Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification

Neural Processing Letters - Support vector machine (SVM) is a powerful tool for pattern classification and regression estimation. However, for the class imbalanced problem, conventional SVMs are...     

水泵水轮机导叶动态水力矩特性分析

采用SST k-ω湍流模型对某高水头水泵水轮机进行全流道三维非定常数值模拟,分别对在水轮机工况和水泵工况运行下的导叶动态力矩特性进行分析。结果表明:在水轮机工况下,随着流量的增大,不同位置处导叶的动态水力矩变化规律一致,力矩值由正值变为负值,力矩脉动频率与转轮叶片数相关,流量越大,叶频影响越显著;在水泵工况下,最高扬程工况时导叶水力矩脉动频率主频为转频且脉动幅值较大,而最低扬程工况下导叶水力矩脉动主频为叶频,力矩脉动幅值较小。     

盐溶液种类和浓度对α-半水脱硫石膏合成的影响

为了解决脱硫石膏的大量堆存对环境造成的潜在危害,同时提高脱硫石膏的附加值,采用常压盐溶液水热法以电厂脱硫石膏为原料探究α-半水石膏的最佳合成工艺,重点研究了盐溶液种类及浓度对α-半水石膏的合成过程、合成产物组成及结构的影响。结果表明：在氯化钙、氯化镁盐溶液中,由于同离子效应和硫酸镁离子对的形成,导致半水石膏的形成过程受阻。较高浓度氯化钾和氯化钠盐溶液可使二水石膏发生转晶,其中氯化钾会致使半水石膏过度脱水生成无水钾石膏,氯化钠盐溶液可以使二水石膏转变为半水石膏并维持较长时间,通过比较得出最佳合成工艺为氯化钠溶液质量分数为15%、体系反应温度为95 ℃、固液质量比为1∶4、搅拌速率为150 r/min、合成时间为3 h,可以制得长径比约为5∶1的六方短柱状α-半水石膏。     

Fatigue damage study of cold metal transition fusion-brazed aluminium/steel dissimilar joints

ABSTRACT

An aluminium/steel CMT-welded joint is mainly composed of fusion zone (FZ), interfacial intermetallic compound (IMC) zone, and heat-affected zone (HAZ). IMC and FZ are the weakest link in the welded joint. The fatigue fracture indicates that the lattice distortion caused by the lattice mismatch of Fe₂Al₅ and Fe is more likely to engender dislocation slipping and cracks easily nucleate during the fatigue testing. The hysteresis loop is shifted to the right, which indicating that the specimen experiences a ratcheting effect. In the high-stress condition, the cyclic hardening induced by the ratcheting strain is much stronger than that in the lower stress condition, which improves the fatigue life of the materials.     

Up-pulling force analysis for ESC hollow cylindrical casting

Electroslag casting(ESC)is an important method to produce high quality castings.In this study,the ESC up-pulling inner mold method(EUPIM)was used to produce hollow cylindrical castings with the multiple consumable electrodes.The radial deformation,the axial and radial internal stress of the inner mold,and the axial internal stress of the slag shell were analyzed using the finite element method(FEM)with the aid of ANSYS software.The ProCAST software was used to calculate the specific heat,heat conductivity and density curve of Cu.Simulation results show that the radial deformation,the axial and radial internal stress of the inner mold,and the axial internal stress of the slag shell near the slag-metal interface of hollow cylndrical casting gradually increase from 0 s to 360 s after the ESC starting(slagging)process but before applying the up-pulling force.The suitable initial up-pulling moment of the inner mold is at around 180-198 s after the starting process.     

轨腰仿生自分层防腐梯度涂料合成及影响因素和结构探究

目的仿荷藕结构及功能,制备一种自分层防腐涂料。方法合成聚氨酯改性环氧树脂(PU/EP)及氟硅改性丙烯酸树脂(氟硅改性PAA),将两种树脂共混形成自分层涂料。通过铅笔硬度测试、机械性能测试、接触角测试、耐老化测试、划格法附着力测试、电化学阻抗测试等,分别评价两种树脂比例、混合溶剂比例对涂膜自分层行为及性能的影响,并通过SEM-EDS、红外光谱等表征技术分析涂膜分层后的结构。结果当PU/EP∶氟硅改性PAA=1∶1时,接触角达到96.0°,柔韧性为0.5 mm,耐冲击为50 cm,附着力等级为1,失光率降至19%;乙酸丁酯(NBAC)∶正丁醇(NBA)=4∶6时,涂膜分层情况良好,接触角达到107.7°,浸泡水中48 h耐水性无变化,失光率降至17%。SEM-EDS、红外光谱分析表明,自分层涂膜上层为氟硅改性PAA、底层为PU/EP,中间存在过渡涂层,过渡层两种树脂中的─COOH、─OH、环氧基发生反应,使整个涂层更具稳定性。经由EIS分析,在3.5%NaCl溶液中浸泡40天后,腐蚀介质没有渗透涂膜到达基底金属界面。结论制备的轨腰仿生自分层涂膜的机械性能、附着力、疏水性、耐老化、防腐蚀性能优异,涂膜结构稳定。     

Self-activated persistent luminescence from Ba2Zr2Si3O12 for information storage

Till now, many doped persistent luminescence (PersL) phosphors have been investigated and found various applications in such as bioimaging, photocatalysis and information storage, but introducing PersL emitters into a proper host is mostly complex. In this research, a self-activated PersL phosphor Ba₂Zr₂Si₃O₁₂ (BZSO) is prepared by solid state reaction. By adding NH₄Cl, the self-activated PersL intensity is evidently enhanced. The trap depths and concentrations are examined by thermoluminescence spectra. Meanwhile, Bi³⁺ ions are introduced into BZSO and show wide band photoluminescence (PL) from 300 to 600 nm. Moreover, the PL of Bi³⁺ is tunable under excitation by 265-350 nm lights. Furthermore, as a proof-of-concept design, we designed a patterned quick response (QR) code based on the self-activated PersL of BZSO, and the information of “South China University of Technology (SCUT)” can be read out by the code scanning technology. Bi³⁺-doped BZSO phosphors are suggested to provide potential applications in information storage by its self-activated PersL, and to excite researchers to study the tunable PL in Bi³⁺-doped phosphor.     

铁尾矿砂力学特性及再生利用研究进展

铁尾矿砂的储量日趋增加,要减小铁尾矿坝的风险、提高铁尾矿砂的利用率,须明确铁尾矿砂的力学特性.通过对铁尾矿砂静力特性及动力特性的分析发现,尾矿砂的粒径分布是决定尾矿坝稳定及铁尾矿砂再生利用的主要因素之一,细粒含量、干密度、含水率等因素对铁尾矿砂动力特性有一定影响.再生利用铁尾矿砂的主要方式是将铁尾矿砂混凝土、改性铁尾矿砂用作工程材料,水泥、石灰、纤维是改性铁尾矿砂的主要材料.最后指出需进一步研究新型材料取代传统改性材料改善铁尾矿砂的力学特性,从而提高资源利用率.     

基于图像处理技术的粗骨料形状特征对自密实混凝土工作性的影响研究

为研究球体率作为粗骨料形状特征的定量评价指标的可行性,基于图像处理技术,应用Image-Pro Plus软件测定了四组形状特征不同的粗骨料球体率,在粗骨料级配不变的前提下,研究了球体率对粗骨料堆积空隙率与自密实混凝土工作性的影响.结果表明,不规则粗骨料颗粒的含量与粗骨料球体率呈正相关关系;当粗骨料球体率从0.5240增大到0.5922时,粗骨料堆积空隙率呈先减小后增大的趋势,自密实混凝土的坍落扩展度逐渐增大,T500逐渐减小,间隙通过性能与抗离析性能逐渐提高.通过建立粗骨料球体率与自密实混凝土工作性的定量关系式,能够确定满足一定工作性要求的球体率,进而达到控制粗骨料质量的目的.     

便携式飞行时间质谱仪的研制及其在石化污水系统挥发性有机物监测中的应用

近年来，国内的大气污染问题越来越严重，挥发性有机物（VOCs）的排放是其中一个重要原因。VOCs是臭氧和气溶胶的前驱物之一，在大气化学反应过程中扮演着极其重要的角色。本实验自行研制了一台基于真空紫外（VUV）灯的高分辨光电离飞行时间质谱仪（TOF MS），建立了一种新的VOCs稀释采样方法，并将其应用于石化行业污水处理系统VOCs的采样与分析。结果表明：隔油系统的3个池子基本没有测到高浓度的挥发性有机物，其中溶气气浮甲苯物质的质量浓度最高，为50.41 mg/L，其余组分的质量浓度大多数在0.1~1.0 mg/L之间；1#加氢和2#加氢隔油池有着类似的组分浓度，以1#加氢隔油池为例，二甲苯物质的质量浓度为10.60 mg/L，乙苯为52.33 mg/L，苯为59.80 mg/L；由于罐区隔油池没有加盖，处于露天状态，挥发性有机物气体容易向大气中扩散，并没有检测出较高浓度组分。可以看出，新式采样方法可有效地稀释定量样品，操作简便，减少了样品因闪蒸过程造成的VOCs损失，检出物质更丰富；同时，使用自行研制的TOF MS仪器能够快速检测不同装置污水处理系统的VOCs种类，将该仪器用于实际样品检测，发现化工企业大多数密闭的池子都含有苯系物、醚类等，但不同工艺的污水处理系统VOCs存在明显差异。该质谱仪适用于石化企业污水系统VOCs监测。