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多输出高斯过程在变形监测数据处理中的研究及应用 被引量:2
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作者 邱小梦 欧阳亮酉 周世健 《江西科学》 2019年第6期832-835,845,共5页
单输出高斯过程模型针对单点建模和预测,未顾及各监测点间的相互影响,是一种局部建模和变形规律分析。多输出高斯过程模型把监测点间的互扰性作为预测模型的影响因素,对多个监测点建模预测时能充分利用监测点间的相关信息。通过建筑物... 单输出高斯过程模型针对单点建模和预测,未顾及各监测点间的相互影响,是一种局部建模和变形规律分析。多输出高斯过程模型把监测点间的互扰性作为预测模型的影响因素,对多个监测点建模预测时能充分利用监测点间的相关信息。通过建筑物和滑坡的2个工程实例验证分析,与单输出高斯过程模型相比,多输出高斯过程模型的预测值与实测值更为吻合,预测均方根误差分别提高了44.5%和77.8%,表明多输出高斯过程模型具有更高的预测精度,同时验证了该模型预测建筑物和滑坡变形的有效性。 展开更多
关键词 多输出高斯过程模型 变形监测 预测 输出高斯过程模型
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不同规则下“异同”判断的加工特点分析 被引量:1
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作者 刘强 周柳 +3 位作者 邱江 王琪 陶维东 张庆林 《心理科学》 CSSCI CSCD 北大核心 2010年第5期1084-1088,共5页
本文在综合前人研究的基础上,要求被试分别根据四种规则对同时呈现的两个图形做出"异同"判断,并对在四种规则下的"异同"判断的反应时数据进行综合的比较分析。所得结果支持"异"、"同"判断是基... 本文在综合前人研究的基础上,要求被试分别根据四种规则对同时呈现的两个图形做出"异同"判断,并对在四种规则下的"异同"判断的反应时数据进行综合的比较分析。所得结果支持"异"、"同"判断是基于不同的加工机制的假设。本研究进一步发现,"同"判断源自两个比较器,一个是和以往双过程模型类似的同一性识别器,该比较器只做出对两个物体完全相同的判断;另一个则是序列的、自终止的分析比较器。"异"判断源自于具有序列、自终止特点的分析比较器,该比较器在每次加工过程中,先加工某个维度的概率与是否注意该维度相关。 展开更多
关键词 “异同”判断 快同效应 单过程模型 过程模型
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Cracking process of rock mass models under uniaxial compression 被引量:9
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作者 陈新 廖志红 彭曦 《Journal of Central South University》 SCIE EI CAS 2013年第6期1661-1678,共18页
Anisotropic strength and deformability of the rock mass with non-persistent joints are governed by cracking process of the rock bridges. The dependence of cracking process of jointed rock masses on the two important g... Anisotropic strength and deformability of the rock mass with non-persistent joints are governed by cracking process of the rock bridges. The dependence of cracking process of jointed rock masses on the two important geometrical parameters, joint orientation and joint persistence, was studied systematically by carrying out a series of uniaxial compression tests on gypsum specimens with regularly arranged multiple parallel pre-existing joints. According to crack position, mechanism and temporal sequence, seven types of crack initiations and sixteen types of crack coalescences, were identified. It was observed that both tensile cracks and shear cracks can emanate from the pre-existing joints as well as the matrix. Vertical joints were included and coplanar tensile cracks initiation and coalescence were observed accordingly. For specimen with joint inclination angle ,8=75~, it was found that collinear joints can be linked not only by coplanar shear cracks but also by mixed tensile-shear cracks, and that a pair of them can form a small rotation block. Seven failure modes, including axial cleavage, crushing, crushing and rotation of new blocks, stepped failure, stepped failure and rotation of new blocks, shear failure along a single plane and shear failure along multiple planes, were observed. These modes shift gradually in accordance with the combined variation of joint orientation and joint persistence. It is concluded that cracking process and failure modes are more strongly affected by joint orientation than by joint persistence, especially when joint inclination angle is larger than 45~. Finally, variations of macroscopic mechanical behaviors with the two geometrical parameters, such as patterns of the complete axial stress-axial strain curves, peak strength and elastic modulus, are summarized and their mechanisms are successfully explained according to their different cracking process. 展开更多
关键词 rock mass joint orientation joint persistence uniaxial compression fracture process
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Cluster Growth Through Monomer Adsorption Processes
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作者 柯见洪 林振权 陈效双 《Communications in Theoretical Physics》 SCIE CAS CSCD 2010年第2期291-297,共7页
We propose a monomer adsorption model, in which only the monomers are allowed to diffuse and adsorb onto other clusters. By means of the generalized rate equation we investigate the kinetic behavior of the system with... We propose a monomer adsorption model, in which only the monomers are allowed to diffuse and adsorb onto other clusters. By means of the generalized rate equation we investigate the kinetic behavior of the system with a special rate kernel. For the system without monomer input, the concentration aj(t) of the Aj clusters (j 〉 1) asymptotically retains a nonzero quantity, while for the system with monomer input, it decays with time and vanishes finally. We also investigate the kinetics of an interesting model with fixed-rate monomer adsorption. For the ease without monomer source, the evolution of the system will halt at a finite time; while the system evolves infinitely in time in the case with monomer source. Finally, we also suggest a connection between the fixed-rate monomer adsorption systems and growing networks. 展开更多
关键词 kinetic behavior ADSORPTION rate equation approach
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Drilling Processes Using Drag Bits and Its Application 被引量:1
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作者 Zhantao Li Ken-ichi Itakura 《Journal of Civil Engineering and Architecture》 2012年第6期715-720,共6页
This paper proposes an analytical model to describe rock drilling processes using drag bits and rotary drills, and to induce relations among rock properties, bit shapes, and drilling parameters (rotary speed, thrust,... This paper proposes an analytical model to describe rock drilling processes using drag bits and rotary drills, and to induce relations among rock properties, bit shapes, and drilling parameters (rotary speed, thrust, torque, and stroke). In this model, a drilling process is divided into successive cycles. Each cycle includes two motions: feed and cutting. According to this model, drilling torque includes four components generated from cutting, friction, feed, and idle running respectively, the first three items are all proportional to the UCS (uniaxial compressive strength) when the penetration rate is constant. Laboratory tests verified the correctness and effectiveness of the proposed model qualitatively. Especially, the influence of friction on the flank face and the idle running was confirmed. Field experiments were performed. The results showed good correlation between the torque, penetration rate, and UCS. The proposed model and equations engender the possibility of eliminating useless components of cutting forces when investigating the relation between mechanical data and physical properties of rocks. 展开更多
关键词 Rock cutting rock drilling model INDENTATION uniaxial compressive strength.
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A QUANTITATIVE MODEL FOR INTRADAY STOCK PRICE CHANGES BASED ON ORDER FLOWS
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作者 LIMeng HUI Xiaofeng +1 位作者 ENDO Misao KISHIMOTO Kazuo 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2014年第1期208-224,共17页
This paper proposes a double Markov model of the double continuous auction for describing intra-day price changes. The model splits intra-day price changes as the repetition of one tick price moves and assumes order a... This paper proposes a double Markov model of the double continuous auction for describing intra-day price changes. The model splits intra-day price changes as the repetition of one tick price moves and assumes order arrivals are independent Poisson random processes. The dynamic process of price formation is described by a birth-death process of the double M/M/1 server queue corresponding to the best bid/ask. The initial depths of the best bid and ask are defined as different constants depending on the last price change. Thus, the price changes in the model follow a first-order Markov process. As the initial depth of the best bid/ask is originally larger than that of the opposite side when the last price is down/up, the model may explain the negative autocorrelations of the price of the best bid/ask. The estimated parameters are based on the real tick-by-tick data of the Nikkei 225 futures listed in Osaka Stock Exchanges. The authors find the model accurately predicts the returns of Osaka Stock Exchange average. 展开更多
关键词 Intra-day price changes market microstructure order flow queuing theory.
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