基于PCA的无监督异常检测方法研究

针对现有的无监督异常检测技术的不足之处,提出了一种基于样本分布异常数据实例度量方法;将主成分分析方法应用到异常检测中解决数据集高维数据的降维问题.提出一种新的无监督异常检测算法μ-UAD,并对该算法进了性能评估.实验表明,该算法具有较好的检测性能.     

顶杆脱模机构中顶杆的经验设计准则

在国家及行业标准的基础上，结合生产实践中的经验体会，就简单顶杆脱模机构中顶杆的设计论述了其经验准则。     

自适应广义线性回归拟似然估计渐近理论

研究自适应设计下的拟似然方程 ∑ni=1xi(yi- μ(x′iβ) ) =0 ,在一定的条件下证明了以概率 1此方程当n充分大时有解^βn,^βn 为β0 的强相合估计 ,且得出了 ^βn- β0的收敛速度 ;然后又在一定的条件下证明了 ^βn 的渐近正态性的一些结果     

图式理论及其教学意义

图式理论是认知心理学研究的一个重要方面。不同时期的心理学家从不同角度和侧面对图式理论进行了深入探索，本文对此进行了评析，同时剖析了现代图式理论的内涵、功能、习得以及图式理论的教学意义。     

Changes in permafrost ecosystem under the influences of human engineering activities and its enlightenment to railway construction

~~disturbedhigh-coldmeadowarea,theoriginalvegetationisverydifficulttorestorealthoughitssurfacelandscapecanberestoredtoacertaindegree.Borrowpitsandpilinggroundshavegreatdestructiontothehigh-coldmeadow,thehigh-coldmeadowecosystemalmostcannotbere-storedbynaturalprocesses,therefore,greateffortsshouldbemadetoavoidsettingupborrowgroundinthehigh-coldmeadowregion.AcknowledgementsThisworkwassupportedbytheNationalNaturalScienceFoundationofChina(GrantNos.90102001and30270255)andtheKeyProjectionofKnowl…     

Photocatalytic effect of nature and modified V-bearing rutile

A natural rutile TiO2, which displays photocatalysis on degrading halohydrocarbon pollutants, was reported. The rutile contains up to 1.22% V2O5 (weight percent). Substitutions of Ti by V, as well as Fe, Cu and Zn, result in lattice distortions and defects. Grinding, heating and quenching modify the surface characteristics of ruffle, and consequently increase its photoactivity. It is found that the heating and quenching treatments enhance visible-light absorption of ruffle, especially at 1000 and 1100℃. Ground rutile is effective to degrade tetrachloroethylene and trichloroethylene. While, heating at 1000℃, and quenching at 1000 and 1100℃ distinctly improve degradation rate of samples. The special properties of the natural rutile have particular capabilities in photocatalytic oxidation, especially in degradation of halohydrocarbons.     

无功就地补偿技术在煤矿井下的应用前景

对无功就地补偿技术在煤矿供电系统的应用中进行了分析,指出该技术能够起到节约电能、提高供电质量、节约材料费等作用,阐述了无功就地补偿技术在煤矿供电系统中的应用有较好的发展前景。     

庐隐的自我意识

庐隐是一位在新思想冲击下觉醒的女性。她的作品给人留下的表象只是“庐隐式的悲哀”和“庐隐的停滞”。但事实上，侄“悲哀”和“停滞”的背后却潜藏着作家主体意识的觉醒、自我的矛盾与分裂、自我主体构建和价值实现危机等深层次内涵。本文试从创作主体意识、作品中人物的情绪体验及作者对文本形式的自觉驾驭等方面对庐隐的自我意识进行分析。     

Experimental Study and Numerical Simulation of the Casting-Forging Complex Near Net Forming of Alternator Claw-pole

As a newly developed precision technology, casting-forging complex near net forming process is utilized to produce complex components with a short lead time, low cost and high precision, thus to accelerate the response speed of the market and enhance the competitive power of products. In this paper, the casting-forging complex near net forming process of alternator claw pole was developed and investigated with a combination of experimental and numerical simulation method. Qualified near net workpiece was manufactured, mechanical parameter and relative field information during the forming process was also obtained. While the alternator claw-pole is processed with this technology, the forming force is small, the process is short and the quality of forgings is perfect. Therefore, the complex casting-forging near net forming process of claw-pole is an energy and material saving technology, which will have a vast developing and application prospect in the future.     

地球物理测井多参数综合识别储层流体类型的新型神经网络

建立了一种基于引力的新型神经网络模型 ,引入了合力作用机制 ,解决了储层流体类型划分的判定半径问题 ,克服了以往神经网络对任何输入数据都要产生响应 ,并给出一个分类结果的缺陷。改进了传统的距离计算方法 ,克服了传统方法易受单个参数突变的影响而引起误判的缺点。利用新型神经网络方法并结合测井资料 ,对某油田的储层流体性质及类型进行了识别 ,获得了很高的识别率。与径向基神经网络的判别结果相比 ,该神经网络的识别率明显提高。