基于粗糙集的时序信息系统决策规则挖掘策略

在时序信息系统中,基于粗糙集规则获取的一般算法尽管可以产生所有可能的规则集,但是通常规则集中有些规则存在覆盖现象。而从规则集中去除所有的冗余规则是非常费时且不实际的。本文提出一个改进的规则获取策略直接获得最小规则集。通过具体算例分析验证了所提出的策略是有效的。     

三元硝酸熔盐高温粘度的计算

三元硝酸熔盐是一种重要的传热蓄热介质,粘度物性数据对其在工业中应用非常重要.但是由于硝酸熔盐熔点高,腐蚀性强,测试条件苛刻,粘度测量结果偏差较大,故利用计算方法确定熔盐粘度.本文首先通过大量实验数据拟合了纯物质KNO3,NaNO3和NaNO2的粘度,再利用Arrhenius混合规则确定的经验公式计算三元硝酸熔盐的粘度.与前人实际测量值进行比较.结果发现:利用简单经验公式估算的结果与实际测量值比较接近,表明这种熔盐热物性变化受外界影响较小,可以利用Arrhenius简单混合规则确定熔盐粘度.     

一种介质设备控制方法

研究了传统的以WDM过滤驱动的方法来实现的设备控制原理.通过对这种传统方法的阐述说明了这种方法存在不够安全、不够灵活等缺点,对微软Windows的高中断级别的自旋锁源码进行反汇编分析,然后以NT过滤驱动的方式尝试实现WDM过滤驱动的机制,最后利用内核例程hook的方法,使用对驱动对象的派遣例程函数入口地址替换提出一种新的实现思路.经过仿真实验表明,这种方法能取得较好的效果.     

Siamese transformer network-based similarity metric learning for cross-source remote sensing image retrieval

Neural Computing and Applications - As a fundamental technique for mining and analysis of remote sensing (RS) big data, content-based remote sensing image retrieval (CBRSIR) has received a lot of...     

Chatter detection for milling using novel p-leader multifractal features

Journal of Intelligent Manufacturing - Chatter in machining results in poor workpiece surface quality and short tool life. An accurate and reliable chatter detection method is needed before its...     

Wire + Arc Additive Manufacturing

Depositing large components (>10?kg) in titanium, aluminium, steel and other metals is possible using Wire + Arc Additive Manufacturing. This technology adopts arc welding tools and wire as feedstock for additive manufacturing purposes. High deposition rates, low material and equipment costs, and good structural integrity make Wire+Arc Additive Manufacturing a suitable candidate for replacing the current method of manufacturing from solid billets or large forgings, especially with regards to low and medium complexity parts. A variety of components have been successfully manufactured with this process, including Ti–6Al–4V spars and landing gear assemblies, aluminium wing ribs, steel wind tunnel models and cones. Strategies on how to manage residual stress, improve mechanical properties and eliminate defects such as porosity are suggested. Finally, the benefits of non-destructive testing, online monitoring and in situ machining are discussed.     

Biomedical applications of mRNA nanomedicine

As an attractive alternative to plasmid DNA, messenger RNA (mRNA) has recently emerged as a promising class of nucleic acid therapeutics for biomedical applications. Advances in addressing the inherent shortcomings of mRNA and in the development of nanoparticle-based delivery systems have prompted the development and clinical translation of mRNA-based medicines. In this review, we discuss the chemical modification strategies of mRNA to improve its stability, minimize immune responses, and enhance translational efficacy. We also highlight recent progress in nanoparticle-based mRNA delivery. Considerable attention is given to the increasingly widespread applications of mRNA nanomedicine in the biomedical fields of vaccination, protein-replacement therapy, gene editing, and cellular reprogramming and engineering.     

Large capacitance and fast polarization response of thin electrolyte dielectrics by spin coating for two-dimensional MoS2 devices

Nano Research - A spin-coating method was applied to obtain thinner and smoother PEO/LiClO4 polymer electrolyte films (EFs) with a lower level of crystallization than those obtained using a...