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Analyzing fatigue behaviors and predicting fatigue life of cement-stabilized permeable recycled aggregate material 被引量:1
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作者 YANG Tao XIAO Yuan-jie +6 位作者 LI Yun-bo WANG Xiao-ming HUA Wen-jun HE Qing-yu CHEN Yu-liang ZHOU Zhen MENG Fan-wei 《Journal of Central South University》 2025年第4期1481-1502,共22页
Permeable roads generally exhibit inferior mechanical properties and shorter service life than traditional dense-graded/impermeable roads.Furthermore,the incorporation of recycled aggregates in their construction may ... Permeable roads generally exhibit inferior mechanical properties and shorter service life than traditional dense-graded/impermeable roads.Furthermore,the incorporation of recycled aggregates in their construction may exacerbate these limitations.To address these issues,this study introduced a novel cement-stabilized permeable recycled aggregate material.A total of 162 beam specimens prepared with nine different levels of cement-aggregate ratio were tested to evaluate their permeability,bending load,and bending fatigue life.The experimental results indicate that increasing the content of recycled aggregates led to a reduction in both permeability and bending load.Additionally,the inclusion of recycled aggregates diminished the energy dissipation capacity of the specimens.These findings were used to establish a robust relationship between the initial damage in cement-stabilized permeable recycled aggregate material specimens and their fatigue life,and to propose a predictive model for their fatigue performance.Further,a method for assessing fatigue damage based on the evolution of fatigue-induced strain and energy dissipation was developed.The findings of this study provide valuable insights into the mechanical behavior and fatigue performance of cement-stabilized permeable recycled aggregate materials,offering guidance for the design of low-carbon-emission,permeable,and durable roadways incorporating recycled aggregates. 展开更多
关键词 cement-stabilized permeable recycle aggregate materials PERMEABILITY fatigue life prediction fatigue damage energy dissipation
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Mesoscopic analysis on projectile motion characteristics in oblique penetration into concrete
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作者 Xiaoyu Li Jie Zhang +1 位作者 Yu Rong Zhihua Wang 《Defence Technology(防务技术)》 2025年第9期220-233,共14页
The motion characteristics of projectile during oblique penetration into concrete were studied using a three-dimensional meso-scale model.The finite element model validation and parameter chosen were conducted by comp... The motion characteristics of projectile during oblique penetration into concrete were studied using a three-dimensional meso-scale model.The finite element model validation and parameter chosen were conducted by comparing the experimental data,with computational efficiency enhanced through improved mesh refinement.Penetration simulations involving deformable projectiles at various incident angles analyzed the effects of aggregate volume fraction and particle size on ballistic trajectory and terminal deflection.Sensitivity analysis reveals a strong power-law relationship between aggregate content and the projectile's deflection angle.The increase in aggregate content will enhance the confinement effect,shorten the intrusion distance of the projectile,and lead to a decrease in the deflection angle of the projectile.The effect of aggregate particle size on the projectile deflection angle follows a Gaussian distribution.The maximum deflection angle occurs when the aggregate particle size is between 2.7 and 3.1 times the projectile diameter.An increase in particle size reduces the number of aggregate-mortar interfaces at the same aggregate volume fraction,leading to an enlargement of the damage zone in concrete,a decrease in the number of cracks,and an increase in crack length.These findings enhance the understanding of concrete penetration mechanisms and offers valuable insights for engineering structure protection. 展开更多
关键词 CONCRETE Oblique penetration Meso-scale model Projectile deflection Coarse aggregate
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Maize straw-Penicillium oxalicum enhanced long-term aggregate stability in bauxite residue ameliorated with desulfurization gypsum
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作者 ZHU Feng LIU Xing +5 位作者 JIANG Jun CHEN Li ZHONG Xiao-lin ZHANG Zi-ying GUO Lin XUE Sheng-guo 《Journal of Central South University》 2025年第8期2873-2893,共21页
To accurately identify the factors affecting the formation of stable aggregates in bauxite residue during the soil formation process,the comprehensive effects of a combined chemical-biological amelioration strategy in... To accurately identify the factors affecting the formation of stable aggregates in bauxite residue during the soil formation process,the comprehensive effects of a combined chemical-biological amelioration strategy including solid wastes and a functional microorganism on aggregate size distribution and its stability in bauxite residue were investigated during a 365-d simulation experiment.The results showed that the combined amelioration effectively reduced the saline alkalinity of bauxite residue,and markedly changed the contents of aggregate-associated chemical binding agents.Desulfurization gypsum and maize straw-Penicillium oxalicum(P.oxalicum)differentiated the formation of aggregates within different sizes.Maize straw-P.oxalicum stimulated the formation of water-stable macroaggregates with more durable erosion resistance by the wet-sieving and laser dynamic diffraction analysis.The Pearson correlation analysis showed that exchangeable polyvalent metal ions,pyrophosphate extractable Fe oxide,and organic carbon exhibited positive correlations with aggregate stability during the 365-d incubation.The findings in this study may provide data support and engineering practical reference for ecological restoration in the disposal areas. 展开更多
关键词 bauxite residue aggregate stability disintegration behavior Penicillium oxalicum chemical binding soil formation
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Influence and mechanism of xanthan gum on the aggregation and flotation behavior of talc,olivine,and serpentine
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作者 YANG Xu-sheng FENG Bo +1 位作者 WANG Zi-ming JIANG Long-xia 《Journal of Central South University》 2025年第7期2463-2475,共13页
Finding appropriate flotation reagents to separate copper-nickel sulfide ores from various magnesium silicate gangue minerals has always been a challenge in the mineral processing industry.This study introduced xantha... Finding appropriate flotation reagents to separate copper-nickel sulfide ores from various magnesium silicate gangue minerals has always been a challenge in the mineral processing industry.This study introduced xanthan gum(XG)as a non-toxic and environmentally friendly depressant of talc,olivine,and serpentine.The effects and mechanisms of XG on the aggregation and flotation behavior of talc,olivine and serpentine were investigated by flotation tests,sedimentation tests,IC-FBRM particle size analysis tests,adsorption quantity tests,Fourier transform infrared spectroscopy(FTIR)tests,X-ray photoelectron spectroscopy(XPS)analysis tests and Zeta potential tests.The flotation results indicated that when the three minerals were mixed,XG caused the talc-serpentine aggregation in the solution to shift to olivine-serpentine aggregation,with the remaining XG adsorbing on talc to depress its flotation.In addition,combining XPS and zeta potential tests,the-OH(hydroxyl)groups in XG molecules preferentially adsorbed on Mg sites on the surface of olivine through chemical bonding.The surface potential of olivine significantly shifted to a more negative value,with the negative charge on the olivine surface far exceeding that on the talc surface.This resulted in an increased aggregation effect between positively charged serpentine and negatively charged olivine due to enhanced electrostatic forces. 展开更多
关键词 flotation reagents copper-nickel suifide magnesium silicate gangue minerals xanthan gum AGGREGATION MECHANISMS potential
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天台乌药的组织培养与快速繁殖 被引量:7
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作者 陈珍 孙骏威 +2 位作者 许海丹 钱宝英 鲍思伟 《浙江农业学报》 CSCD 北大核心 2012年第2期243-246,共4页
以药用植物天台乌药当年生嫩茎为外植体,新芽萌动后取材,研究不同培养基对其组织培养和植株再生的影响。结果表明,最适的不定芽增殖培养基为MS+6-BA 2.0~3.5 mg.L-1+NAA 0.2 mg.L-1+Na2S2O31.25%(蔗糖3%),最佳的生根培养基为1/4 MS+IBA... 以药用植物天台乌药当年生嫩茎为外植体,新芽萌动后取材,研究不同培养基对其组织培养和植株再生的影响。结果表明,最适的不定芽增殖培养基为MS+6-BA 2.0~3.5 mg.L-1+NAA 0.2 mg.L-1+Na2S2O31.25%(蔗糖3%),最佳的生根培养基为1/4 MS+IBA 1.0 mg.L-1(不加肌醇,蔗糖2%)。 展开更多
关键词 乌药(Lindera AGGREGATE (Sims) Kosterm) 组织培养 快速繁殖
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氢化物发生原子荧光法测定银鱼中的砷、汞、硒、镉 被引量:2
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作者 刘霞 李伟 +1 位作者 丁冶春 范小娜 《湖北农业科学》 北大核心 2013年第5期1149-1150,1153,共3页
采用微波消解法处理银鱼(Lindera aggregate(Sims)Kosterm)样品,然后用氢化物发生-原子荧光法测定样品中的砷、汞、硒和镉的含量。结果表明,该方法的加标回收率为95.8%~104.6%,相对标准偏差均小于4%,具有良好的精密度和准确度。4种元... 采用微波消解法处理银鱼(Lindera aggregate(Sims)Kosterm)样品,然后用氢化物发生-原子荧光法测定样品中的砷、汞、硒和镉的含量。结果表明,该方法的加标回收率为95.8%~104.6%,相对标准偏差均小于4%,具有良好的精密度和准确度。4种元素的检出限为0.04~0.13 ng/mL,能满足水产品中金属元素的测定要求。银鱼中砷、汞、硒和镉的含量均未超出限量值。该方法简便、快速、灵敏,在实际样品的测定中得到了满意的结果。 展开更多
关键词 原子荧光法 银鱼(Lindera aggregate(Sims) Kosterm)
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基于ABV的BT流量识别与分类 被引量:1
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作者 李双庆 左建勋 路遥 《计算机应用》 CSCD 北大核心 2007年第B06期166-167,169,共3页
基于P2P技术的Bit Torrent(BT)应用消耗了大量的网络带宽,影响了网络中关键业务的正常运行。通过对BT报文的内容研究,正确地识别BT流量。并基于ABV算法提出了一种高效率的BT流量分类方法,进而可以根据约定的控制规则实现对BT流量的有效... 基于P2P技术的Bit Torrent(BT)应用消耗了大量的网络带宽,影响了网络中关键业务的正常运行。通过对BT报文的内容研究,正确地识别BT流量。并基于ABV算法提出了一种高效率的BT流量分类方法,进而可以根据约定的控制规则实现对BT流量的有效控制。通过实验验证了这种BT流量识别和分类方法的有效性与正确性。 展开更多
关键词 流量识别 流量分类 BITTORRENT协议 AGGREGATE BIT Vector(ABV)
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HPLC法测定赣南乌药根、茎、叶中乌药醚内酯的含量 被引量:1
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作者 刘冰晶 张剑 +3 位作者 程齐来 温慧玲 李超 江智伟 《湖北农业科学》 北大核心 2012年第21期4870-4872,共3页
利用反相高效液相色谱法测定赣南乌药(Lindera aggregate)根、茎、叶中乌药醚内酯的含量,建立了赣南乌药的质量标准。以乙腈-水(45∶55,V/V)为流动相,检测波长为235 nm。结果表明,乌药醚内酯在0.08~2.00μg范围内与峰面积呈良好的线性... 利用反相高效液相色谱法测定赣南乌药(Lindera aggregate)根、茎、叶中乌药醚内酯的含量,建立了赣南乌药的质量标准。以乙腈-水(45∶55,V/V)为流动相,检测波长为235 nm。结果表明,乌药醚内酯在0.08~2.00μg范围内与峰面积呈良好的线性关系,回归方程为y=20.851x+9.421,R2=0.999 6。赣南乌药根中乌药醚内酯含量为0.529%,茎、叶中未检出乌药醚内酯。赣南乌药根中乌药醚内酯含量远高于市售商品乌药,该方法可用于赣南乌药的质量控制,方法简便、准确、可靠。 展开更多
关键词 赣南乌药(Lindera aggregate) 乌药醚内酯 反相高效液相 含量测定
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氢化物发生-原子荧光法测定乌药中的砷、汞、硒、镉 被引量:1
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作者 刘霞 李伟 +1 位作者 丁冶春 范小娜 《湖北农业科学》 北大核心 2013年第15期3663-3665,共3页
采用微波消解法处理样品,然后用氢化物发生-原子荧光法测定乌药[Lindera aggregate(Sims)Kosterm]中的砷、汞、硒和镉含量。结果表明,加标回收率为96.8%~103.9%,相对标准偏差均小于4%,具有良好的精密度和准确度。各元素的检出限为0.05... 采用微波消解法处理样品,然后用氢化物发生-原子荧光法测定乌药[Lindera aggregate(Sims)Kosterm]中的砷、汞、硒和镉含量。结果表明,加标回收率为96.8%~103.9%,相对标准偏差均小于4%,具有良好的精密度和准确度。各元素的检出限为0.05~0.36 ng/mL,能满足中草药中无机元素的测试要求。乌药中的砷、汞、硒和镉含量均未超出限量范围。该方法简便、快速、灵敏,对于实际样品的测定得到了满意的结果,便于推广应用。 展开更多
关键词 原子荧光法 乌药[Lindera aggregate(Sims) Kosterm]
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Aggregation operators on intuitionistic trapezoidal fuzzy number and its application to multi-criteria decision making problems 被引量:64
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作者 Wang Jianqiang Zhang Zhong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期321-326,共6页
Intuitionistic trapezoidal fuzzy numbers and their operational laws are defined. Based on these operational laws, some aggregation operators, including intuitionistic trapezoidal fuzzy weighted arithmetic averaging op... Intuitionistic trapezoidal fuzzy numbers and their operational laws are defined. Based on these operational laws, some aggregation operators, including intuitionistic trapezoidal fuzzy weighted arithmetic averaging operator and weighted geometric averaging operator are proposed. Expected values, score function, and accuracy function of intuitionitsic trapezoidal fuzzy numbers are defined. Based on these, a kind of intuitionistic trapezoidal fuzzy multi-criteria decision making method is proposed. By using these aggregation operators, criteria values are aggregated and integrated intuitionistic trapezoidal fuzzy numbers of alternatives are attained. By comparing score function and accuracy function values of integrated fuzzy numbers, a ranking of the whole alternative set can be attained. An example is given to show the feasibility and availability of the method. 展开更多
关键词 intuitionistic trapezoidal fuzzy numbers aggregation operators multi-criteria decision making
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Effect of polypropylene fiber and coarse aggregate on the ductility and fluidity of cemented tailings backfill 被引量:13
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作者 YAN Rong-fu LIU Jia-ming +3 位作者 YIN Sheng-hua ZOU Long KOU Yong-yuan ZHANG Peng-qiang 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第2期515-527,共13页
Adding polypropylene(PP)fibers and coarse aggregates has become a popular way to enhance the strength and stability of the cemented tailings backfilling(CTB)body.It is essential to explore the influence of tailings-ag... Adding polypropylene(PP)fibers and coarse aggregates has become a popular way to enhance the strength and stability of the cemented tailings backfilling(CTB)body.It is essential to explore the influence of tailings-aggregate ratio and fiber content on the mechanical properties of CTB samples.The comprehensive tests of the unconfined compressive strength(UCS),slump and microstructure were designed,and the regression models were established to characterize the effect of the strength,ductility and fluidity.The results indicate that the tailings-aggregate ratio of 5:5 and PP fiber content of 0.5 kg/m^(3) are the optimum point considering the UCS,cracking strain,peak strain and post-peak ductility.The tailings-aggregate ratio is consistent with the unary quadratic to the UCS and a linear model with a negative slope to the slump.Microstructural analysis indicates that PP fiber tends to bridge the cracks and rod-mill sand to serve as the skeleton of the paste matrix,which can enhance the compactness and improve the ductility of the CTB.The results presented here are of great significance to the understanding and application of coarse aggregates and fibers to improve the mechanical properties of CTB. 展开更多
关键词 cemented tailings backfill polypropylene fiber coarse aggregate unconfined compressive strength postpeak ductility FLUIDITY
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Extended DLVO theory applied to coal slime-water suspensions 被引量:13
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作者 张明青 刘颀 刘炯天 《Journal of Central South University》 SCIE EI CAS 2012年第12期3558-3563,共6页
Coal slimes are mainly composed of coal and clay particles.The interaction energies among these particles were calculated using extended DLVO(DERJAGUIN-LANDAU-VERWEY-OVERBEEK)theory and the aggregation mechanisms were... Coal slimes are mainly composed of coal and clay particles.The interaction energies among these particles were calculated using extended DLVO(DERJAGUIN-LANDAU-VERWEY-OVERBEEK)theory and the aggregation mechanisms were analyzed based on the settling experiments for coal-kaolinite and coal-montmorillonite suspensions,respectively,under different conditions of water hardness.The results indicate that for coal-kaolinite suspensions,as the water hardness reaches 10.0mol/L,the coal particles aggregate with each other easily,and then,the coal particles may aggregate with kaolinite particles.However,no aggregation occurs between kaolinite particles.A clay platelet network is formed in coal-montmorillonite suspensions by montmorillonite particles and coal particles are captured into the network.Coal and montmorillonite particles settle completely. 展开更多
关键词 coal slimes KAOLINITE MONTMORILLONITE extended DLVO theory aggregation mechanisms
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Improved designed method of pervious concrete based on optimal volume ratio of paste to aggregate 被引量:10
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作者 BA Ming-fang QI Xin-yu +3 位作者 ZHENG Yu-hang HUANG Guo-yang HE Zhi-min LIU Jun-zhe 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第5期1534-1545,共12页
An improved design method of pervious concrete was proposed to lower the deviation between the designed and actual porosity and maintain both mechanical property and permeability of pervious concrete. The improved des... An improved design method of pervious concrete was proposed to lower the deviation between the designed and actual porosity and maintain both mechanical property and permeability of pervious concrete. The improved design method is mainly based on the optimal volume ratio of paste to aggregate(VRPA), which was determined by testing the average thickness of cement paste coating aggregate. The performances of pervious concrete designed by the traditional method and the improved one were compared. The results show that with the increase of designed porosity, the reduction of compressive strength and flexural strength of pervious concrete designed by the improved method is significantly smaller than those designed by the traditional one. The maximum deviation between the designed and actual porosity of the pervious concrete by the improved method is only 1.54%, which is far less than 8.7% obtained by the traditional one. Micro-structural analysis shows that the porous distribution of pervious concrete designed by improved method exhibits better uniformity. 展开更多
关键词 pervious concrete absolute volume method volume ratio of paste to aggregate mechanical properties porous structures PERMEABILITY
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Influence of steel corrosion to flexural behavior of coral aggregate concrete beam 被引量:7
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作者 DA Bo YU Hong-fa +1 位作者 MA Hai-yan WU Zhang-yu 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第5期1530-1542,共13页
To study the flexural behavior and calculation model,8 coral aggregate concrete(CAC)beams with different types of steel were designed.The flexural behavior of CAC beam was tested.The failure mode,bearing capacity,the ... To study the flexural behavior and calculation model,8 coral aggregate concrete(CAC)beams with different types of steel were designed.The flexural behavior of CAC beam was tested.The failure mode,bearing capacity,the maximum crack width(ws)and average crack spacing(lm)were studied.A calculation model for the bearing capacity of CAC beam was proposed.The results indicated that with the steel strength increased,the cracking moment(Mcr)and ultimate moment(Mu)of CAC beam increased,and the development of the ws gradually slowed,which effectively inhibited the formation of cracks and improved the flexural behavior of CAC beam.For CAC structures in the ocean engineering,it is recommended to use organic new coated steel to extend its effective service life.In addition,considering the influence of steel corrosion,a calculation model for the Mcr,Mu,lm and ws of CAC beam was established. 展开更多
关键词 coral aggregate concrete beam steel corrosion flexural behavior bearing capacity calculation model
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A molecular dynamics study of calcium silicate hydrates-aggregate interfacial interactions and influence of moisture 被引量:5
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作者 ZHOU Yang PENG Ze-chuan +3 位作者 HUANG Jia-le MA Tao HUANG Xiao-ming MIAO Chang-wen 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第1期16-28,共13页
The interface properties between hydrated cement paste(hcp)and aggregates largely determine the various performances of concrete.In this work,molecular dynamics simulations were employed to explore the atomistic inter... The interface properties between hydrated cement paste(hcp)and aggregates largely determine the various performances of concrete.In this work,molecular dynamics simulations were employed to explore the atomistic interaction mechanisms between the commonly used aggregate phase calcite/silica and calcium silicate hydrates(C-S-H),as well as the effect of moisture.The results suggest that the C-S-H/calcite interface is relatively strong and stable under both dry and moist conditions,which is caused by the high-strength interfacial connections formed between calcium ions from calcite and high-polarity non-bridging oxygen atoms from the C-S-H surface.Silica can be also adsorbed on the dry C-S-H surface by the H-bonds;however,the presence of water molecules on the interface may substantially decrease the affinities.Furthermore,the dynamics interface separation tests of C-S-H/aggregates were also implemented by molecular dynamics.The shape of the calculated stress-separation distance curves obeys the quasi-static cohesive law obtained experimentally.The moisture conditions and strain rates were found to affect the separation process of C-S-H/silica.A wetter interface and smaller loading rate may lead to a lower adhesion strength.The mechanisms interpreted here may shed new lights on the understandings of hcp/aggregate interactions at a nano-length scale and creation of high performance cementitious materials. 展开更多
关键词 calcium silicate hydrate AGGREGATE interfacial connections molecular dynamics simulation MOISTURE
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Intuitionistic fuzzy hierarchical clustering algorithms 被引量:6
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作者 Xu Zeshui1,2 1. Coll. of Economics and Management, Southeast Univ., Nanjing 210096, P. R. China 2. Inst. of Sciences, PLA Univ. of Science and Technology, Nanjing 210007, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第1期90-97,共8页
Intuitionistic fuzzy set (IFS) is a set of 2-tuple arguments, each of which is characterized by a membership degree and a nonmembership degree. The generalized form of IFS is interval-valued intuitionistic fuzzy set... Intuitionistic fuzzy set (IFS) is a set of 2-tuple arguments, each of which is characterized by a membership degree and a nonmembership degree. The generalized form of IFS is interval-valued intuitionistic fuzzy set (IVIFS), whose components are intervals rather than exact numbers. IFSs and IVIFSs have been found to be very useful to describe vagueness and uncertainty. However, it seems that little attention has been focused on the clustering analysis of IFSs and IVIFSs. An intuitionistic fuzzy hierarchical algorithm is introduced for clustering IFSs, which is based on the traditional hierarchical clustering procedure, the intuitionistic fuzzy aggregation operator, and the basic distance measures between IFSs: the Hamming distance, normalized Hamming, weighted Hamming, the Euclidean distance, the normalized Euclidean distance, and the weighted Euclidean distance. Subsequently, the algorithm is extended for clustering IVIFSs. Finally the algorithm and its extended form are applied to the classifications of building materials and enterprises respectively. 展开更多
关键词 intuitionistic fuzzy set interval-valued intuitionistic fuzzy set hierarchical clustering intuitionisticfuzzy aggregation operator distance measure.
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Utilization of municipal solid waste incineration fly ash in lightweight aggregates 被引量:5
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作者 谭文发 王里奥 +4 位作者 黄川 刘元元 J.E.Green D.Newport T.Green 《Journal of Central South University》 SCIE EI CAS 2012年第3期835-841,共7页
Washing pre-treatrnent of municipal solid waste incineration (MSWI) fly ash blended with shale and sludge was utilized in the manufacture of light-weight aggregates and processed to form ceramic pellets. A formula u... Washing pre-treatrnent of municipal solid waste incineration (MSWI) fly ash blended with shale and sludge was utilized in the manufacture of light-weight aggregates and processed to form ceramic pellets. A formula uniform design was performed to arrange the mixture ratio of the materials. The optimal mixture ratio of the materials was determined by measuring the bulk density, granule strength, and 1 h water absorption of the pellets. It is shown that the optimal mixture ratios of materials, MSWI fly ash, shale, and sludge, are 23.16%, 62.58%, and 14.25% (mass fraction), respectively. The performance testing indicators of light-weight aggregates are obtained under the optimum mixture ratio: bulk density of 613 kg/m3, granule strength of 821N, and 1 h water absorption of 11.6%, meeting 700 grade light-aggregate of GB/T 17431.2--1998 standard. The results suggest that utilization of MSWI fly ash in light-weight aggregates is an effective method and a potential means to create much more values. 展开更多
关键词 MSWI fly ash pre-treatment trefoil rotary kiln heavy metal light-weight aggregates
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目标检测算法YOLOv5s用于柑桔成熟果实检测的改进 被引量:7
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作者 蹇川 郑永强 +4 位作者 刘艳梅 马岩岩 易时来 吕强 谢让金 《中国南方果树》 北大核心 2024年第1期224-231,共8页
巡检机器人精准检测成熟柑桔果实,对于保证柑桔果园产量巡检作业效率和质量至关重要。考虑到成熟柑桔果实特有的颜色空间、果实遮挡导致的小目标以及巡检机器人有限的硬件资源,提出一种简单有效的基于YOLOv5s的柑桔成熟果实检测方法—... 巡检机器人精准检测成熟柑桔果实,对于保证柑桔果园产量巡检作业效率和质量至关重要。考虑到成熟柑桔果实特有的颜色空间、果实遮挡导致的小目标以及巡检机器人有限的硬件资源,提出一种简单有效的基于YOLOv5s的柑桔成熟果实检测方法———改进YOLOv5s。改进YOLOv5s,主要设计一个由3层Context Aggregation Block(CABlock)组成的金字塔结构特征提取层并将其插入到YOLOv5s网络的Head部分。改进YOLOv5s模型具有如下优点:(1)集成的底层CABlock通过特征通道注意力机制和空间注意力机制,能更好更快地学习小目标局部成熟果实颜色和纹理特征、重叠果实边缘特征;(2)多层CABlock构建的特征金字塔能够有效地避免小目标随网络深度增加而消失,从而降低小目标果实漏检率。柑桔成熟果实识别验证试验结果表明,改进YOLOv5s的检测准确率和平均精度分别为98.21%和98.07%,较原始YOLOv5s分别提升了0.31和0.17百分点,较FasterR-CNN分别提升了8.41和8.31百分点,识别遮挡果实、重叠果实以及小目标果实的平均精度分别为99.4%、97.2%和98.0%;单张成熟柑桔果实图像的平均检测时间32.5ms,模型占用内存15.8 MB。该改进YOLOv5s模型可实现果园自然环境下柑桔成熟果实快速准确地检测识别与产量预估,可为柑桔果园巡检机器人产量巡检提供技术支持。 展开更多
关键词 柑桔 成熟果实 YOLOv5s Context Aggregation Block 目标检测 产量预估
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Bending behaviour of lightweight aggregate concrete-filled steel tube spatial truss beam 被引量:4
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作者 傅中秋 吉伯海 +1 位作者 朱伟 葛汉彬 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第8期2110-2117,共8页
A lightweight aggregate concrete-filled steel tube(LACFST) spatial truss beam was tested under bending load. The performance was studied by the analysis of the beam deflection and strains in its chords and webs. Accor... A lightweight aggregate concrete-filled steel tube(LACFST) spatial truss beam was tested under bending load. The performance was studied by the analysis of the beam deflection and strains in its chords and webs. According to the test results, several assumptions were made to deduce the bearing capacity calculation method based on the force balance of the whole section. An optimal dimension relationship for the truss beam chords was proposed and verified by finite element analysis. Results show that the LACFST spatial truss beam failed after excessive deflection. The strain distribution agreed with Bernoulli-Euler theoretical prediction. The truss beam flexural bearing capacity calculation results matched test evidence with only a 3% difference between the two. Finite element analyses with different chord dimensions show that the ultimate bearing capacity increases as the chord dimensions increase when the chords have a diameter smaller than optimal one; otherwise, it remains almost unchanged as the chord dimensions increase. 展开更多
关键词 lightweight aggregate concrete-filled steel tube spatial truss beam bending behaviour bearing capacity
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Improving performance of recycled aggregate concrete with superfine pozzolanic powders 被引量:3
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作者 王海龙 王俊杰 +1 位作者 孙晓燕 金伟良 《Journal of Central South University》 SCIE EI CAS 2013年第12期3715-3722,共8页
Phosphorous slag (PHS), ground granulated blast-furnace slag (GGBS) and fly ash (FA) were used as replacements of Portland cement to modify the microstruc^xe of recycled aggregate concrete (RAC). A new manufac... Phosphorous slag (PHS), ground granulated blast-furnace slag (GGBS) and fly ash (FA) were used as replacements of Portland cement to modify the microstruc^xe of recycled aggregate concrete (RAC). A new manufacturing method named "W3T4" was proposed to improve the performances of interracial transition zone (ITZ) between recycled aggregate and mortar. The mechanical properties and the durability of RAC were tested, which show that this new manufacturing method improves the properties of RAC, and the GGBS with finest size makes a great contribution to the performance of RAC due to its better filling effect and much earlier pozzolanic reaction. Combined with GGBS, the effects of PHS on the retardation of setting time can be alleviated and the synergistic effect helps to make a more compact RAC. For the RAC with 25% of the recycled aggregate (RA) replacement and 10% PHS + 10% GGBS additives, the compressive strength increases by 25.4%, but the permeability decreases by 64.3% with respect to the reference concrete made with nature aggregates. The micro-mechanisms of these improvements were investigated by the scanning electron microscope (SEM). The SEM images show that the new manufacturing method, adding superfine pozzolanic powders and super-plasticizer benefits, makes a much denser ITZ in RAC. 展开更多
关键词 recycled aggregate concrete superfine pozzolanic powders manufacturing method DURABILITY MICROSTRUCTURE
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