中文问句分类特征的研究

针对"不同的问句分类特征对问句分类的影响不相同,提取和处理这些特征的时间复杂度也不相同"的问题,提取问题疑问词、核心关键词(疑问词的一二级依存词和问句中心语)的主要义原、核心关键词的首义原、问句主谓宾的主要义原、命名实体、名词单(复)数等六种分类特征,采用支持向量机分类算法,对事实疑问句进行不同特征组合的分类对比实验,发现采用词义消岐技术提取的主要义原不仅对分类的准确率影响明显,而且大幅降低特征向量的维数,减少了处理时间。     

大风对直接空冷机组的影响及对策

直接空冷机组的节水效果明显，但也存一些运行方面的问题。尤其是在高温环境下空冷岛受到大风袭击时，其冷却性能会大幅下降，甚至会发生因背压高保护动作跳机的危险。本文对空冷岛在高温环境下受大风袭击时的现象及原因进行了分析，并提出对策及反事故措施。     

EFFECTS OF In_2O_3 DOPING AND SINTERING TEMPERATURE ON THE ELECTRICAL PROPERTIES OF ZnO VARISTORS

ZnOvaristorshaveexcellentnon--linearcurrent--voltage(IV)characteristicsandenergyabsorptionability,makingthemvaluableasvoltagesuppressersinpowersystemsandelectroniccircuitsLlj.Thecurrentvoltagedependenceofvaristorsisdescribedbytherelation:I=C(V)"whereIisthecurrentdensity,Caconstant,Vthevoltage,andathecoefficientofnon--linearity.ThestudyresultsshowthatpureZnOgrainhasnottheelectricalconductivity.Intheprocessofitspreparation,thedefectisproducedinthegrain,andmakeitann--typesemiconductor.Thecer…     

Physical and Electrochemical Properties of Doped LiFePO4 as Cathode Material for Lithium-Ion Batteries

LiFePO4 cathode material was synthesized by a solid-state reaction using doping several elements (Nb5 ,Zr4 ). The starting materials were mixed with a high-efficient sander and treated thermally under flowing N2. The samples were characterized by X-ray diffraction (XRD), field-emission gun electron microscopy (FEG), and their electrochemical performance was investigated in the term of cycling behavior. Room temperature discharge capacity about 140.6 mA·h·g-1 was obtained at C/5 rate.     

Repair of notched beam under dynamic load using piezoelectric patch

In this paper, the repair of a cracked beam under an external dynamic load employing the electro-mechanical characteristic of piezoelectric material to induce a local moment is presented. Conceptually, an external voltage is applied to actuate a piezoelectric patch bonded on the beam to effect closure of a crack so that the singularity at the crack tip under dynamic load may be decreased. Globally, this has the effect of altering the resonant frequency of the cracked beam towards that of the healthy beam, which is the criterion used for the repair. To demonstrate the repair methodology, a cantilever beam is used as an illustration, where the repair moment coefficient and the voltage required are mathematically derived. The relationship between repair moment coefficient, crack parameters and length of piezoelectric patch is investigated. The difference between the proposed repair criterion and an earlier published criterion for cracked beam under static load is also shown. A numerical example is used to study the effectiveness of the proposed repair methodology and its results are compared with those from 3-D finite element analyses using ABAQUS 6.4 as one means of verification.     

Development and Verification of the Equilibrium Strategy for Batteries in Electric Vehicles

The inconsistency of the cells in a battery pack can affect its lifespan,safety and reliability in the electric vehicles.The balanced system is an effective technique to reduce its inconsistency and improve the operating performance.A hybrid equilibrium strategy based on decision combing battery state-of-charge (SOC) and voltage has been proposed.The battery SOC is estimated through an improved least squares method.An equalization hardware in loop (HIL) platform has been constructed.Based on this HIL platform,equilibrium strategy has been verified under the constant-current-constant-voltage (CCCV) and dynamic-stress-test (DST) conditions.Experimental results indicate that the proposed hybrid equalization strategy can achieve good balance effect and avoid the overcharge and over-discharge of the battery pack at the same time.     

KThin-YOLOV7:轻量级的焊接件表面缺陷检测

针对目前市面主流焊接件表面缺陷的模型检测精度不高,模型复杂和不满足实时监测等问题,提出了一种基于YOLOV7-tiny改进得到的焊接件表面缺陷新型检测模型KThin-YOLOV7。首先,设计了基于模拟人类视觉感受野的EMA-BasicRFBC模块,更换YOLOV7-tiny模型的空间特征金字塔SPP模块,从而加强模型特征表达的性能。其次,以SlimNeck设计范式结构为基础设计了ThinNeck结构,并用其更换YOLOV7-tiny的NECK特征融合部分,减少模型的参数量和计算量的同时提高了模型的平均检测精度。最后,引入K-means++算法找出合适的锚框,并用FEIOU损失函数更换原模型的LOSS,进一步帮助模型优化目标框的位置和大小。KThin-YOLOV7相对原始YOLOV7-tiny模型的mAP提升了7.11％,达到87.64％,同时模型的参数量和计算量分别下降了11.14％和15.26％。实验结果表明,KThin-YOLOV7能够高效且准确地定位检测焊接件表面的缺陷。     

稀土材料新进展

叙述了稀土材料的新种类以及应用前景，并对国内稀土工业的现状及其存在的问题、国外稀土市场概况进行了综述，同时，展望了我国稀土材料的发展方向。