基于联合神经网络学习的中文电力计量命名实体识别

随着电力计量业务的不断扩展,迫切需要由业务信息、技术知识、行业标准及其内在联系所组成的电力计量知识图谱,为电网的决策和发展提供更为全面有效的支持。命名实体识别是构建知识图谱的基础。针对电力计量领域需要,结合中文分词技术特点,基于联合学习思想,提出了一种基于联合学习的中文电力计量命名实体识别技术。该技术联合CNN-BLSTM-CRF模型与整合词典知识的分词模型,使其共享实体类别和置信度;同时将2个模型的先后计算顺序改为并行计算,减少了识别误差累积。结果表明,在不需要人工构建特征的情况下,方法的正确率、召回率、F值等均显著优于以往方法。     

单轴分布式光纤传感器管线泄漏探测方法及定位理论分析

利用Sagnac干涉原理的分布式光纤传感器是一种可用于长途油气管线侵入、泄漏探测和定位的新技术.为了克服屏蔽和隔离Sagnac光纤环中未用作传感的那一半光纤所带来的屏蔽困难、成本增加等问题,提出一种单轴分布式光纤传感器的方法.其原理是利用一条光纤代替光纤环,并在光纤尾端设置法拉第旋转镜,构成偏振无关Sagnac干涉仪探测和定位管线泄漏.文中详细分析和讨论了该方法的系统光路和探测定位原理.     

A Narrative Review on the Phytochemistry,Pharmacology and Therapeutic Potentials of Clinacanthus nutans (Burm. f.) Lindau Leaves as an Alternative Source of Future Medicine

The application of natural products and supplements has expanded tremendously over the past few decades. Clinacanthus nutans (C. nutans), which is affiliated to the Acanthaceae family, has recently caught the interest of researchers from the countries of subtropical Asia due to its medicinal uses in alternative treatment for skin infection conditions due to insect bites, microorganism infections and cancer, as well as for health well-being. A number of bioactive compounds from this plant’s extract, namely phenolic compounds, sulphur containing compounds, sulphur containing glycosides compounds, terpens-tripenoids, terpens-phytosterols and chlorophyll-related compounds possess high antioxidant activities. This literature search yielded about one hundred articles which were then further documented, including the valuable data and findings obtained from all accessible electronic searches and library databases. The promising pharmacological activities from C. nutans leaves extract, including antioxidant, anti-cancer, anti-viral, anti-bacterial, anti-fungal, anti-venom, analgesic and anti-nociceptive properties were meticulously dissected. Moreover, the authors also discuss a few of the pharmacological aspect of C. nutans leaves extracts against anti-hyperlipidemia, vasorelaxation and renoprotective activities, which are seldom available from the previously discussed review papers. From the aspect of toxicological studies, controversial findings have been reported in both in-vitro and in-vivo experiments. Thus, further investigations on their phytochemical compounds and their mode of action showing pharmacological activities are required to fully grasp both traditional usage and their suitability for future drugs development. Data related to therapeutic activity and the constituents of C. nutans leaves were searched by using the search engines Google scholar, PubMed, Scopus and Science Direct, and accepting literature reported between 2010 to present. On the whole, this review paper compiles all the available contemporary data from this subtropical herb on its phytochemistry and pharmacological activities with a view towards garnering further interest in exploring its use in cardiovascular and renal diseases.     

植物酸碱指示剂研究及应用--一次有趣的研究性学习

就植物酸碱指示剂材料的筛选,植物色素提取液的稳定性,色素晶体的提取,色素临时提取液的变色情况测试,色素提取液测酸雨等方面进行研究,旨在学会科学研究的方法。     

微孔配位聚合物作为新型储氢材料的研究

微孔配位聚合物性质独特、结构多样,具有广泛的应用前景,它已成为近几年来一个热门的研究领域。本文简要介绍该类化合物作为一种新型的储氢材料,在合成、结构和储氢性能方面的研究进展。     

配合物[UO2(PMBP)2(DMDBU)]的合成和晶体结构

1-苯基-3-甲基-4-苯甲酰基-吡唑啉酮-5(HPMBP)是一类含有氮杂环的β-二酮螯合剂,现在已经广泛应用于金属离子的分离和分析[1-4]。最近我们采用取代脲N,N-二甲基-N,N-二苯基脲(DMDBU)和N,N-二乙基-N,N-二苯基脲(DED-BU)应用于铀(VI)和钍(IV)萃取研究,并合成和测定了配合物[UO2(D     

有机杂化锑硒化合物的溶剂热合成与晶体结构

自1996年Kanatzid is以有机胺为结构导向剂,第一次用溶剂热法合成了含过渡金属钴的锑硫化物[Co(en)3]CoSb4S8[3]以来,水热和溶剂热技术逐渐成为合成多元金属硫属化物的重要方法[1-7]。本文以FeC l2·4H2O、Sb和Se为原料,在乙二胺中于140℃进行溶剂热反应,合成了锑硒化合物[Fe(e     

极低放射性废物填埋场土壤理化指标的测定

如何安全、经济、妥善地处理和处置核废物,成为核工业可持续发展所面临的重要问题之一[1~4]。目前,退役过程中产生的极低放废物的常用处置方法是就近选址进行填埋处置。那么填埋场场址地段的地球化学特征直接决定填埋场的安全性、可靠性[5]。以铀为例,在酸性条件下以UO22 形式存在,而pH值大于7时,会形成U2O52 ,UO2(OH)2,UO2(OH) 等水解聚合产物,使得铀既有吸附和交换作用,又有沉淀作用,会加速U的吸附[6,7]。同样,核素的化学形态同样也会受到氧化还原反应的影响。因此,查明极低放废物填埋场场址地段土壤理化性质,可为了解核素在土壤介…     

二(环戊二烯基)(双烯酮亚胺基)镱配合物的合成和晶体结构

双烯酮亚胺基作为辅助配体在金属有机化学中的应用已经引起了广泛注意,并且发现部分双烯酮亚胺基金属配合物在催化一些极性和非极性单体的聚合中显示良好的催化活性。我们曾经报道具有大体积的双烯酮亚胺亚[{C6H3-2,6-i-Pr2NC（Me）}2CH]^-（L^-）是合成混配型稀土金属化合物的理想配体,为了进一步研究这类稀土金属化合物的合成及反应性能,本文通过双烯酮亚胺基镱二氯化物LYbCl2（THF）2与2倍量的环戊二烯基钠反应,分离得到了标题化合物,并测定了其晶体结构。     

WO3 homojunction photoanode: Integrating the advantages of WO3 different facets for efficient water oxidation

The manipulation of the surface property of WO₃ photoanode is the main breakthrough direction to improve its solar water oxidation performance both in thermodynamics and kinetics.Here,we report a WO₃(002)/m-WO₃ homojunction film that is composed of an upper WO₃ layer with predominant(002)facet(WO₃(002))and a lower WO₃ layer with multi-crystal facets(m-WO₃)as a photoanode for solar water oxidation.Due to the synergistic effect of WO₃(002)layer and m-WO₃ layer,better water oxidation activity and stability are achieved on the WO₃(002)/m-WO₃ homojunction film relative to the m-WO₃ and WO₃(002)film.Specifically,the improved water oxidation performance on the WO₃(002)/m-WO₃ homojunction film is attributed to the followings.In thermodynamics,the band position differences between WO₃(002)layer and m-WO₃ layer lead to the formation of WO₃(002)/m-WO₃ homojunction,which has positive function of improving their charge separation and transfer.In kinetics,the upper WO₃(002)layer of the WO₃(002)/m-WO₃ film has superior activity in the adsorption and activation of water molecules,water oxidation on this homojunction film photoanode is inclined to follow the four-holes pathway,and the corrosion of photoanode from the H₂O₂ intermediate is restrained.The present work provides a new strategy to modify the WO₃ photoanodes for thermodynamically and kinetically efficient water oxidation.