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NUMERICAL SIMULATION OF METHANE-AIR TURBULENT JET FLAME USING A NEW SECOND-ORDER MOMENT MODEL 被引量:4
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作者 陈兴隆 周力行 张健 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2000年第1期41-47,共7页
A new second-order moment model for turbulent combustion is applied in the simulation of methane-air turbulent jet flame. The predicted results are compared with the experimental results and with those predicted using... A new second-order moment model for turbulent combustion is applied in the simulation of methane-air turbulent jet flame. The predicted results are compared with the experimental results and with those predicted using the well-known EBU-Arrhenius model and the original second-order moment model. The comparison shows the advantage of the new model that it requires almost the same computational storage and time as that of the original second-order moment model, but its modeling results are in better agreement with experiments than those using other models. Hence, the new second-order moment model is promising in modeling turbulent combustion with NOx formation with finite reaction rate for engineering application. 展开更多
关键词 turbulent combustion second-order moment model numerical simulation
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MOMENTS AND LARGE DEVIATIONS FOR SUPERCRITICAL BRANCHING PROCESSES WITH IMMIGRATION IN RANDOM ENVIRONMENTS 被引量:3
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作者 Chunmao HUANG Chen WANG Xiaoqiang WANG 《Acta Mathematica Scientia》 SCIE CSCD 2022年第1期49-72,共24页
Let(Z_(n))be a branching process with immigration in a random environmentξ,whereξis an independent and identically distributed sequence of random variables.We show asymptotic properties for all the moments of Z_(n) ... Let(Z_(n))be a branching process with immigration in a random environmentξ,whereξis an independent and identically distributed sequence of random variables.We show asymptotic properties for all the moments of Z_(n) and describe the decay rates of the n-step transition probabilities.As applications,a large deviation principle for the sequence log Z_(n) is established,and related large deviations are also studied. 展开更多
关键词 branching process with immigration random environment momentS harmonic moments large deviations
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Comparison of a Full Second-Order Moment Model and an Algebraic Stress Two-Phase Turbulence Model for Simulating Bubble-Liquid Flows in a Bubble Column 被引量:3
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作者 周力行 杨玟 +2 位作者 廉春英 L.S.Fan D.J.Lee 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2002年第2期142-148,共7页
A full second-order moment (FSM) model and an algebraic stress (ASM) two-phase turbulence modelare proposed and applied to predict turbulent bubble-liquid flows in a 2D rectangular bubble column. Predictiongives the b... A full second-order moment (FSM) model and an algebraic stress (ASM) two-phase turbulence modelare proposed and applied to predict turbulent bubble-liquid flows in a 2D rectangular bubble column. Predictiongives the bubble and liquid velocities, bubble volume fraction, bubble and liquid Reynolds stresses and bubble-liquidvelocity correlation. For predicted two-phase velocities and bubble volume fraction there is only slight differencebetween these two models, and the simulation results using both two models are in good agreement with the particleimage velocimetry (PIV) measurements. Although the predicted two-phase Reynolds stresses using the FSM are insomewhat better agreement with the PIV measurements than those predicted using the ASM, the Reynolds stressespredicted using both two models are in general agreement with the experiments. Therefore, it is suggested to usethe ASM two-phase turbulence model in engineering application for saving the computation time. 展开更多
关键词 second-order moment model two-phase turbulence bubble-liquid flow bubble column
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MOMENTS OF CONTINUOUS-STATE BRANCHING PROCESSES IN LéVY RANDOM ENVIRONMENTS 被引量:1
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作者 Lina JI Xiangqi ZHENG 《Acta Mathematica Scientia》 SCIE CSCD 2019年第3期781-796,共16页
For continuous-state branching processes in Lévy random environments, the recursion of n-moments and the equivalent condition for the existence of general f-moments are established, where f is a positive continuo... For continuous-state branching processes in Lévy random environments, the recursion of n-moments and the equivalent condition for the existence of general f-moments are established, where f is a positive continuous function satisfying some standard conditions. 展开更多
关键词 Branching processes continuous-state momentS RANDOM environment stochastic EQUATIONS
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A two-scale second-order moment two-phase turbulence model for simulating dense gas-particle flows 被引量:4
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作者 Zhuoxiong Zeng Lixing Zhou Jian Zhang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2005年第5期425-429,共5页
A two-scale second-order moment two-phase turbulence model accounting for inter-particle collision is developed, based on the concepts of particle large-scale fluctuation due to turbulence and particle small-scale flu... A two-scale second-order moment two-phase turbulence model accounting for inter-particle collision is developed, based on the concepts of particle large-scale fluctuation due to turbulence and particle small-scale fluctuation due to collision and through a unified treatment of these two kinds of fluctuations. The proposed model is used to simulate gas-particle flows in a channel and in a downer. Simulation results are in agreement with the experimental results reported in references and are near the results obtained using the sin- gle-scale second-order moment two-phase turbulence model superposed with a particle collision model (USM-θ model) in most regions. 展开更多
关键词 Gas-particle flows .second-order moment model . Two-scale fluctuation
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MOMENTS OF PASSAGE TIMES AND ASYMPTOTIC BEHAVIOR OF INCREASING SELF-SIMILAR MARKOV PROCESSES
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作者 胡巍 刘禄勤 《Acta Mathematica Scientia》 SCIE CSCD 2015年第6期1426-1436,共11页
By using Lamperti's bijection between self-similar Markov processes and L@vy processes~ we prove finiteness of moments and asymptotic behavior of passage times for increasing self-similar Markov processes valued in ... By using Lamperti's bijection between self-similar Markov processes and L@vy processes~ we prove finiteness of moments and asymptotic behavior of passage times for increasing self-similar Markov processes valued in (0, ~). We Mso investigate the behavior of the process when it crosses a level. A limit theorem concerning the distribution of the process immediately before it crosses some level is proved. Some useful examples are given. 展开更多
关键词 self-similar process Markov process Levy process SUBORDINATOR passage time moment
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EFFECT OF EMPIRICAL COEFFICIENTS ON SIMULATION IN TWO-SCALE SECOND-ORDER MOMENT PARTICLE-PHASE TURBULENCE MODEL
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作者 胡春波 曾卓雄 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2006年第11期1491-1497,共7页
A two-scale second-order moment two-phase turbulence model accounting for inter-particle collision is developed, based on the concept of particle large-scale fluctuation due to turbulence and particle small-scale fluc... A two-scale second-order moment two-phase turbulence model accounting for inter-particle collision is developed, based on the concept of particle large-scale fluctuation due to turbulence and particle small-scale fluctuation due to collision. The proposed model is used to simulate gas-particle downer reactor flows. The computational results of both particle volume fraction and mean velocity are in agreement with the experimental results. After analyzing effects of empirical coefficient on prediction results, we can come to a conclusion that, inside the limit range of empirical coefficient, the predictions do not reveal a large sensitivity to the empirical coefficient in the downer reactor, but a relatively great change of the constants has important effect on the prediction. 展开更多
关键词 two-phase flow second-order moment model two-scale fluctuation empirical coefficients
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SECOND-ORDER MOMENT MODEL FOR DENSE TWO-PHASE TURBULENT FLOW OF BINGHAM FLUID WITH PARTICLES
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作者 曾卓雄 周力行 刘志和 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2006年第10期1373-1381,共9页
The USM-θ model of Bingham fluid for dense two-phase turbulent flow was developed, which combines the second-order moment model for two-phase turbulence with the particle kinetic theory for the inter-particle collisi... The USM-θ model of Bingham fluid for dense two-phase turbulent flow was developed, which combines the second-order moment model for two-phase turbulence with the particle kinetic theory for the inter-particle collision. In this model, phases interaction and the extra term of Bingham fluid yield stress are taken into account. An algorithm for USM-θ model in dense two-phase flow was proposed, in which the influence of particle volume fraction is accounted for. This model was used to simulate turbulent flow of Bingham fluid single-phase and dense liquid-particle two-phase in pipe. It is shown USM-θ model has better prediction result than the five-equation model, in which the particle-particle collision is modeled by the particle kinetic theory, while the turbulence of both phase is simulated by the two-equation turbulence model. The USM-θ model was then used to simulate the dense two-phase turbulent up flow of Bingham fluid with particles. With the increasing of the yield stress, the velocities of Bingham and particle decrease near the pipe centre. Comparing the two-phase flow of Bingham-particle with that of liquid-particle, it is found the source term of yield stress has significant effect on flow. 展开更多
关键词 Bingham fluid two-phase flow yield stress second-order moment model
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AN ESTIMATE ON THE DISTRIBUTION AND MOMENTS OF THE LAST EXIT TIME OF AN ELLIPTIC DIFFUSION PROCESS
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作者 李波 刘禄勤 《Acta Mathematica Scientia》 SCIE CSCD 2006年第4期639-645,共7页
Let Ls be the last exit time from a compact set B of an elliptic diffusion process X. A moderate estimate for the distribution of Ls is obtained, and the sufficient and necessary condition for E^x(L^κB) 〈∞ is pr... Let Ls be the last exit time from a compact set B of an elliptic diffusion process X. A moderate estimate for the distribution of Ls is obtained, and the sufficient and necessary condition for E^x(L^κB) 〈∞ is proved. 展开更多
关键词 Last exit time moment TRANSIENCE DISTRIBUTION diffusion process
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Moment tensor inversion and source rupture process of the September 27, 2003 M_S=7.9 earthquake occurred in the border area of China, Russia and Mongolia
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作者 赵翠萍 陈章立 +1 位作者 郑斯华 刘杰 《Acta Seismologica Sinica(English Edition)》 EI CSCD 2005年第3期255-268,378,共15页
plane with the strike of 127°, the dip of 79° and the rake of 171°. The rupture process inversion result of MS=7.9 earthquake shows that the total rupture duration is about 37 s, the scalar moment tenso... plane with the strike of 127°, the dip of 79° and the rake of 171°. The rupture process inversion result of MS=7.9 earthquake shows that the total rupture duration is about 37 s, the scalar moment tensor is M0=0.97 × 1020 N·m. Rupture mainly occurred on the shallow area with 110 km long and 30 km wide, the location in which the rupture initiated is not where the main rupture took place, and the area with slip greater than 0.5 m basically lies within 35 km deep middle-crust under the earth surface. The maximum static slip is 3.6 m. There are two distinct areas with slip larger than 2.0 m. We noticed that when the rupture propagated towards northwest and closed to the area around the MS=7.3 hypocenter, the slip decreased rapidly, which may indicate that the rupture process was stopped by barriers. The consistence of spatial distribution of slip on the fault plane with the distribution of aftershocks also supports that the rupture is a heterogeneous process owing to the presence of barriers. 展开更多
关键词 earthquake occurred in the boundary area of China Russia and Mongolia moment tensor inversion source rupture process BARRIER
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一维时齐带反射边界零常返扩散过程回返时的矩
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作者 王颖喆 郑家森 郝一菲 《北京师范大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第4期461-467,共7页
基于半直线[0,∞)带反射边界的一维时齐零常返扩散过程,探讨了其击中固定点1后首次回返时的矩,并对回返时Laplace变换所满足的带反射边界条件微分方程的近似解进行了估计;由Tauberian引理获得了回返时概率分布的渐近估计,并得到了回返... 基于半直线[0,∞)带反射边界的一维时齐零常返扩散过程,探讨了其击中固定点1后首次回返时的矩,并对回返时Laplace变换所满足的带反射边界条件微分方程的近似解进行了估计;由Tauberian引理获得了回返时概率分布的渐近估计,并得到了回返时的γ阶矩有限时,阶数γ的取值范围. 展开更多
关键词 扩散过程 回返时的矩 零常返 反射边界 LAPLACE变换
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批产卫星磁试验流程优化方法
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作者 刘超波 张艳景 +4 位作者 徐欣 李娜 冯振伟 高扬 肖琦 《先进小卫星技术(中英文)》 2024年第3期32-39,共8页
为了在确保验证有效性的同时提高批产卫星的磁试验效率,提出了一种优化批产卫星磁试验流程的方法.建立了与卫星磁试验国际标准相适应的卫星剩磁矩和杂散磁矩模型,揭示了批产卫星各星之间磁矩的相关性,并以此优化和重构了卫星磁试验流程... 为了在确保验证有效性的同时提高批产卫星的磁试验效率,提出了一种优化批产卫星磁试验流程的方法.建立了与卫星磁试验国际标准相适应的卫星剩磁矩和杂散磁矩模型,揭示了批产卫星各星之间磁矩的相关性,并以此优化和重构了卫星磁试验流程.将优化后的流程应用于3种批产的卫星或部件的磁试验中,结果表明:该方法在整星磁试验中的有效性为85.7%,可将整星磁试验周期压缩92.6%;在部件磁试验中的有效性为100%,可将部件磁试验周期压缩53.8%,为未来批产卫星磁试验的流程优化和标准编制提供了理论参考. 展开更多
关键词 批产 卫星 磁试验 流程优化 磁矩 磁模型
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导叶关闭规律对大小机组水电站同时甩负荷工况的影响分析
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作者 王鹏 姚雄 陈兰 《水利与建筑工程学报》 2024年第5期106-111,共6页
针对两台大机组、两台小机组联合布置的一洞四机的水电站,基于特征线法,建立系统的过渡过程模型,模拟系统甩负荷工况,研究分析一段直线关闭规律及两段折线关闭规律对过渡过程的影响。结果表明:一段直线关闭规律时间越长、两段折线关闭... 针对两台大机组、两台小机组联合布置的一洞四机的水电站,基于特征线法,建立系统的过渡过程模型,模拟系统甩负荷工况,研究分析一段直线关闭规律及两段折线关闭规律对过渡过程的影响。结果表明:一段直线关闭规律时间越长、两段折线关闭第一段关闭时间越长、折点开度越大以及第二段关闭时间越长时,蜗壳最大压力越小,机组最大转速上升率越大;增加转动惯量有利于改善过渡过程参数,可通过调整大(小)机组的转动惯量使大小机组过渡过程极值接近。 展开更多
关键词 水电站 导叶关闭规律 过渡过程 转动惯量
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基于优化组合赋权的可拓学磷矿山岩体质量评价 被引量:2
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作者 凡奥奇 王万禄 +3 位作者 李树建 张斌 刘映辉 吴浩 《黄金科学技术》 CSCD 北大核心 2024年第1期132-143,共12页
为解决岩体质量评价相邻等级之间指标参数模糊不确定性问题,引入可拓学理论,提出基于优化组合赋权的可拓学岩体质量分级模型,对昆阳二矿磷矿山地下开采的岩石进行质量评价。首先,根据矿山地质特征选取岩石单轴饱和抗压强度(Rc)、岩石质... 为解决岩体质量评价相邻等级之间指标参数模糊不确定性问题,引入可拓学理论,提出基于优化组合赋权的可拓学岩体质量分级模型,对昆阳二矿磷矿山地下开采的岩石进行质量评价。首先,根据矿山地质特征选取岩石单轴饱和抗压强度(Rc)、岩石质量指标(RQD)、节理间距(Jd)、结构面条件(Jf)、地下水状态(W)和地应力影响系数(Z)6个影响指标,将每个指标划分为5个等级;然后通过改进的层次分析法和熵权法分别确定指标的主观和客观权重,引入矩估计法对主客观权重进行优化组合;最后应用修正的RMR法和Q系统法对岩体质量进行评价,将分级结果与基于优化组合赋权的可拓学岩体质量分级结果进行比较。研究表明:5个待评价岩体中,除上矿体N3的模型分级结果与修正RMR法存在差异之外,其余岩体的分级结果与修正RMR法相同,使用Q系统法的评价结果整体偏低。此外,该模型可得出岩体质量等级偏向于相邻等级的程度,分级结果符合昆阳二矿磷矿山生产勘探地质报告岩体质量范围,比修正RMR法和Q系统法更加准确,验证了本文方法的可靠性,为地下矿山开采提供了技术支撑。 展开更多
关键词 岩体质量评价 可拓学 物元模型 矩估计法 RMR法 改进层次分析法
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基于离散元模拟的受载裂隙岩体地震学声发射响应特征
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作者 周文东 崔宴伟 +5 位作者 王笑然 陈力 许可 任戈辉 王昊 司磊磊 《煤炭科学技术》 EI CAS CSCD 北大核心 2024年第10期54-62,共9页
为深入分析裂隙岩体受载时声发射震源响应机制,结合地震学中的矩张量理论,提出了从颗粒相对运动角度计算声发射特征的细观离散元模拟新方法。以含预制雁行裂纹岩体为研究对象,利用颗粒流(PFC)数值模拟软件再现了其裂纹扩展过程及力学−... 为深入分析裂隙岩体受载时声发射震源响应机制,结合地震学中的矩张量理论,提出了从颗粒相对运动角度计算声发射特征的细观离散元模拟新方法。以含预制雁行裂纹岩体为研究对象,利用颗粒流(PFC)数值模拟软件再现了其裂纹扩展过程及力学−变形特征,基于新开发的声发射响应模拟方法计算得到了声发射事件空间演化、震级分布及矩张量取向特征。研究结果表明:单轴压缩条件下,预制雁行裂纹岩石应力在峰值后突降,裂纹迅速扩展形成宏观主破裂,声发射事件激增,峰后脆性破坏特征明显。由PFC软件获取的张拉、剪切裂纹个数在时间上呈相似增长趋势,但张拉裂纹数量远多于剪切裂纹。基于地震学计算得到的声发射矩震级主要集中在[−6.9,−5.9],其分布的GR统计关系斜率b为1.81。声发射矩张量空间取向与试样破裂张剪类型相吻合,表现在:在翼裂纹区域内声发射矩张量以横向为主,张拉破坏多于剪切破裂;而在主裂纹区域矩张量形态杂乱,张拉和剪切破坏占比接近。基于声发射矩张量T-k图和矩张量R值理论判定了不同加载阶段微裂纹张剪属性,其与PFC获取的张、剪裂纹占比变化趋势基本吻合,而两者对比结果表明选用−20<R<20作为张剪裂纹分区区间比Feignier等建议的[−30,30]更为合理。研究成果为精确分析岩体破裂震源特征及张剪属性判识等提供了有益借鉴。 展开更多
关键词 裂隙岩体 离散元模拟 裂纹扩展 声发射矩张量 震级分布 张剪属性
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大震应急产品产出与服务平台建设
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作者 韩光洁 徐泰然 +3 位作者 戴丹青 刘敬光 邓文泽 席楠 《中国地震》 北大核心 2024年第1期208-222,共15页
地震时空强参数已不能满足日益增长的最大限度减轻地震灾害的需求。作为国家级地震监测中心,中国地震台网中心联合各研究所和试点省局,建设了大震应急产品产出与服务平台。中强震发生后,该平台准实时产出除地震三要素之外的多类地震参... 地震时空强参数已不能满足日益增长的最大限度减轻地震灾害的需求。作为国家级地震监测中心,中国地震台网中心联合各研究所和试点省局,建设了大震应急产品产出与服务平台。中强震发生后,该平台准实时产出除地震三要素之外的多类地震参数和图件,为及时准确评估受灾区域和灾损程度、揭示地震成因和致灾机理提供了丰富的基础资料,第一时间服务于救援决策和震情会商,显著提升了国家级地震监测中心的应急处置和践行减轻地震灾害的能力。 展开更多
关键词 大震应急产品 地震矩张量 震源破裂过程 地震烈度
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基于序贯设计和高斯过程模型的结构动力不确定性量化方法
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作者 万华平 张梓楠 +1 位作者 周家伟 任伟新 《浙江大学学报(工学版)》 EI CAS CSCD 北大核心 2024年第3期529-536,共8页
将直接基于有限元模型的蒙特卡罗方法用于结构动力不确定性量化较耗时,为此采用高斯过程模型取代耗时的有限元模型,提高不确定性量化的计算效率.提出基于序贯设计和高斯过程模型的结构动力不确定性量化方法,通过样本填充准则迭代,选择... 将直接基于有限元模型的蒙特卡罗方法用于结构动力不确定性量化较耗时,为此采用高斯过程模型取代耗时的有限元模型,提高不确定性量化的计算效率.提出基于序贯设计和高斯过程模型的结构动力不确定性量化方法,通过样本填充准则迭代,选择最优样本点建立自适应高斯过程模型,提升动力不确定性量化精度.在建立的自适应高斯过程模型框架下,动力特性统计矩的高维积分转化为一维积分,进而进行解析计算.采用2个数学函数来展示自适应高斯模型的拟合过程,高斯过程模型的拟合精度随着迭代次数增加而明显增加.将所提方法应用于柱面网壳的固有频率统计矩计算,计算精度与蒙特卡罗法的结果相当.与传统高斯过程模型对比,所提算法的计算效率优势明显,表明所提方法具有计算精度高和效率高的优势. 展开更多
关键词 结构动力特性 不确定性量化 序贯设计 高斯过程模型 统计矩
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基于边缘检测与数字图像相关的桥梁结构变形测试 被引量:1
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作者 林运飞 陈琳 +2 位作者 李倍安 唐瑞祥 晏班夫 《公路工程》 2024年第3期13-21,28,共10页
数字图像处理(DIP)技术在机械制造和自动化工程等领域用于工厂化精确尺寸测量,其特点包括非接触、高速、高精度、低成本。而数字图像相关(DIC)技术可实现工程结构的亚像素级非接触实时形变测试。研究验证了DIP算法在工程结构位移测量的... 数字图像处理(DIP)技术在机械制造和自动化工程等领域用于工厂化精确尺寸测量,其特点包括非接触、高速、高精度、低成本。而数字图像相关(DIC)技术可实现工程结构的亚像素级非接触实时形变测试。研究验证了DIP算法在工程结构位移测量的可行性。引入Canny和Zernike矩两种边缘识别算法,通过对粘贴于测试点的特定图案靶标进行边缘检测,对检测结果进行几何学拟合实现亚像素定位,对比不同时刻的靶标位置,从而获得结构位移时间变化。通过模拟试验、实验室试验和实桥试验,比较了基于DIP形变测试算法和DIC形变测试算法的精度、速度和误差。研究表明,基于DIP的结构形变测试在模拟试验中精度可达0.1 pixel,实验室条件下可达0.1 mm。Canny和Zernike矩算法的精度相近,低于DIC算法;DIC算法子集扩大时计算速度显著降低。Canny和DIC算法速度明显快于Zernike矩算法,通过CUDA并行加速,Zernike矩算法速度与小子集的DIC算法和Canny算法相当。在实桥试验中,DIC算法测试误差小于0.05 mm,精度最高;Canny和Zernike矩算法精度可达亚毫米级,适用于某些工程结构位移测试场景。 展开更多
关键词 变形测试 数字图像处理 数字图像相关 Canny检测 ZERNIKE矩
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更新过程若干矩性质及其风险理论应用
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作者 汪世界 方乐 金宁 《安庆师范大学学报(自然科学版)》 2024年第3期24-28,共5页
更新过程作为一类重要的计数随机过程,在金融风险理论、可靠性理论等研究领域均具有广泛应用。本文从更新过程的均值函数更新函数有限证明出发,利用其证明思想,进一步研究了更新过程若干矩函数性质,包括任意阶矩函数、指数阶矩函数性质... 更新过程作为一类重要的计数随机过程,在金融风险理论、可靠性理论等研究领域均具有广泛应用。本文从更新过程的均值函数更新函数有限证明出发,利用其证明思想,进一步研究了更新过程若干矩函数性质,包括任意阶矩函数、指数阶矩函数性质等。最后本文列举了更新过程矩函数性质在风险理论中的一个简单应用。 展开更多
关键词 更新过程 更新函数 矩函数 风险模型
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基于机器视觉的轴承识别与定位算法研究
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作者 余浪 苗鸿宾 +1 位作者 苏赫朋 申光鹏 《机械制造与自动化》 2024年第1期260-265,共6页
针对运用视觉技术对轴承进行质量检测与尺寸测量时,能够准确地识别定位到目标轴承,提出一种基于机器视觉的轴承识别与定位算法。通过对采集到的轴承图像进行预处理,分割出目标图像并提取图像的外轮廓边缘特征;设置轴承的模板图像,结合... 针对运用视觉技术对轴承进行质量检测与尺寸测量时,能够准确地识别定位到目标轴承,提出一种基于机器视觉的轴承识别与定位算法。通过对采集到的轴承图像进行预处理,分割出目标图像并提取图像的外轮廓边缘特征;设置轴承的模板图像,结合图像的Hu不变矩特征对轴承进行识别匹配;通过最小二乘法对图像边缘点进行圆拟合并采用迭代法进行修正,通过计算圆心的位置坐标,实现对轴承的定位。实验结果为:轴承的识别匹配度在0~0.03之间,定位误差在0.5像素以内,满足系统对轴承的识别定位精度要求。 展开更多
关键词 机器视觉 图像处理 HU不变矩 最小二乘法
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