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1.
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。 相似文献
2.
Supramolecular optical chemosensors are useful tools in analytical chemistry for the visualization of molecular recognition information. One advantage is that they can be utilized for array systems to detect multiple analytes. However, chemosensor arrays have been evaluated mainly in the solution phase, which limits a wide range of practical applications. Thus, appropriate solid support materials such as polymer gels and papers are required to broaden the scope of the application of chemosensors as on-site analytical tools. In this review, we summarize the actual approaches for the fabrication of solid-state chemosensor arrays combined with powerful data processing techniques and portable digital recorders for real-world applications. 相似文献
3.
《Arabian Journal of Chemistry》2022,15(9):104080
In the present study, a dual recognition strategy for ultrasensitive detection of Hg2+ was successfully developed for the first time based on aptamer functionalized sulfur quantum dots (Apt-SQDs). The developed Apt-SQDs not only retained the good fluorescence properties of quantum dots but also overcame the problem of poor selectivity of SQDs for heavy metal ions. This system used the dual recognition strategy, including the combination of Sx2? and Hg2+ and T-Hg2+-T structures to excellently identify and capture Hg2+, and an ultrahigh sensitivity fluorescent aptasensor was fabricated. The fluorescent aptasensor had a good response to Hg2+ at concentrations ranging of 10?15 to 10?7 M with an ultralow limit of detection of 0.3 fM, and the response to other metal ions was far less than that to Hg2+. It was successfully applied to detect Hg2+ in nearby environmental water samples (tap water, lake water and river water) with a good recovery rate. Moreover, portable test papers that would be useful for Hg2+ monitoring in environmental water were designed. The dual recognition strategy not only achieves ultrasensitive fluorescent detection of Hg2+ but also provides a new insight into the further expansion of the application of SQDs. 相似文献
4.
工业生产蓝宝石晶体过程中,引晶步骤有着至关重要的地位。引晶必须在温度梯度较小,温度分布趋于稳定的条件下进行。目前,工业生产蓝宝石主要依靠人工经验操控籽晶杆实现引晶操作,但是人工引晶操作的准确性不高会导致成品品质不佳、资源浪费。为此,本文提出一种基于蓝宝石视觉辐条图案识别方法来检测蓝宝石熔体状态自由液面状态,从而实现一种高效率引晶的机制。此方法利用经典骨架化算法细化辐条图案,Harris算子实现特征信息的提取,提取的特征信息放入运动轨迹模型中判断熔体稳定性,分析液面温度分布稳定性从而实现引晶。结果表明,此算法具有有效性,蓝宝石晶体引晶效率大大提高,生产出的成品良率也有提升,可有效指导蓝宝石的工业生产。 相似文献
5.
细胞表面受体与配体之间的特异性相互作用在细胞生物学过程中起着重要作用。然而,与均相溶液不同,受体分子在细胞膜上的分布是非连续的、动态的,因此细胞表面的受体配体相互作用通常呈现复杂的非线性结合模式。框架核酸作为一类具有确定几何形状的DNA纳米支架,可用于多价配体的偶联,为深入揭示受体配体相互作用机制提供了可靠的工具。利用框架核酸纳米分辨率的可寻址特性,可实现对配体数目、间距及空间构象等参数的精确调控,进而研究细胞表面受体配体的结合特性及影响因素,优化结合条件最终实现高效的分子识别及靶向治疗。本文综述了基于框架核酸的细胞表面受体配体相互作用研究进展,通过探讨细胞表面受体配体相互作用的重要影响因素及生物学应用,对该研究领域的发展前景和未来趋势予以展望。 相似文献
6.
Edward G. Sheetz Zhao Zhang Alyssa Marogil Minwei Che Dr. Maren Pink Dr. Veronica Carta Prof. Dr. Krishnan Raghavachari Prof. Dr. Amar H. Flood 《Chemistry (Weinheim an der Bergstrasse, Germany)》2022,28(60):e202201584
The recognition of boron compounds is well developed as boronic acids but untapped as organotrifluoroborate anions (R−BF3−). We are exploring the development of these and other designer anions as anion-recognition motifs by considering them as substituted versions of the parent inorganic ion. To this end, we demonstrate strong and reliable binding of organic trifluoroborates, R−BF3−, by cyanostar macrocycles that are size-complementary to the inorganic BF4− progenitors. We find that recognition is modulated by the substituent's sterics and that the affinities are retained using the common K+ salts of R−BF3− anions. 相似文献
7.
基于机器视觉系统OpenMV,以迈克耳孙干涉仪干涉条纹为研究识别对象,根据光源相干性及干涉条纹动态特性,提出基于灰度采样统计的干涉条纹识别检测算法(干涉条纹同心形态搜索算法),运用MicroPython或Python语言编制实时检测程序,运行结果表明仿真和真实干涉条纹都得到了可靠的检测,精度为0.5个条纹,并且测量不确定度主要由算法制定的此条纹检测精度引起,证明了干涉条纹机器视觉检测方法和技术的有效性. 相似文献
8.
Philipp Niermeier Sebastian Blomeyer Younes K. J. Bejaoui J. Louis Beckmann Beate Neumann Hans‐Georg Stammler Norbert W. Mitzel 《Angewandte Chemie (International ed. in English)》2019,58(7):1965-1969
Bidentate boron Lewis acids based on 1,8‐diethynylanthracene were synthesised in two steps by initial stannylation of the terminal alkynes and subsequent tin–boron exchange with different chloroboranes. The reactions were very selective, and the target compounds were obtained in high purity and good to excellent yields. Complexation experiments of 1,8‐bis[(diphenylboranyl)ethynyl]anthracene with nitrogen bases (pyridine, pyrimidine, TMEDA) afforded three stable adducts, which were structurally characterised by X‐ray diffraction. Competition experiments demonstrated the selective exchange of guests, and quantum‐chemical calculations provided information on their energetics. NMR experiments at low temperature gave insight into the dynamic behaviour of the TMEDA adduct. 相似文献
9.
Xia Yu Shuoke Lai Li Wang Yiqiong Chen Xucong Lin Zenghong Xie 《Journal of separation science》2019,42(13):2272-2279
Developing a high‐performance modification protocol is critical for efficiently fabricating affinity monolith. Herein, by using 2,4,6‐trichloro‐1,3,5‐triazine as the linker, a simple triazine‐bridged approach was proposed for efficiently fabricating aptamer‐grafted polyhedral oligomeric silsesquioxane‐polyethyleneimine affinity monolith with high specificity toward ochratoxin A. Experimental parameters, column characteristics and specificity performances of the resultant affinity monolith were investigated in detail. Under the optimal conditions, 2,4,6‐trichloro‐1,3,5‐triazine was rapidly grafted on the polyamine matrix, and effectively applied to the subsequent bridge linkage of aptamers. It was simple and effective, which resulted in a significant decrease of modification time, excellent properties including the high coverage density of aptamer up to 1799 pmol/μL and sensitive detection of ochratoxin A as low as 10 pg/mL in beer samples. This protocol provides a facile approach for fabricating aptamer‐grafted polyamine affinity monoliths with highly selective discrimination performance. 相似文献
10.
The separation of enantiomers by chromatographic methods, such as gas chromatography, high‐performance liquid chromatography and capillary electrochromatography, has become an increasingly significant challenge over the past few decades due to the demand of pharmaceutical, agrochemical, and food analysis. Among these chromatographic resolution methods, high‐performance liquid chromatography based on chiral stationary phases has become the most popular and effective method used for the analytical and preparative separation of optically active compounds. This review mainly focuses on the recent development trends for novel chiral stationary phases based on chitosan derivatives, cyclofructan derivatives, and chiral porous materials that include metal‐organic frameworks and covalent organic frameworks in high‐performance liquid chromatography. The enantioseparation performance and chiral recognition mechanisms of these newly developed chiral selectors toward enantiomers are discussed in detail. 相似文献