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Effect of Different Environmental Conditions on Algicidal Effect of Water-soluble Extracts of Chinese Chive
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作者 刘文桃 石光辉 +2 位作者 董昆明 赵海涛 封克 《Agricultural Science & Technology》 CAS 2012年第2期397-400,456,共5页
[Objective] The paper was to study the algicidal effect of water-soluble extracts of Chinese chive under different environmental conditions, so as to provide reference for further study and development of new algicida... [Objective] The paper was to study the algicidal effect of water-soluble extracts of Chinese chive under different environmental conditions, so as to provide reference for further study and development of new algicidal substances. [Method] The effects of water-soluble extracts of Chinese chive on the growth of Microcystis aeruginosa under different pH, light and aeration conditions were compared and studied. [Result] The growth inhibition rate of water-soluble extracts of Chinese chive on M. aeruginosa was greater than 90% under different pH conditions. With the growth of M. aeruginosa, the culture liquid with different initial pH was finally tended to 9-9.5. The growth inhibition rate of water-soluble extracts of Chinese chive on algae cell increased with the prolongation of culture time within the light intensity range of 1 000-4 000 lx. The inhibition effect of water-soluble extracts of Chinese chive on M. aeruginosa under low light intensity(1 000 lx)was better than that under high light intensity, the best light intensity for growth was not conducive to the exertion of allelopathic effect. Meanwhile, aeration condition was more conducive to the inhibition effect of water-soluble extracts of Chinese chive on the growth of M. aeruginosa. [Conclusion] pH, light and aeration conditions all affected the inhibition effect of water-soluble extracts of Chinese chive treated by high temperature on M. aeruginosa. Understanding the effect of these environmental factors on algicidal effect of allelochemicals could provide reference for further study and development of new algicidal substances. 展开更多
关键词 Microcystis aeruginosa water-soluble extracts of Chinese chive PH LIGHT AERATION
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Inquiry of Water-Soluble Polysaccharide Extraction Conditions from Grapefruit Skin 被引量:9
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作者 Ziping Luo Zilin Liu +3 位作者 Shiyu Tan Qiliang Xu Haiyan Yang Lingli Yang 《Engineering(科研)》 2011年第11期1090-1094,共5页
Water-soluble polysaccharide was isolated from grapefruit with the method of water-dissolving and ethanol-precipitating. By single factor test and orthogonal experimental method, the extraction conditions of the water... Water-soluble polysaccharide was isolated from grapefruit with the method of water-dissolving and ethanol-precipitating. By single factor test and orthogonal experimental method, the extraction conditions of the water-soluble polysaccharide were investigated, which contained liquid-solid ratio, temperature, time and pH. The results showed that pH was the most important factor of polysaccharide extraction, followed by temperature. The optimized extraction technology conditions were obtained. The liquid-solid ratio was 1:40, temperature was 90?C, time was 2.0 h, and pH was 2. The highest extraction rate of crude polysaccharide was 8.30%. 展开更多
关键词 GRAPEFRUIT water-soluble POLYSACCHARIDE extractING Condition Single Factor EXPERIMENT and Orthogonal EXPERIMENT
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Palatability of Water-Soluble Extracts of Protein Sources and Replacement of Fishmeal by a Selected Mixture of Protein Sources for Juvenile Turbot(Scophthalmus maximus)
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作者 DONG Chun HE Gen +2 位作者 MAI Kangsen ZHOU Huihui XU Wei 《Journal of Ocean University of China》 SCIE CAS 2016年第3期561-567,共7页
Poor palatability is a limiting factor for replacing fishmeal with other protein sources in aquaculture. The water-soluble molecules with low molecular weights are the major determinants of the palatability of diets. ... Poor palatability is a limiting factor for replacing fishmeal with other protein sources in aquaculture. The water-soluble molecules with low molecular weights are the major determinants of the palatability of diets. The present study was conducted to investigate the palatability of water-soluble extracts from single protein source(single extract pellets) and the mixture of these extracts with different proportions(blended extract pellets) in juvenile turbot(Scophthalmus maximus). Then according to the palatability of blended extract pellets, an optimal mixture proportion was selected, and a new protein source made from raw protein materials with the selected proportion was formulated to replace fishmeal. Summarily, the palatability of single extract pellets for turbot was descendent from fishmeal to pet-food grade poultry by-product meal, wheat gluten meal, soybean meal, peanut meal, meat and bone meal, and corn gluten meal. Subsequently, according to the palatability of single extract pellets, 52 kinds of blended extract pellets were designed to test their palatability. The results showed that the pellets presented remarkably different palatability, and the optimal one was diet 52(wheat gluten meal: pet-food grade poultry by-product meal: meat and bone meal: corn gluten meal = 1:6:1:2). The highest ingestion ratio(the number of pellets ingested/the number of pellets fed) was 0.73 ± 0.03, which was observed in Diet 52. Then five isonitrogenous(52% crude protein) and isocaloric(20 k J g^(-1) gross energy) diets were formulated by replacing 0(control), 35%, 50%, 65% and 80% of fishmeal with No.52 blending proportion. After a 10-weeks feeding trial, a consistent feed intake was found among all replacement treatments. Replacement level of fishmeal up to 35% did not significantly influence final body weight, specific growth rate, feed efficiency ratio, and protein efficiency ratio of turbot. Therefore, the water-soluble extracts of protein sources play an important role in improving the palatability of non-fishmeal protein sources in aquafeed. 展开更多
关键词 protein source water-soluble extract PALATABILITY fishmeal replacement TURBOT
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Short-term efficacy of natural orifice specimen extraction surgery for low rectal cancer 被引量:16
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作者 Jun-Hong Hu Xing-Wang Li +4 位作者 Chen-Yu Wang Jun-Jie Zhang Zheng Ge Bing-Hui Li Xu-Hong Lin 《World Journal of Clinical Cases》 SCIE 2019年第2期122-129,共8页
BACKGROUND This case-control study compared the short-term clinical efficacy of natural orifice specimen extraction surgery(NOSES) using a prolapsing technique and the conventional laparoscopic-assisted approach for l... BACKGROUND This case-control study compared the short-term clinical efficacy of natural orifice specimen extraction surgery(NOSES) using a prolapsing technique and the conventional laparoscopic-assisted approach for low rectal cancer.AIM To further explore the application value of the transanal placement of the anvil and to evaluate the short-term efficacy of NOSES for resecting specimens of low rectal cancer, as well as to provide a theoretical basis for its extensive clinical application.METHODS From June 2015 to June 2018, 108 consecutive laparoscopic-assisted low rectal cancer resections were performed at our center. Among them, 26 specimens were resected transanally using a prolapsing technique(NOSES), and 82 specimens were resected through a conventional abdominal wall small incision(LAP). A propensity score matching method was used to select 26 pairs of matched patients, and their perioperative data were analyzed.RESULTS The baseline data were comparable between the two matched groups. All 52 patients underwent the surgery successfully. The operative time, blood loss,number of harvested lymph nodes, postoperative complication rate,circumferential margin involvement, postoperative follow-up data, and postoperative anal function were not statistically significant. The NOSES group had shorter time to gastrointestinal function recovery(2.6 ± 1.0 d vs 3.4 ± 0.9 d, P= 0.006), shorter postoperative hospital stay(7.1 ± 1.7 d vs 8.3 ± 1.1 d, P = 0.003),lower pain score(day 1: 2.7 ± 1.8 vs 4.6 ± 1.9, day 3: 2.0 ± 1.1 vs 4.1 ± 1.2, day 5: 1.7± 0.9 vs 3.3 ± 1.0, P < 0.001), a lower rate of additional analgesic use(11.5% vs61.5%, P = 0.001), and a higher satisfaction rate in terms of the aesthetic appearance of the abdominal wall after surgery(100% vs 23.1%, P < 0.001).CONCLUSION NOSES for low rectal cancer can achieve satisfactory short-term efficacy and has advantages in reducing postoperative pain, shortening the length of postoperative hospital stay, and improving patients' satisfaction in terms of a more aesthetic appearance of the abdominal wall. 展开更多
关键词 Natural ORIFICE SPECIMEN extractION SURGERY low RECTAL cancer Laparoscopy Prolapsing technique No auxiliary INCISION
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Micro-Doppler feature extraction of micro-rotor UAV under the background of low SNR 被引量:4
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作者 HE Weikun SUN Jingbo +1 位作者 ZHANG Xinyun LIU Zhenming 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第6期1127-1139,共13页
Micro-Doppler feature extraction of unmanned aerial vehicles(UAVs)is important for their identification and classification.Noise and the motion state of the UAV are the main factors that may affect feature extraction ... Micro-Doppler feature extraction of unmanned aerial vehicles(UAVs)is important for their identification and classification.Noise and the motion state of the UAV are the main factors that may affect feature extraction and estimation precision of the micro-motion parameters.The spectrum of UAV echoes is reconstructed to strengthen the micro-motion feature and reduce the influence of the noise on the condition of low signal to noise ratio(SNR).Then considering the rotor rate variance of UAV in the complex motion state,the cepstrum method is improved to extract the rotation rate of the UAV,and the blade length can be intensively estimated.The experiment results for the simulation data and measured data show that the reconstruction of the spectrum for the UAV echoes is helpful and the relative mean square root error of the rotating speed and blade length estimated by the proposed method can be improved.However,the computation complexity is higher and the heavier computation burden is required. 展开更多
关键词 micro-rotor unmanned aerial vehicle(UAV) low signal to noise ratio(SNR) MICRO-DOPPLER feature extraction parameter estimation
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Technique of coal mining and gas extraction without coal pillar in multi-seam with low permeability 被引量:5
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作者 YUAN Liang 《Journal of Coal Science & Engineering(China)》 2009年第2期120-128,共9页
Aimed at the low mining efficiency in deep multi-seams because of high crustalstress,high gas content,low permeability,the compound 'three soft' roof and the trouble-somesafety situation encountered in deep le... Aimed at the low mining efficiency in deep multi-seams because of high crustalstress,high gas content,low permeability,the compound 'three soft' roof and the trouble-somesafety situation encountered in deep level coal exploitation,proposed a new idea ofgob-side retaining without a coal-pillar and Y-style ventilation in the first-mined key pressure-relieved coal seam and a new method of coal mining and gas extraction.The followingwere discovered:the dynamic evolution law of the crannies in the roof is influenced bymining,the formative rule of 'the vertical cranny-abundant area' along the gob-side,thedistribution of air pressure field in the gob,and the flowing rule of pressure-relieved gas ina Y-style ventilation system.The study also established a theoretic basis for a new miningmethod of coal mining and gas extraction which is used to extract the pressure-relievedgas by roadway retaining boreholes instead of roadway boreholes.Studied and resolvedmany difficult key problems,such as,fast roadway retaining at the gob-side without a coalpillar,Y-style ventilation and extraction of pressure-relieved gas by roadway retainingboreholes,and so on.The study innovated and integrated a whole set of technical systemsfor coal and pressure relief gas extraction.The method of the pressure-relieved gasextraction by roadway retaining had been successfully applied in 6 typical working faces inthe Huainan and Huaibei mining areas.The research can provide a scientific and reliabletechnical support and a demonstration for coal mining and gas extraction in gaseous deepmulti-seams with low permeability. 展开更多
关键词 coal seam with low permeability without coal-pillar gob-side roadway retaining roadway retaining and borehole drilling coal mining and gas extraction
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The extraction of potassium from K-feldspar ore by low temperature molten salt method 被引量:3
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作者 Zhao Wang Quanyou Zhang +2 位作者 Ying Yao Yongzhong Jia Bingjun Xie 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2018年第4期845-851,共7页
The low temperature molten salt method was used to extract potassium from K-feldspar ore, and some related factors including mass ratio between NaNO_3, NaOH, H_2O and K-feldspar ore, particle size of K-feldspar ore,re... The low temperature molten salt method was used to extract potassium from K-feldspar ore, and some related factors including mass ratio between NaNO_3, NaOH, H_2O and K-feldspar ore, particle size of K-feldspar ore,reaction temperature and time were investigated, respectively. In addition, the optimum condition for this method was determined by a series of condition experiments. What was more, the K-feldspar ore and the leach residue after reaction based on the above optimum condition were analyzed by XRD, SEM and EDS,separately. The results of which indicated that the mechanism of extraction of potassium for this method was according to the ion exchange reaction between sodium ion and potassium ion, and the extraction ratio of potassium had an obvious improvement than that of traditional methods, which could reach up to 96.25%.Therefore, this method can be a feasible solution to extract potassium from K-feldspar ore for its low energy consumption and high efficiency. 展开更多
关键词 low temperature molten salt K-feldspar Mechanism extraction ratio
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The mechanism and products for co-thermal extraction of biomass and low-rank coal with NMP 被引量:5
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作者 Jun Zhao Hai-bin Zuo +1 位作者 Jing-song Wang Qing-guo Xue 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2019年第12期1512-1522,共11页
The high-value utilization of low-rank coal would allow for expanding energy sources,improving energy efficiencies,and alleviating environmental issues.In order to use low-rank coal effectively,the hypercoals(HPCs)wer... The high-value utilization of low-rank coal would allow for expanding energy sources,improving energy efficiencies,and alleviating environmental issues.In order to use low-rank coal effectively,the hypercoals(HPCs)were co-extracted from two types of low-rank coal and biomass via N-methyl-2-purrolidinone(NMP)under mild conditions.The structures of the HPCs and residues were characterized by proximate and ultimate analysis,Raman spectra,and Fourier transform infrared(FT-IR)spectra.The carbon structure changes within the raw coals and HPCs were discussed.The individual thermal dissolution of Xibu(XB)coal,Guandi(GD)coal,and the biomass demonstrated that the biomass provided the lowest thermal dissolution yield Y1 and the highest thermal soluble yield Y2 at 280℃,and the ash content of three HPCs decreased as the extraction temperature rose.Co-thermal extractions in NMP at various coal/biomass mass ratios were performed,demonstrating a positive synergic effect for Y2 in the whole coal/biomass mass ratios.The maximum value of Y2 was 52.25wt% for XB coal obtained with a XB coal/biomass of 50wt% biomass.The maximum value of Y2 was 50.77wt% for GD coal obtained with a GD coal/biomass of 1:4.The difference for the optimal coal/biomass mass ratios between XB and GD coals could be attributed to the different co-extraction mechanisms for this two type coals. 展开更多
关键词 low-rank COAL BIOMASS co-thermal extractION NMP hypercoal
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Recovery of zinc from low-grade zinc oxide ores by solvent extraction 被引量:8
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作者 覃文庆 蓝卓越 黎维中 《Journal of Central South University of Technology》 2003年第2期98-102,共5页
The recovery of zinc from low-grade zinc oxide ores with solvent extraction-electrowinning technique was investigated by using D2EHPA as extractant and 260 # kerosene as diluent. The results show that it is possible t... The recovery of zinc from low-grade zinc oxide ores with solvent extraction-electrowinning technique was investigated by using D2EHPA as extractant and 260 # kerosene as diluent. The results show that it is possible to selectively leach zinc from the ores by heap leaching. The zinc concentration of leach solution in the first leaching cycle is 32.57 g/L, and in the sixteenth cycle the zinc concentration is 8.27g/L after solvent extraction. The leaching solution is subjected to solvent extraction, scrubbing and selective stripping for enrichment of zinc and removal of impurities. The pregnant zinc sulfate solution produced from the stripping cycle is suitable for zinc electrowinning. Extra-pure zinc metal was obtained in the electrowinning test under conventional conditions. 展开更多
关键词 ZINC low-GRADE ZINC oxide ORES HEAP LEACHING SOLVENT extraction
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RNA Extraction from Herba Violae Roots with Low-temperature Sectioning Method 被引量:1
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作者 Chun ZHANG Yingyu MAO +2 位作者 Bo LUO Mao LUO Suqun DUAN 《Agricultural Biotechnology》 CAS 2013年第3期33-35,共3页
[ Objective ] This study aimed to investigate the optimal method for extracting RNA from roots of medicinal plant herba violae by comparing the effects of liquid nitrogen grinding method and low-temperature sectioning... [ Objective ] This study aimed to investigate the optimal method for extracting RNA from roots of medicinal plant herba violae by comparing the effects of liquid nitrogen grinding method and low-temperature sectioning method on RNA extraction. [ Method] Roots of herba violae were respectively crushed by using liquid nitrogen grinding method and low-temperature sectioning method to extract RNA. The extraction effects of these two methods were compared based on detec- tion of RNA concentration, purity and integrity and amplification of GAPDH gene by RT-PCR. [Result] The concentration of RNA extracted by liquid nitrogen grinding method and low-temperature sectioning method was 1.21 and 3.57 p^g/~, respectively. Both RNA extracted by these two methods showed two distinct bands after agarose gel electrophoresis. The ratio of brightness of the 28S rRNA to the 18S rRNA bands was greater than 1. PCR amplification showed that the length of GAPDH gene was about 230 bp, which was consistent with the expected result. [ Conclusion ] The experimental results indicated that using low-tempera ture sectioning method to crush the roots of herba violae can meet the needs of most molecular biological experiments including gene cloning and expression analysis, which is an effective and simple method for extracting RNA from plant roots. 展开更多
关键词 low-temperature sectioning RNA extraction Herba violae roots
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Separation and analysis of six fractions in low temperature coal tar by column chromatography
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作者 Shuangtai Liu Lei He +5 位作者 Qiuxiang Yao Xi Li Linyang Wang Jing Wang Ming Sun Xiaoxun Ma 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第6期256-265,共10页
The low temperature coal tar(CT)is taken as the raw material,and the extraction and column chromatography are used for detailed and accurate characterization in this paper.The n-heptane soluble fraction(CT-HS)and inso... The low temperature coal tar(CT)is taken as the raw material,and the extraction and column chromatography are used for detailed and accurate characterization in this paper.The n-heptane soluble fraction(CT-HS)and insoluble fraction(CT-HI)were obtained by n-heptane Soxhlet extraction.The extraction rate of CT-HS reached 92.79%(mass),which indicated that there are few heavy compounds in it.Further,different solvents(methylbenzene,benzene,ethyl acetate,methylbenzene-ethanol)were used to elute CT-HS by chromatographic column to obtain five fractions(saturates,aromatics,heteroatoms,phenolics and resins,named CT-SA,CT-AR,CT-HE,CT-PH,CT-RE,respectively).The yields of CTSA,CT-AR,CT-HE,CT-PH,CT-RE are 42.12%,10.43%,2.19%,9.50%and 6.63%(mass),respectively.Gas chromatography-mass spectrometry analysis of eluting components show that alkanes are the main components in CT,followed by polycyclic aromatics,and the corresponding fractions are CT-SA and CT-AR,respectively.The relative content of aliphatics in CT-SA is 76.93%,and the relative content of aromatics in CT-AR is 75.05%.This separation technology effectively separates and enriches different components in CT,and the activation energy required for the pyrolysis process of a single eluting fraction is lower than that of CT,which is expected to provide an important reference for the separation,analysis and conversion of complex oil products such as coal-oil co-processing products,coal tar and other complex heavy carbon oil products. 展开更多
关键词 low temperature coal tar extractive separation Column chromatography isolation Chromatography/mass spectrometry
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Advances in low-temperature extraction of natural resources using liquefied dimethyl ether
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作者 Qingxin Zheng Masaru Watanabe 《Resources Chemicals and Materials》 2022年第1期16-26,共11页
This review summarized the valuable works on the extraction technologies using pure liquefied dimethyl ether(DME)as the organic solvent.DME is a colorless gas with a slight ether-like fragrance at room temperature and... This review summarized the valuable works on the extraction technologies using pure liquefied dimethyl ether(DME)as the organic solvent.DME is a colorless gas with a slight ether-like fragrance at room temperature and pressure.Due to some special properties,such as the strong ability for extracting organic compounds and water,high extraction rate,cheap price,low extraction temperature,and energy consumption,environmental friend-liness,safety,and good compressibility,the application of liquefied DME to the extraction process shows many advantages and has strong potential market competitiveness.On the other hand,the drawbacks of liquefied DME extraction technology were also revealed,mainly on fire hazards,solvent loss,and lack of large-scale application.Furthermore,the previous studies on the application of liquefied DME extraction technology were divided into three parts based on the extracts(water,lipid/oil,and specific ingredients)and listed one by one.The research of the liquefied DME extraction process is still in development.In the future,it is expected that this technology can be continuously improved and optimized in both lab and industrial scales,together with the extension of its application range to more various natural resources. 展开更多
关键词 Liquefied dimethyl ether(DME) extractION Natural resource low temperature Subcritical fluid
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低资源场景事件抽取研究综述 被引量:2
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作者 刘涛 蒋国权 +2 位作者 刘姗姗 刘浏 环志刚 《计算机科学》 CSCD 北大核心 2024年第2期217-237,共21页
事件抽取作为信息抽取的任务之一,旨在从非结构化文本中抽取出结构化事件信息。当前基于机器学习和深度学习的自动化信息抽取方法过度依赖于标注数据,而大多数领域的标准数据集规模很小且分布不均匀,因此低资源场景成为了限制自动化信... 事件抽取作为信息抽取的任务之一,旨在从非结构化文本中抽取出结构化事件信息。当前基于机器学习和深度学习的自动化信息抽取方法过度依赖于标注数据,而大多数领域的标准数据集规模很小且分布不均匀,因此低资源场景成为了限制自动化信息抽取性能的瓶颈。虽然,近年来众多学者针对低资源场景进行了深入研究,并取得了许多显著的成果,但目前针对该场景下的事件抽取研究综述比较缺乏。文中对现有的学术成果进行了较为全面的总结分析,首先介绍了相关任务的定义,并将低资源场景事件抽取任务分为3类;其次围绕此分类重点阐述了6种相关技术方法,包括基于迁移学习、基于提示学习、基于无监督学习、基于弱监督学习、基于数据与辅助知识增强、基于元学习的方法,并指出了当前方法的不足和未来改进的方向;然后介绍了相关数据集及评价指标,并对典型技术方法的实验结果进行了总结分析;最后从全局角度总结分析了当前低资源场景事件抽取工作面临的挑战及未来研究的趋势。 展开更多
关键词 事件抽取 低资源场景 数据处理 场景适应
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低透气煤层无泵式钻扩一体化增透技术与钻具研究 被引量:1
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作者 田东庄 杨文佳 田宏杰 《中国煤炭》 北大核心 2024年第5期73-76,共4页
针对在低透气煤层常规机械掏穴、水力冲孔等增透施工中存在的施工效率低、掏穴装置稳定性差以及需要配备高压泵等问题,提出了无泵式钻扩一体化增透施工技术,研制了配套的双通道送水器、双通道钻杆和造穴装置,并进行了现场工业性试验。... 针对在低透气煤层常规机械掏穴、水力冲孔等增透施工中存在的施工效率低、掏穴装置稳定性差以及需要配备高压泵等问题,提出了无泵式钻扩一体化增透施工技术,研制了配套的双通道送水器、双通道钻杆和造穴装置,并进行了现场工业性试验。结果表明:钻扩一体化增透施工技术在煤矿井下静压水条件下,可实现一趟下钻完成先导孔和机械掏穴的同时作业,解决了常规掏穴装置刀翼开合不稳定、必须配套高压泵的问题,降低了该技术的使用成本;研发的双通道送水器、双通道钻杆和造穴装置工作灵活稳定且可靠性高,造穴段单孔直接扩大至原常规钻孔孔径的4.4倍,显著提升了瓦斯抽采效果,该技术的成功应用为煤矿井下低透气煤层瓦斯抽采钻孔施工提供了技术支撑。 展开更多
关键词 低透气煤层 钻扩一体化 增透技术 瓦斯抽采 钻孔施工
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面向低资源场景的实体知识获取研究综述
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作者 徐道柱 赵凯琳 +5 位作者 康栋 马超 冯禹铭 李紫宣 弋步荣 靳小龙 《大数据》 2024年第1期46-61,共16页
实体获取是信息抽取的核心任务。近年来,在大数据训练模型的趋势下,深度学习在实体获取任务上取得了成功。但在自然环境等领域中,地形、灾害等类型的实体样本或者标注样本很少,而且对无标签样本进行标注又耗时费力。因此,面向低资源场... 实体获取是信息抽取的核心任务。近年来,在大数据训练模型的趋势下,深度学习在实体获取任务上取得了成功。但在自然环境等领域中,地形、灾害等类型的实体样本或者标注样本很少,而且对无标签样本进行标注又耗时费力。因此,面向低资源场景的实体获取逐渐受到关注,该任务被称作低资源实体获取或小样本实体获取。系统地梳理了当前低资源实体获取的相关工作,具体来说介绍了基于元学习、基于多任务学习和基于提示学习这3类方法的研究现状;总结了目前常用的低资源实体获取数据集和代表性模型在这些数据集上的实验结果;对低资源实体获取的方法进行了总结与分析;总结了低资源实体获取的挑战,并展望了未来发展方向。 展开更多
关键词 实体获取 低资源场景 小样本学习
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基于流形学习算法的降雨数据时空分布特征提取及重构
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作者 刘媛媛 刘业森 +4 位作者 刘方华 李梦阳 刘舒 李匡 任汉承 《水利水电技术(中英文)》 北大核心 2024年第9期85-98,共14页
【目的】掌握精细化的降雨时空分布特征,对于城市洪涝风险管理水平的提高具有重要的意义。我国近十几年降雨监测站网密集且数据精细程度高,但时间序列较短;历史降雨资料时间序列长,但是精细程度低。【方法】为了更有效地利用历史降雨资... 【目的】掌握精细化的降雨时空分布特征,对于城市洪涝风险管理水平的提高具有重要的意义。我国近十几年降雨监测站网密集且数据精细程度高,但时间序列较短;历史降雨资料时间序列长,但是精细程度低。【方法】为了更有效地利用历史降雨资料,将流形学习算法引入到历史降雨资料重构中,从高分辨率降雨资料中,提取降雨的时空分别特征,基于该特征,将历史逐6 h的降雨空间数据重构为逐1 h的降雨数据,以满足城市洪涝风险分析的要求。【结果】结果表明,该方法重构数据高值区与实测值的平均误差在15%以内,低值区在20%以内,比传统插值处理的数据高值区误差降低了45%~85%,低值区降低了10%~40%。【结论】利用流形学习算法重构的历史空间降雨数据符合各地区降雨时空分布特征,可提高降雨空间数据颗粒度,实现降雨时空分布精细化特征的有效、合理的提取和总结。 展开更多
关键词 流形学习 机器学习 暴雨时空分布 特征提取 低分辨率重构 泸州 降水
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基于改进Grabcut分割与多特征决策融合的电力线放电痕迹识别
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作者 邹国锋 邵楠 +2 位作者 王连辉 梁栋 徐丙垠 《科学技术与工程》 北大核心 2024年第28期12239-12250,共12页
电力线触树故障中,导线表面的遗留痕迹是事故防治和责任认定的重要依据,但目前中外针对触树后电力线放电痕迹特征规律和辨识方法的研究极其匮乏。为此,搭建10 kV中压线路触树放电实验平台,采集放电后的导线表面痕迹图像,并对导线表面痕... 电力线触树故障中,导线表面的遗留痕迹是事故防治和责任认定的重要依据,但目前中外针对触树后电力线放电痕迹特征规律和辨识方法的研究极其匮乏。为此,搭建10 kV中压线路触树放电实验平台,采集放电后的导线表面痕迹图像,并对导线表面痕迹特征进行系统分析,为人工巡检和智能化痕迹识别提供基础依据。然后,提出改进型Grabcut前景提取方法,综合利用U^(2)Net的自动分割特点和Grabcut的高精度优势,解决Grabcut算法中初始框无法自动确定的问题,实现复杂背景下导线痕迹区域自动精准分割。最后,提出基于低层纹理、颜色特征和高层深度特征的导线表面痕迹全面表征,并采用多数投票规则实现低层和高层特征识别结果决策融合,获得导线痕迹辨识结果,测试实验中平均识别准确率达到91.68%,证明了方法的有效性。 展开更多
关键词 树线放电 前景提取 低层特征 深度特征 决策融合 痕迹识别
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CINOSUM:面向多民族低资源语言的抽取式摘要模型
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作者 翁彧 罗皓予 +3 位作者 超木日力格 刘轩 董俊 刘征 《计算机科学》 CSCD 北大核心 2024年第7期296-302,共7页
针对现有的模型无法处理多民族低资源语言自动摘要生成的问题,基于CINO提出了一种面向多民族低资源语言的抽取式摘要模型CINOSUM。为扩大文本摘要的语言范围,首先构建了多种民族语言的摘要数据集MESUM。为解决以往模型在低资源语言上效... 针对现有的模型无法处理多民族低资源语言自动摘要生成的问题,基于CINO提出了一种面向多民族低资源语言的抽取式摘要模型CINOSUM。为扩大文本摘要的语言范围,首先构建了多种民族语言的摘要数据集MESUM。为解决以往模型在低资源语言上效果不佳的问题,构建了一个框架,采用统一的句子抽取器,以进行不同民族语言的抽取式摘要生成。此外,提出采用多语言数据集的联合训练方法,旨在弥补知识获取上的不足,进而扩展在低资源语言上的应用,显著增强模型的适应性与灵活性。最终,在MESUM数据集上开展了广泛的实验研究,实验结果表明CINOSUM模型在包括藏语和维吾尔语在内的多民族低资源语言环境中表现卓越,并且在ROUGE评价体系下取得了显著的性能提升。 展开更多
关键词 抽取式摘要 多语言预训练模型 低资源语言信息处理 知识迁移
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黄连生物碱超声辅助低共熔溶剂提取工艺优化
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作者 李杰 李越婷 +1 位作者 李慧贞 张畅畅 《中成药》 CAS CSCD 北大核心 2024年第6期1818-1823,共6页
目的优化黄连生物碱超声辅助低共熔溶剂提取工艺。方法以葡萄糖-乳酸(1∶5)为低共熔溶剂。在单因素试验基础上,以提取时间、含水量、液料比为影响因素,生物碱得率为评价指标,Box-Behnken响应面法优化提取工艺。结果最佳条件为提取时间35... 目的优化黄连生物碱超声辅助低共熔溶剂提取工艺。方法以葡萄糖-乳酸(1∶5)为低共熔溶剂。在单因素试验基础上,以提取时间、含水量、液料比为影响因素,生物碱得率为评价指标,Box-Behnken响应面法优化提取工艺。结果最佳条件为提取时间35 min,含水量26%,液料比33∶1,生物碱得率为7.22%。结论该方法稳定可靠,切实可行,可为黄连开发利用提供参考。 展开更多
关键词 黄连 生物碱 超声提取工艺 低共熔溶剂 Box-Behnken响应面法
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SMILE和WG-FS-LASIK治疗低度无散光近视患者术后早期视觉质量比较
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作者 孔旻 罗武强 +5 位作者 李丽丽 肖信 陈琦 林恩韦 林红 甘宇 《中国临床新医学》 2024年第2期200-205,共6页
目的比较飞秒激光小切口角膜基质内透镜取出术(SMILE)和波前像差引导的准分子激光原位角膜磨镶术(WG-FS-LASIK)治疗低度无散光近视患者术后的早期视觉质量。方法选择2022年3月至6月在广西壮族自治区人民医院视光中心行SMILE治疗的患者15... 目的比较飞秒激光小切口角膜基质内透镜取出术(SMILE)和波前像差引导的准分子激光原位角膜磨镶术(WG-FS-LASIK)治疗低度无散光近视患者术后的早期视觉质量。方法选择2022年3月至6月在广西壮族自治区人民医院视光中心行SMILE治疗的患者15例(30眼,SMILE组),行WG-FS-LASIK治疗的患者15例(30眼,WG-FS-LASIK组)。所有患者术前无散光且最佳矫正视力所需最低球镜度数均≤-3.00 D。于术前和术后1 d、1周、1个月测量视力、全眼像差(慧差、三叶草像差和球差)、客观散射指数(OSI)、调制传递函数截止频率(MTF_(cut-off))、斯特列尔比(SR)、可预测对比度视力(PVA)(包括PVA 100%、PVA 20%、PVA 9%)。比较两组观察指标测量结果。结果两组术后等效球镜、视力情况均较术前显著改善(P<0.05),但两组各时间点比较差异无统计学意义(P>0.05)。两组术后OSI、SR、PVA 9%均较术前显著改善(P<0.05)。WG-FS-LASIK组在术后1 d、1周、1个月的OSI水平均显著低于SMILE组(P<0.05)。在术后1个月,WG-FS-LASIK组PVA 9%显著高于SMILE组(P<0.05)。SMILE组和WG-FS-LASIK组术后慧差均呈先上升后下降的趋势,但WG-FS-LASIK组变化幅度更小,在术后1 d、1周、1个月,WG-FS-LASIK组慧差小于SMILE组,差异有统计学意义(P<0.05)。结论SMILE和WG-FS-LASIK均能提高低度无散光近视患者术后早期视觉质量,但WG-FS-LASIK早期视力恢复更好,且夜间视觉质量改善更优。 展开更多
关键词 飞秒激光小切口角膜基质内透镜取出术 波前像差引导的准分子激光原位角膜磨镶术 低度无散光近视 视觉质量
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