Numerical modelling of the thermal interaction of macrocoolers with liquid metal in the electroslag process

Abstract

On the basis of plasma physics and optical spectroscopy theories, a new method named ‘Multilineal spectroscopy analytic solution’ for measuring welding arc plasmas is proposed. Using this method and the relevant measurement system, the radial distribution of hydrogen concentration is measured, together with the corresponding temperature and pressure in a TIG welding arc. The principles of the method and the relevant measuring system are described. Verification of the measured results is also given in this paper. The method is characterised by real time, quantitative and simultaneous measurement of multi-parameter space distributions. It can be applied to the measurement of various elements in a welding arc in principle, and may be considered as an effective way to solve many practical and theoretical problems in welding engineering.     

Removal of toxic metals from aqueous solutions by layered double hydroxides

The article has investigated the possibility of using layered double hydroxide intercalated by diethylenetriaminepentaactetic acid for the removal of toxic metals from aqueous solutions. It has been shown that sorption of Ni(II), Co(II), and Pb(II) from aqueous solutions on the indicated sorbent is determined by several mechanisms of sorption: complexation, ionic exchange and precipitation of metal hydroxides. Comparative research of the efficiency of removing toxic metals by carbonate and chelate forms of sorbents was conducted.     

基于深度迁移学习的网络入侵检测

为解决网络入侵检测问题,提高检测准确率和降低误报率,提出一种基于深度迁移学习的网络入侵检测方法,该方法使用非监督学习的深度自编码器来进行迁移学习,实现网络的入侵检测。首先对深度迁移学习问题进行建模,然后对深度模型进行迁移学习。迁移学习框架由嵌入层和标签层实现编/解码,编码和解码权重由源域和目标域共享,用于知识的迁移。嵌入层中,通过最小化域之间的嵌入实例的KL散度来强制源域和目标域数据的分布相似;在标签编码层中,使用softmax回归模型对源域的标签信息进行编码分类。实验结果表明,该方法能够实现网络入侵检测,且性能优于其他入侵检测方法。     

完井方式对适度出砂井产能的影响研究

为了完善近几年提出的海上稠油油藏开采新模式中的部分技术——以钻井压裂、适度出砂、电潜螺杆泵为主的钻采工艺配套技术体系,根据不同完井方式（包括裸眼完井、射孔完井、筛管完井等）下钻井压裂井的表皮系数模型和产能模型,研究了不同完井方式下不同技术参数对钻井压裂适度出砂井的产能影响,结果表明,这些参数都不同程度地影响着井筒周围的出砂带物性,进而影响油井产能;在用适度出砂方式开采时,要严格评价完井方式及其技术参数对出砂带物性和产能的影响。     

Bioleaching of heavy metals from wastewater sludge by ferrous iron oxidizing bacteria

Experiments on bacterial leaching of heavy metals from aerobically stabilized surplus activated sludge at the Bortnichi aeration plant in Kiev have been conducted with addition of FeSO₄ ? 7H₂O as a stimulant of iron-oxidizing bacteria. The mechanism of heavy metal leaching involving the ferrous iron oxidation by bacteria with subsequent formation of Fe(OH)₃ was confirmed. This process is accompanied by the reduction of pH level of wastewater sludge that results in leaching of heavy metals.