortality rates as all varying continuously over time and fills gaps between ASPM and SPM in this stock assessment. 展开更多
关键词 continuous time delay-difference model(CTDDM) Southern Atlantic Thunnus alalunga maximum sustainable yield(MSY) biological reference points(BRPs)
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车用皮带轮铲旋成形的坯料设计与优化
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作者 张渝 越豪杰 《锻压技术》 北大核心 2026年第1期210-218,共9页
为提高车用皮带轮铲旋成形筒形件的壁厚均匀性,采用一种基于响应面法和NSGA-Ⅱ多目标优化算法相结合的方法,以轧制差厚板的厚区厚度、过渡区长度和厚区长度作为优化参数,以有效成形高度和最大壁厚差作为优化目标。应用Box-Benhnken设计... 为提高车用皮带轮铲旋成形筒形件的壁厚均匀性,采用一种基于响应面法和NSGA-Ⅱ多目标优化算法相结合的方法,以轧制差厚板的厚区厚度、过渡区长度和厚区长度作为优化参数,以有效成形高度和最大壁厚差作为优化目标。应用Box-Benhnken设计中心响应面试验方案,采用Simufact Forming模拟,将结果数据拟合得到关于有效成形高度和最大壁厚差的回归方程。采用NSGA-Ⅱ对TRB坯料进行多目标优化,结合逼近理想解排序法评价筛选出最优TRB坯料结构参数。使用优化后的坯料,成形后的最大壁厚差减小了71.201%。结果表明,进行TRB坯料设计时,结合响应面法和NSGA-Ⅱ算法进行多目标优化,对圆筒件铲旋成形具有良好的工程应用价值。 展开更多
关键词 铲旋工艺 轧制差厚板 最大壁厚差 有效成形高度 响应面法 NSGA-Ⅱ
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农药最大残留限量标准差异对中国蔬菜出口的影响
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作者 李甜甜 秦臻 《中国蔬菜》 北大核心 2026年第2期198-207,共10页
农药最大残留限量(MRLs)标准差异正日益成为我国蔬菜出口的重要技术性贸易壁垒。本研究基于2013—2022年间中国与《区域全面经济伙伴关系协定》(RCEP)各成员国关于蔬菜农药最大限量残留标准及贸易数据,构建了农残标准严格差异指数,运用... 农药最大残留限量(MRLs)标准差异正日益成为我国蔬菜出口的重要技术性贸易壁垒。本研究基于2013—2022年间中国与《区域全面经济伙伴关系协定》(RCEP)各成员国关于蔬菜农药最大限量残留标准及贸易数据,构建了农残标准严格差异指数,运用泊松伪极大似然(poisson pseudo-maximum likelihood,PPML)估计法测算农残标准差异对我国蔬菜出口贸易的影响,并进行稳健性检验、内生性处理和异质性分析。定量计算结果显示,贸易各方农残标准差异严重阻碍了我国蔬菜出口,且这种抑制作用在蔬菜种类、国家性质上存在明显异质性。基于此,中国应积极推动区域内农药残留标准的协调与统一,同时着力提升国内蔬菜质量安全水平。研究结果为扩大区域内蔬菜贸易规模和推动亚太地区区域一体化进程提供了有力支持,也为我国实现从蔬菜生产大国向蔬菜强国转变提供了有益参考。 展开更多
关键词 农药最大残留限量标准差异 泊松伪极大似然回归 蔬菜出口 《区域全面经济伙伴关系协定》
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典型区域供冷系统用户换热站工艺水力学分析 被引量:2
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作者 旷金国 王朝晖 +3 位作者 许健 胡勣 王昭强 罗曙光 《暖通空调》 2026年第1期93-103,共11页
对典型区域供冷系统用户换热站工艺配置进行了分类,对每种工艺的设计与运行工况进行了水力学分析。结果表明:在小流量负荷率时,工艺3~6具有更小的最小资用压差,比工艺1、2有较大的节能优势;工艺6采用调节阀先后调节策略运行后,可以承受... 对典型区域供冷系统用户换热站工艺配置进行了分类,对每种工艺的设计与运行工况进行了水力学分析。结果表明:在小流量负荷率时,工艺3~6具有更小的最小资用压差,比工艺1、2有较大的节能优势;工艺6采用调节阀先后调节策略运行后,可以承受较大的管网压差及变化,调节精度高,有较大适用范围;在水泵扬程允许的条件下,工艺1可以取消静态平衡阀;工艺3、4比工艺1、2有较大的实际可调比,工艺4的阀门先后调节策略具有较好的调节精度;由于采用高可调比调节阀,工艺5、6可以克服管网压差变化对实际可调比变化的影响。本文提出的理论分析方法为换热站工艺选择与优化设计提供了理论依据,也可作为管网运行优化的理论基础。 展开更多
关键词 区域供冷 用户换热站 工艺 水力学 最小资用压差 最大管网压差 调节精度
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Diagnostics in generalized nonlinear models based on maximum L_q-likelihood estimation 被引量:1
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作者 徐伟娟 林金官 《Journal of Southeast University(English Edition)》 EI CAS 2013年第1期106-110,共5页
In order to detect whether the data conforms to the given model, it is necessary to diagnose the data in the statistical way. The diagnostic problem in generalized nonlinear models based on the maximum Lq-likelihood e... In order to detect whether the data conforms to the given model, it is necessary to diagnose the data in the statistical way. The diagnostic problem in generalized nonlinear models based on the maximum Lq-likelihood estimation is considered. Three diagnostic statistics are used to detect whether the outliers exist in the data set. Simulation results show that when the sample size is small, the values of diagnostic statistics based on the maximum Lq-likelihood estimation are greater than the values based on the maximum likelihood estimation. As the sample size increases, the difference between the values of the diagnostic statistics based on two estimation methods diminishes gradually. It means that the outliers can be distinguished easier through the maximum Lq-likelihood method than those through the maximum likelihood estimation method. 展开更多
关键词 maximum Lq-likelihood estimation generalized nonlinear regression model case-deletion model generalized Cook distance likelihood distance difference of deviance
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大体积承台混凝土水化热时变温度影响因素分析
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作者 张建新 《黑龙江科学》 2026年第2期1-6,共6页
为研究大体积混凝土水化反应过程中的温度变化,建立实际桥梁承台有限元模型,分析承台混凝土浇筑后水化热时变温度规律。分析了混凝土分层浇筑、有无冷却管、混凝土入模温度、冷却水流量和冷却水流入温度对大体积混凝土承台内部绝热温升... 为研究大体积混凝土水化反应过程中的温度变化,建立实际桥梁承台有限元模型,分析承台混凝土浇筑后水化热时变温度规律。分析了混凝土分层浇筑、有无冷却管、混凝土入模温度、冷却水流量和冷却水流入温度对大体积混凝土承台内部绝热温升、表面温升和内表温差的影响,确定了大体积承台混凝土浇筑的控制参数。研究结果表明,承台混凝土分层浇筑可降低混凝土内表温差,但内部最高温度降低不明显。设置冷却管可显著降低混凝土内部最高温度和内表温差,混凝土内部最高温和内表温差随着混凝土入模温度降低而降低。混凝土内部最高温和内表温差随着冷却水流量增加而降低,但冷却水流量增加到一定程度后降低效应大大降低。混凝土内部最高温和内表温差随着冷却水流入温度的降低而降低,冷却水流入温度还需满足与内部最高温度差值的限制。 展开更多
关键词 桥梁工程 大体积混凝土 水化热 温度效应 绝对最大温度 温差效应
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基于组合赋权-灰色关联模型的“无废城市”建设绩效评价研究——以湖北省为例
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作者 段盼盼 朱燕 +3 位作者 郭慧鑫 李昱 王东方 陈丽鸣 《环境生态学》 2026年第2期187-194,共8页
采用层次分析法和Spearman相关性分析,选取制度机制建设、固体废物源头减量、固体废物资源化利用、固体废物最终处置和保障体系5个维度21项指标,建立了一套“无废城市”建设绩效评价指标体系,并利用级差最大化组合赋权法和灰色关联分析... 采用层次分析法和Spearman相关性分析,选取制度机制建设、固体废物源头减量、固体废物资源化利用、固体废物最终处置和保障体系5个维度21项指标,建立了一套“无废城市”建设绩效评价指标体系,并利用级差最大化组合赋权法和灰色关联分析法构建了“无废城市”建设绩效评价模型。选取湖北省4个国家级“无废城市”建设城市进行实证研究,结果表明,宜昌市和武汉市“无废”等级均达到Ⅰ级;而黄石市和襄阳市“无废”等级均为Ⅱ级,建设水平有待提升。该结论与地市自评估结果和专家评价基本一致,表明该模型用于“无废城市”绩效评价具有可行性和可靠性。该模型能对各地“无废城市”建设中的优势与短板做进一步分析,可为后续工作改进提供有力指导,具有较好的应用前景。 展开更多
关键词 “无废城市” Spearman相关性分析 级差最大化组合赋权法 灰色关联分析法 绩效评价
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Approximate Maximum Likelihood Algorithm for Moving Source Localization Using TDOA and FDOA Measurements 被引量:30
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作者 YU Huagang HUANG Gaoming +1 位作者 GAO Jun WU Xinhui 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2012年第4期593-597,共5页
A closed-form approximate maximum likelihood(AML) algorithm for estimating the position and velocity of a moving source is proposed by utilizing the time difference of arrival(TDOA) and frequency difference of arr... A closed-form approximate maximum likelihood(AML) algorithm for estimating the position and velocity of a moving source is proposed by utilizing the time difference of arrival(TDOA) and frequency difference of arrival(FDOA) measurements of a signal received at a number of receivers.The maximum likelihood(ML) technique is a powerful tool to solve this problem.But a direct approach that uses the ML estimator to solve the localization problem is exhaustive search in the solution space,and it is very computationally expensive,and prohibits real-time processing.On the basis of ML function,a closed-form approximate solution to the ML equations can be obtained,which can allow real-time implementation as well as global convergence.Simulation results show that the proposed estimator achieves better performance than the two-step weighted least squares(WLS) approach,which makes it possible to attain the Cramér-Rao lower bound(CRLB) at a sufficiently high noise level before the threshold effect occurs. 展开更多
关键词 approximate maximum likelihood(AML) maximum likelihood(ML) source localization time differences of arrival(TDOA) frequency differences of arrival(FDOA)
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Maximum modulus principle estimates for one dimensional fractional diffusion equation 被引量:1
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作者 ZHU Lin RUI Hong-xing 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2015年第4期466-478,共13页
We present scheme I for solving one-dimensional fractional diffusion equation with variable coefficients based on the maximum modulus principle and two Grunwald approxima- tions. Scheme II is obtained by using classic... We present scheme I for solving one-dimensional fractional diffusion equation with variable coefficients based on the maximum modulus principle and two Grunwald approxima- tions. Scheme II is obtained by using classic Crank-Nicolson approximations in order to improve the time convergence. Schemes are proved to be unconditionally stable and second-order accuracy in spatial grid size for the problem with order of fractional derivative belonging to [(√17- 1)/2, 2] using the maximum modulus principle. A numerical example is given to confirm the theoretical analysis result. 展开更多
关键词 the maximum modulus principle the Griinwald approximation finite difference scheme frac-tional diffusion equation numerical analysis.
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High-order maximum-principle-preserving and positivity-preserving weighted compact nonlinear schemes for hyperbolic conservation laws 被引量:3
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作者 Lingyan TANG Songhe SONG Hong ZHANG 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2020年第1期173-192,共20页
In this paper,the maximum-principle-preserving(MPP)and positivitypreserving(PP)flux limiting technique will be generalized to a class of high-order weighted compact nonlinear schemes(WCNSs)for scalar conservation laws... In this paper,the maximum-principle-preserving(MPP)and positivitypreserving(PP)flux limiting technique will be generalized to a class of high-order weighted compact nonlinear schemes(WCNSs)for scalar conservation laws and the compressible Euler systems in both one and two dimensions.The main idea of the present method is to rewrite the scheme in a conservative form,and then define the local limiting parameters via case-by-case discussion.Smooth test problems are presented to demonstrate that the proposed MPP/PP WCNSs incorporating a third-order Runge-Kutta method can attain the desired order of accuracy.Other test problems with strong shocks and high pressure and density ratios are also conducted to testify the performance of the schemes. 展开更多
关键词 hyperbolic conservation law maximum-principle-preserving(MPP) positivity-preserving(PP) weighted compact nonlinear scheme(WCNS) finite difference scheme
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Comparison between methods for predicting maximum solid solubility of transition metals in solvent metal 被引量:1
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作者 周自强 方守狮 冯锋 《中国有色金属学会会刊:英文版》 CSCD 2003年第5期1185-1189,共5页
It is important to know the maximum solid solubility( C max ) of various transition metals in a metal when one designs multi component alloys. There have been several semi empirical approaches to qualitatively predict... It is important to know the maximum solid solubility( C max ) of various transition metals in a metal when one designs multi component alloys. There have been several semi empirical approaches to qualitatively predict the C max , such as Darken Gurry(D G) theorem, Miedema Chelikowsky(M C) theorem, electron concentration rule and the bond parameter rule. However, they are not particularly valid for the prediction of C max . It was developed on the basis of energetics of alloys as a new method to predict C max of different transition metals in metal Ti, which can be described as a semi empirical equation using the atomic parameters, i e, electronegativity difference, atomic diameter and electron concentration. It shows that the present method can be used to explain and deduce D G theorem, M C theorem and electron concentration rule. 展开更多
关键词 最大固溶度 金属溶解 原子大小系数 电子浓度 负电性区分
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Rules for maximum solid solubility of transition metals in Ti,Zr and Hf solvents
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作者 周自强 方守狮 冯锋 《中国有色金属学会会刊:英文版》 CSCD 2003年第4期864-868,共5页
Based on the principle of energy change of alloy formation, the rules for the maximum solid solubility ( C max ) of various transition metals in the metals Ti, Zr and Hf were studied. It is deduced that the C max of t... Based on the principle of energy change of alloy formation, the rules for the maximum solid solubility ( C max ) of various transition metals in the metals Ti, Zr and Hf were studied. It is deduced that the C max of transition metals in the metals Ti, Zr and Hf can be described as a semi empirical equation using three atomic parameters, i.e., electronegativity difference, atomic diameter and electron concentration. From the equation analysis by using experimental data, it shows that atomic size parameter and electronegativity difference are the main factors that affect the C max of the transition metals in the metals Ti, Zr and Hf while electron concentration parameter has the smallest effect on C max . 展开更多
关键词 过渡金属 溶解度 溶剂
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薄膜铌酸锂复杂波导的光刻工艺参数优化
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作者 石照耀 唐长发 +2 位作者 杨登才 杨锋 李子琰 《北京工业大学学报》 北大核心 2025年第9期1121-1128,共8页
近年来不断有新技术应用于光刻来提升光刻分辨率,由于研究和资金等方面的问题,其技术难度呈指数级增长,研究如何改进光刻工艺技术,寻找更优秀的工艺方法,已成为当前优化光刻图形、提升光刻最小分辨率的研究方向。提出了一种光刻参数优... 近年来不断有新技术应用于光刻来提升光刻分辨率,由于研究和资金等方面的问题,其技术难度呈指数级增长,研究如何改进光刻工艺技术,寻找更优秀的工艺方法,已成为当前优化光刻图形、提升光刻最小分辨率的研究方向。提出了一种光刻参数优化方法,该方法通过定义最大允许时差的概念,来表征光刻工艺参数之间的相互关系。分别选用图案线宽为1.5、2.0、2.5μm的掩模版,用优化前后的光刻参数在SUSS MJB4光刻机下套刻。经过实验测试,用优化后光刻参数套刻得到的线条宽度窄于同样条件下未优化光刻参数套刻得到的线条宽度。 展开更多
关键词 薄膜铌酸锂 光波导 光刻分辨率 光刻工艺 最大允许时差 优化设计
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基于样本矩-最大熵法的长短腿输电塔整体可靠度分析 被引量:1
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作者 王成 王涛 +3 位作者 黄兴 刘翔云 李正良 刘畅 《西南交通大学学报》 北大核心 2025年第5期1315-1324,共10页
为准确评估长短腿输电塔整体安全水平,依托某500 kV输电线路工程,建立长短腿输电塔精细化数值模型,根据《架空输电线路杆塔结构设计技术规程》(DL/T 5486—2020)以及数值分析结果,给出长短腿输电塔不同失效模式下的功能函数,并结合等价... 为准确评估长短腿输电塔整体安全水平,依托某500 kV输电线路工程,建立长短腿输电塔精细化数值模型,根据《架空输电线路杆塔结构设计技术规程》(DL/T 5486—2020)以及数值分析结果,给出长短腿输电塔不同失效模式下的功能函数,并结合等价极值事件原理加以等价描述;随后,基于低偏差序列方法生成随机样本点,计算样本响应并获得等价功能函数统计矩;最后,通过改进最大熵法计算长短腿输电塔整体可靠指标.分析结果表明:本文方法所计算的长短腿输电塔整体可靠指标的相对误差和计算成本分别为Monte Carlo仿真(MCS)法的0.46%和0.05%;单一失效模式下得到的长短腿输电塔可靠指标较整体可靠指标偏低,建议采用整体可靠指标衡量长短腿输电塔的安全水平;塔腿级差和长短腿输电塔整体可靠指标成反比,16 m级差工况下的长短腿输电塔整体可靠指标较等长腿降低了15.72%,设计时应避免级差过大的情况. 展开更多
关键词 长短腿输电塔 整体可靠度 样本矩 改进最大熵法 塔腿级差
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Constructal design of a rectangular porous fin considering minimization of maximum temperature difference and pumping power consumption 被引量:4
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作者 LIU XiaoYe FENG HuiJun +1 位作者 CHEN LinGen GE YanLin 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2024年第3期919-929,共11页
A heat dissipation model of a rectangular porous fin is established based on constructal theory. First, the constructal design of rectangular porous fin is conducted by selecting a complex function minimization, which... A heat dissipation model of a rectangular porous fin is established based on constructal theory. First, the constructal design of rectangular porous fin is conducted by selecting a complex function minimization, which composed of linear weighting sum of maximum temperature difference and pumping power consumption, as optimization objective. Effects of gap height, air inlet velocity, total porous fin volume and porosity on the optimal constructs are investigated, respectively. The findings show that the complex function can attain its double minimum at a value of 0.802 when the fin length and number are optimized, and the corresponding optimal fin length and number are 8.01 mm and 10, respectively. In comparison to original design, the complex function and maximum temperature difference after twice optimization are decreased by 19.80% and 66.31%, respectively.Second, the comprehensive performance of porous fin is improved by simultaneously optimizing the fin length and number. The artificial neural network is applied to predict the fin performances, which is used to conduct multi-objective optimization based on NSGA-II algorithm. Optimal structure of porous fin for multiple requirements is gained by LINMAP and TOPSIS decisionmaking strategies. The findings in this study can serve as theoretical guides for fin thermal designs of electronic devices. 展开更多
关键词 constructal theory rectangular porous fin pumping power consumption maximum temperature difference complex function multi-objective optimization
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MCKD-VMD算法在单相接地故障定位中的应用
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作者 韩涛 代文 +2 位作者 龚柳丹 杨佩桥 石涛 《电子设计工程》 2025年第15期153-159,165,共8页
针对新型电力系统下小电流接地系统的单相接地故障定位问题,提出了一种基于MCKD-VMD融合技术的定位方法。采用最大相关峭度解卷积(Maximum Correlated Kurtosis Deconvolution,MCKD)对故障零序电流信号进行预处理,以滤除背景噪声,提升... 针对新型电力系统下小电流接地系统的单相接地故障定位问题,提出了一种基于MCKD-VMD融合技术的定位方法。采用最大相关峭度解卷积(Maximum Correlated Kurtosis Deconvolution,MCKD)对故障零序电流信号进行预处理,以滤除背景噪声,提升故障检测灵敏度。应用变分模态分解(Variational Mode Decomposition,VMD)算法对增强信号进行分解,提取关键模态并计算其峭度值。通过最大相邻差分法确定故障区段,实现接地故障准确定位。为验证所提方法的有效性,搭建10 kV配电网仿真模型并进行不同故障条件下的分析,结果表明,所提方法峭度较单一的VMD和MCKD-EEMD算法分别提高了66.9%、40.99%,为小电流接地系统的故障定位提供了可靠方案。 展开更多
关键词 小电流接地系统 故障定位 最大相关峭度解卷积 变分模态分解 最大相邻差分法
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基于Swin-Transformer的多尺度多源域自适应轴承故障诊断 被引量:1
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作者 周玉国 张志凯 +2 位作者 张金超 于春风 周立俭 《机床与液压》 北大核心 2025年第1期32-42,共11页
针对当前多源域自适应方法无法充分挖掘多源域中不同尺度故障信息的问题,提出一种基于Swin-Transformer(Swin-T)的多尺度多源域自适应轴承故障诊断方法。通过连续小波变换,获得振动信号在不同频带的特征。为更充分地利用多源域中不同尺... 针对当前多源域自适应方法无法充分挖掘多源域中不同尺度故障信息的问题,提出一种基于Swin-Transformer(Swin-T)的多尺度多源域自适应轴承故障诊断方法。通过连续小波变换,获得振动信号在不同频带的特征。为更充分地利用多源域中不同尺度的故障信息,提出基于Swin-T的多尺度特征提取网络。为了减小各域之间的数据分布差异,构建基于最大均值差异的特征对齐网络,并根据不同尺度对分类的贡献赋予权值。此外,构建多尺度特征融合模块,对不同尺度的特征信息进行融合,得到故障特征集。最后,利用Softmax对特征集进行故障分类,并通过最小化多分类器预测差异损失得到最终分类结果。在凯斯西储大学和青岛理工大学轴承数据集上,该方法的故障分类准确度分别达到99.63%和99.40%。 展开更多
关键词 轴承 故障诊断 多源域自适应 Swin-Transformer 多尺度特征提取 最大均值差异
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