OWL2Vec*: embedding of OWL ontologies

Machine Learning - Semantic embedding of knowledge graphs has been widely studied and used for prediction and statistical analysis tasks across various domains such as Natural Language Processing...     

Texture compensation with multi-scale dilated residual blocks for image denoising

Neural Computing and Applications - Deep convolutional neural networks have achieved great success for image denoising recently. However, increasing the depth of the neural network cannot...     

基于MAX16802B的水下相机控制系统设计

水下相机对海洋生物科学研究有重要意义,其控制系统的设计关键在于光源控制方案以及电源效率的提高;提出并实现了一种基于低功耗微控制器、高亮LED光源以及LED控制驱动器MAX16802B的水下相机控制系统,详细介绍了系统组成,并给出了基于低功耗策略的硬件和软件优化设计方案;实验结果表明,该设计方案电路结构简单,稳定性好,电源效率达75%以上,能够满足长时间水下拍摄工作;在实际海下测试中,按20分钟的拍摄间隔需求,水下相机可连续工作2个月以上。     

基于无线通信技术的FFU风机群控系统

针对大型洁净工程实现自动化控制的需要,利用数字无线通信技术,设计了一种新型网络化的多风机过滤器单元(FFU)群控系统,详细介绍了系统的组成实现原理和软硬件设计方法;系统间采用基于射频收发芯片nRF2401实现数据的无线收发,有效地减少了系统布线和设计成本,提高了系统的组网灵活性和适用性;对设计开发的系统进行了测试实验,实验结果表明该系统数据通信正确可靠,系统具有结构简单、组网灵活、监控效果好和可扩展性强等优点。     

Timing analysis of MSC specifications with asynchronous concatenation

Message Sequence Chart (MSC) is a graphical and textual language for describing the interactions between system components, and MSC specifications (MSSs) are a combination of a set of basic MSCs (bMSCs) and a High-level MSC that describes potentially iterating and branching system behavior by specifying the compositions of basic MSCs, which offer an intuitive and visual way of specifying design requirements. With concurrent, timing, and asynchronous properties, MSSs are amenable to errors, and their analysis is important and difficult. This paper deals with timing analysis of MSC specifications with asynchronous concatenation. For an MSC specification, we require that for any loop, its first node be flexible in execution time and its any associated external timing constraint be enforced on the entire loop. Such an MSC specification is called a flexible loop-closed MSC specification (FLMSS). We show that for FLMSSs, the reachability analysis and bounded delay analysis problems can be solved efficiently by linear programming. The solutions have been implemented into our tool TASS and evaluated by experiments.     

"牺牲"阳极法合成乙醇钽研究

研究了“牺牲“阳极法电化学合成乙醇钽过程中,添加剂种类与浓度、电解液温度、阴阳极极距和电流密度的影响.选取最佳合成条件为:四甲基氯化铵0.04 mol/L,温度为电解液的沸腾温度,极距约2 cm,电流密度220 A/m2.电合成的混合液经常压蒸馏和减压蒸馏,得到产品用红外光谱、拉曼光谱和元素分析进行表征,确定了产品为乙醇钽.电合成的电流效率大于95%,产品蒸馏时钽的直收率82.8%.     

Current Understandings on Magnesium Deficiency and Future Outlooks for Sustainable Agriculture

The productivity of agricultural produce is fairly dependent on the availability of nutrients and efficient use. Magnesium (Mg²⁺) is an essential macronutrient of living cells and is the second most prevalent free divalent cation in plants. Mg²⁺ plays a role in several physiological processes that support plant growth and development. However, it has been largely forgotten in fertilization management strategies to increase crop production, which leads to severe reductions in plant growth and yield. In this review, we discuss how the Mg²⁺ shortage induces several responses in plants at different levels: morphological, physiological, biochemical and molecular. Additionally, the Mg²⁺ uptake and transport mechanisms in different cellular organelles and the role of Mg²⁺ transporters in regulating Mg²⁺ homeostasis are also discussed. Overall, in this review, we critically summarize the available information about the responses of Mg deficiency on plant growth and development, which would facilitate plant scientists to create Mg²⁺-deficiency-resilient crops through agronomic and genetic biofortification.     

基于专利分析的高频覆铜板发展态势研究

高频覆铜板是5G相关产业发展的核心基础,技术门槛高,市场前景广阔.为厘清高频覆铜板领域的发展态势,对高频覆铜板及其关键核心技术(树脂、纤维布、填料、铜箔等)的专利大数据进行全面挖掘和深入研究.结果表明:高频覆铜板领域仍处于高速发展期,树脂、纤维布、填料、铜箔等技术演进以实现稳定的介电常数、低介质损耗为目标.美国和日本的企业占据主导地位,日立、住友、松下、三菱等日企专利申请量排名前列.我国在高频覆铜板领域起步虽晚,但发展较快,形成了广东和江苏两大研发高地,涌现了生益科技、华正新材等优势企业,但整体上专利技术缺乏核心竞争力,且面临较强专利壁垒.据此,提出了我国高频覆铜板产业高质量发展的对策建议.     

覆膜滤料用聚四氟乙烯微孔膜的制备及其性能研究

针对市场上常用4种SSG范围的聚四氟乙烯(polytetrafluoroethylene,简称PTFE)树脂原料,采用双向拉伸法制备PTFE微孔膜,分析微孔膜性能的差异,并确定最适用于覆膜滤料用PTFE树脂原料.分析了不同分子量PTFE树脂原料的相对标准密度(SSG)、粒径、挤出压力和含水率等参数,采用不同分子量树脂原料来制备PTFE微孔膜,并表征PTFE微孔膜力学、厚度、结晶度、孔径、孔隙率和透气性能.研究表明:SSG的大小会影响PTFE微孔膜的力学性能(最大力、断裂伸长率)和孔结构(孔径、孔隙率),随SSG的增大呈现先上升后下降的趋势,在2.170～2.189范围内达到最优;结晶度与SSG的大小成正相关,而微孔膜透气性能主要与其孔结构有关,与孔径和孔隙率的变化趋势具有一致性.得出结论:PTFE树脂原料SSG分布在2.170～2.189范围时,制备的PTFE微孔膜最适用于覆膜滤料领域.     

综合能源互联网配电网故障定位与隔离的研究

基于"互联网+"的智慧能源互联网综合服务是互联网在电力行业的体现,充分利用了计算机技术、信息技术及人工智能技术等,具有信息的高效处理与状态的全面感知等优点,是实现万物互联互通的重要手段.现阶段配电网故障定位与隔离存在过程较繁琐、计算量及存储量大等缺陷,因此结合互联网中边缘计算的思想,提出一种基于综合能源互联网的配电网故障定位与隔离方法,设计了适用于综合能源互联网中配电网故障定位与隔离的模式与算法,实现了高效、快速定位的目标,同时减少了计算量与存储量,最后通过算例验证了方法的有效性.