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Key parameters controlling electrical resistivity and strength of cement treated soils 被引量:15
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作者 章定文 陈蕾 刘松玉 《Journal of Central South University》 SCIE EI CAS 2012年第10期2991-2998,共8页
The improvement of question soils with cement shows great technical, economic and environmental advantages. And interest in introducing electrical resistivity measurement to assess the quality of cement treated soils ... The improvement of question soils with cement shows great technical, economic and environmental advantages. And interest in introducing electrical resistivity measurement to assess the quality of cement treated soils has increased markedly recently due to its economical, non-destructive, and relatively non-invasive advantages. This work aims to quantify the effect of cement content (aw), porosity (nt), and curing time(T) on the electrical resistivity (p) and unconfined compression strength (UCS) of cement treated soil. A series of electrical resistivity tests and UCS tests of cement treated soil specimen after various curing periods were carried out. A modified Archie empirical law was proposed taking into account the effect of cement content and curing period on the electrical resistivity of cement treated soil. The results show that nt/(aw·T) and nt/(aw·T^1/2) ratio are appropriate parameters to assess electrical resistivity and UCS of cement treated soil, respectively. Finally, the relationship between UCS and electrical resistivity was also established. 展开更多
关键词 cement treated soil electrical resistivity unconfined compression strength cement content POROSITY curing time
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Nonlinear inversion for electrical resistivity tomography based on chaotic DE-BP algorithm 被引量:5
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作者 戴前伟 江沸菠 董莉 《Journal of Central South University》 SCIE EI CAS 2014年第5期2018-2025,共8页
Nonlinear resistivity inversion requires efficient artificial neural network(ANN)model for better inversion results.An evolutionary BP neural network(BPNN)approach based on differential evolution(DE)algorithm was pres... Nonlinear resistivity inversion requires efficient artificial neural network(ANN)model for better inversion results.An evolutionary BP neural network(BPNN)approach based on differential evolution(DE)algorithm was presented,which was able to improve global search ability for resistivity tomography 2-D nonlinear inversion.In the proposed method,Tent equation was applied to obtain automatic parameter settings in DE and the restricted parameter Fcrit was used to enhance the ability of converging to global optimum.An implementation of proposed DE-BPNN was given,the network had one hidden layer with 52 nodes and it was trained on 36 datasets and tested on another 4 synthetic datasets.Two abnormity models were used to verify the feasibility and effectiveness of the proposed method,the results show that the proposed DE-BP algorithm has better performance than BP,conventional DE-BP and other chaotic DE-BP methods in stability and accuracy,and higher imaging quality than least square inversion. 展开更多
关键词 electrical resistivity tomography nonlinear inversion differential evolution back propagation network Tent map
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Electrical resistivity of TiB_2/C composite cathode coating for aluminum electrolysis 被引量:6
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作者 李劼 吕晓军 +2 位作者 李庆余 赖延清 杨建红 《Journal of Central South University of Technology》 EI 2006年第3期209-213,共5页
The electrical resistivity of TiB2/C cathode composite coating at different temperatures was measured with the electrical conductivity test device; the effects of TiB2 content and kinds of carbonaceous fillers as well... The electrical resistivity of TiB2/C cathode composite coating at different temperatures was measured with the electrical conductivity test device; the effects of TiB2 content and kinds of carbonaceous fillers as well as their mean particle size on their electrical resistivities were investigated. The results show that electrical resistivity of the coating decreases with the increase of TiB2 content and the decrease of its mean particle size. When the mass fraction of TiB2 increases from 30% to 60%, the electrical resistivity of the coating at room temperature decreases from 31.2μΩ·m to 23.8μΩ·m. The electrical resistivity of the coating at 960℃ lowers from 76.1μΩ· m to 38.4μΩ·m with the decrease of TiB2 mean particle size from 12μm to 1μm. The kinds of carbonaceous fillers have great influence on the electrical resistivity of TiB2/C composite coating at 960℃, when the graphite, petroleum coke and anthracite are used as fillers, the electrical resistivities of the coating are 20.3μΩ·m, 53.7μΩ·m and 87.2μΩ·m, respectively. For the coating with petroleum coke filler, its electrical resistivity decreases with the increase of the mean particle size of petroleum coke filler. The electrical resistivity at 960℃ decreases from 56.2μΩ·m to 48.2μΩ·m with the mean particle size of petroleum coke increasing from 44μm to 1200μm. However, too big carbonaceous particle size has adverse influence on the abrasion resistance of coating. Its proper mean particle size is 420μm. 展开更多
关键词 aluminum electrolysis composite material TiB2 coating electrical resistivity
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An ICPSO-RBFNN nonlinear inversion for electrical resistivity imaging 被引量:3
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作者 江沸菠 戴前伟 董莉 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第8期2129-2138,共10页
To improve the global search ability and imaging quality of electrical resistivity imaging(ERI) inversion, a two-stage learning ICPSO algorithm of radial basis function neural network(RBFNN) based on information crite... To improve the global search ability and imaging quality of electrical resistivity imaging(ERI) inversion, a two-stage learning ICPSO algorithm of radial basis function neural network(RBFNN) based on information criterion(IC) and particle swarm optimization(PSO) is presented. In the proposed method, IC is applied to obtain the hidden layer structure by calculating the optimal IC value automatically and PSO algorithm is used to optimize the centers and widths of the radial basis functions in the hidden layer. Meanwhile, impacts of different information criteria to the inversion results are compared, and an implementation of the proposed ICPSO algorithm is given. The optimized neural network has one hidden layer with 261 nodes selected by AKAIKE's information criterion(AIC) and it is trained on 32 data sets and tested on another 8 synthetic data sets. Two complex synthetic examples are used to verify the feasibility and effectiveness of the proposed method with two learning stages. The results show that the proposed method has better performance and higher imaging quality than three-layer and four-layer back propagation neural networks(BPNNs) and traditional least square(LS) inversion. 展开更多
关键词 electrical resistivity imaging nonlinear inversion information criterion(IC) radial basis function neural network(RBFNN) particle swarm optimization(PSO)
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Mechanical and electrical properties of coarse-grained soilaffected by cyclic freeze-thaw in high cold regions 被引量:14
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作者 QU Yong-long NI Wan-kui +3 位作者 NIU Fu-jun MU Yan-hu CHEN Guo-liang LUO Jing 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第3期853-866,共14页
To evaluate the geotechnical properties of coarse-grained soil affected by cyclic freeze-thaw,the electrical resistivity and mechanical tests are conducted.The soil specimens are prepared under different water content... To evaluate the geotechnical properties of coarse-grained soil affected by cyclic freeze-thaw,the electrical resistivity and mechanical tests are conducted.The soil specimens are prepared under different water contents,dry densities and exposed to 0?20 freeze-thaw cycles.As a result,the stress?strain behavior of the specimen(w=14.0%andρd=1.90 g/cm^3)changes from strain-hardening into strain-softening due to the freeze-thaw effect.The electrical resistivity of test specimen increases with the freeze-thaw cycles change,but the mechanical parameters(the unconfined compressive strength qu and the deformation modulus E)and brittleness index decrease considerably at the same conditions.All of them tend to be stable after 7?9 cycles.Moreover,both the dry density and the water content have reciprocal effects on the freeze-thaw actions.The failure and pore characteristics of specimens affected by freeze-thaw cycles are discussed by using the image analysis method.Then,an exponential function equation is developed to assess the electrical resistivity of specimens affected by the cyclic freeze-thaw.Linear relations between the mechanical parameters and the electrical resistivity of specimens are established to evaluate the geotechnical properties of the soil exposed to freeze-thaw actions through the corresponding electrical resistivity. 展开更多
关键词 coarse-grained soil freeze-thaw cycle unconfined compressive strength electrical resistivity electrical resistivity model
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Preparation and electrical properties of BaPbO_3 thin film 被引量:1
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作者 陆裕东 王歆 庄志强 《Journal of Central South University of Technology》 EI 2007年第6期759-762,共4页
BaPbO3 thin films were deposited on Al2O3 substrates by sol-gel spin-coating and rapid thermal annealing. The microstructure and phase of BaPbO3 thin films were determined by X-ray diffractometry, scanning electrons m... BaPbO3 thin films were deposited on Al2O3 substrates by sol-gel spin-coating and rapid thermal annealing. The microstructure and phase of BaPbO3 thin films were determined by X-ray diffractometry, scanning electrons microscopy and energy dispersive X-ray spectrometry. The influence of annealing temperature and annealing time on sheet resistance of the thin films was investigated. The results show that heat treatment, including annealing temperature and time, causes notable change in molar ratio of Pb to Ba, resulting in the variations of sheet resistance. The variation of electrical properties demonstrates that the surface state of the film changes from two-dimensional behavior to three-dimensional behavior with the increase of film thickness. Crack-free BaPbO3 thin films with grain size of 90 nm can be obtained by a rapid thermal annealing at 700 ℃ for 10 min. And the BaPbO3 films with a thickness of 2.5 μm has a sheet resistance of 35 Ω·-1. 展开更多
关键词 BAPBO3 thin films SOL-GEL SPIN-COATING electrical resistivity heat treatment
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An adaptive electrical resistance tomography sensor with flow pattern recognition capability 被引量:4
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作者 WANG Pai LI Yang-bo +2 位作者 WANG Mei QIN Xue-bin LIU Lang 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第3期612-622,共11页
The all traditional electrical resistance tomography (ERT) sensors have a static structure, which cannot satisfy the intelligent requirements for adaptive optimization to ERT sensors that is subject to flow pattern ch... The all traditional electrical resistance tomography (ERT) sensors have a static structure, which cannot satisfy the intelligent requirements for adaptive optimization to ERT sensors that is subject to flow pattern changes during the real-time detection of two-phase flow. In view of this problem, an adaptive ERT sensor with a dynamic structure is proposed. The electrodes of the ERT sensor are arranged in an array structure, the flow pattern recognition technique is introduced into the ERT sensor design and accordingly an ERT flow pattern recognition method based on signal sparsity is proposed. This method uses the sparse representation of the signal to express the sampling voltage of the ERT system as a sparse combination and find its sparse solution to achieve the classification of different flow patterns. With the introduction of flow identification information, the sensor has an intelligent function of adaptively and dynamically adapting the sensor structure according to the real-time flow pattern change. The experimental results show that the sensor can automatically identify four typical flow patterns: core flow, bubble flow, laminar flow and circulation flow with recognition rates of 91%, 93%, 90% and 88% respectively. For different flow patterns, the dynamically optimized sensor can significantly improve the quality of ERT image reconstruction. 展开更多
关键词 electrical resistance tomography adaptive sensor sparse representation flow pattern identification
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Effects of curing under step-by-step load on mechanical and deformation properties of cemented gangue backfill column 被引量:12
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作者 GUO Yu-xia RAN Hong-yu +3 位作者 FENG Guo-rui DU Xian-jie QI Ting-ye WANG Ze-hua 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第11期3417-3435,共19页
A step-by-step load was utilized to mimic the load history of the backfill column in the in-situ curing process.The inner damage of the specimen during curing and uniaxial compressive testing was monitored by electric... A step-by-step load was utilized to mimic the load history of the backfill column in the in-situ curing process.The inner damage of the specimen during curing and uniaxial compressive testing was monitored by electrical resistivity and ultrasonic equipment.Results show that:1)Uniaxial compressive strength(UCS)and elastic modulus(EM)of the samples curing under pressure are higher than those of the control samples without pressure,ranging in ratio from 0.5%to 20.2%and 7.1%to 52.3%,respectively,and are influenced by the initial loading age(ILA)and stress strength ratio(SSR).The SSR during curing should not exceed 80%.2)The earlier the ILA is,the higher the total strain becomes.The higher the SSR applies,the larger the total strain gets.The creep strain increases with the increase of SSR and can be described by Burger’s viscoelastic creep model.When SSR is less than 80%,the earlier the ILA is,the smaller the creep strain becomes after the last step-loading.3)The stability of the early age backfill column under pressure can be monitored based on the change of ultrasonic pulse velocity(UPV)and electrical resistivity. 展开更多
关键词 cemented gangue backfill column curing under step-by-step load compressive strength elastic modulus deformation electrical resistivity
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Influence of fly ash on early-age cracking behavior of high-flowing concrete 被引量:5
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作者 郑建岚 王雪芳 《Journal of Central South University》 SCIE EI CAS 2009年第2期312-319,共8页
The effects of quality and content of fly ash on the early-age cracking behavior of high-flowing concrete (HFC) were investigated. The early-age cracking behavior of the HFC was analyzed by combining the tests of ev... The effects of quality and content of fly ash on the early-age cracking behavior of high-flowing concrete (HFC) were investigated. The early-age cracking behavior of the HFC was analyzed by combining the tests of evaporation capacity and electrical resistivity of the HFC. In these tests, a modified flat-type specimen was adopted. The results show that the HFC will have a lower evaporation capacity when it is mixed with fine fly ash, while it will have a higher evaporation capacity when grade II! fly ash is used as mineral admixture. And the electrical resistivity rate of HFC reduces with the increase of the content of fly ash. A nonlinear relationship exists between the cracking time of HFC and the minimum electrical resistivity. The early-age cracking behavior of HFC with fly ash can be enhanced by appropriately increasing the fine particle content and MgO, K2O, and SO3 contents of fly ash. The optimal content of fly ash, which makes a satisfied early-age cracking behavior of HFC, is obtained. And when the content of fly ash exceeds a critical value, the early-age cracking behavior of HFC will rapidly decrease. 展开更多
关键词 high-flowing concrete fly ash cracking behavior electrical resistivity
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Effect of carbon fibre on properties of TiB_2/C composite cathode coating for aluminum electrolysis 被引量:1
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作者 李劼 吕晓军 +3 位作者 赖延清 李庆余 田忠良 方钊 《Journal of Central South University of Technology》 2008年第4期526-530,共5页
The tensile strength,compressive strength and electrical resistivity of TiB2/C composite cathode coating were measured with a hydraulic pressure universal test machine and an electrical resistivity test device,and the... The tensile strength,compressive strength and electrical resistivity of TiB2/C composite cathode coating were measured with a hydraulic pressure universal test machine and an electrical resistivity test device,and the effects of carbon fibre content and carbon fibre length on tensile strength,compressive strength and electrical resistivity were investigated.The results show that the tensile strength of coating increases at the beginning and then reduces with the increase of carbon fibre content when the carbon fibre(length of 3 mm)content ranges from 0 to 4.0%;at the carbon fibre content of 1.5%,the tensile strength of coating reaches the maximum,25.6 MPa.For the coating with carbon fibre content of 1.5%,the carbon fibre length has a great influence on tensile strength and compressive strength of coating;when the carbon fibre length is 6 mm,the tensile strength and compressive strength of coating reach the maximum,27.6 MPa and 39.2 MPa,respectively.The electrical resistivity of coating reduces with the rise of temperature and the length of carbon fibre,and the influence of carbon fibre length on electrical resistivity of coating at low temperature(30-200℃)is more obvious than that at high temperature(960℃). 展开更多
关键词 aluminum electrolysis TiB2 coating electrical resistivity tensile strength compressive strength
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Oil–water two-phase flow pattern analysis with ERT based measurement and multivariate maximum Lyapunov exponent 被引量:9
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作者 谭超 王娜娜 董峰 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第1期240-248,共9页
Oil–water two-phase flow patterns in a horizontal pipe are analyzed with a 16-electrode electrical resistance tomography(ERT) system. The measurement data of the ERT are treated as a multivariate time-series, thus th... Oil–water two-phase flow patterns in a horizontal pipe are analyzed with a 16-electrode electrical resistance tomography(ERT) system. The measurement data of the ERT are treated as a multivariate time-series, thus the information extracted from each electrode represents the local phase distribution and fraction change at that location. The multivariate maximum Lyapunov exponent(MMLE) is extracted from the 16-dimension time-series to demonstrate the change of flow pattern versus the superficial velocity ratio of oil to water. The correlation dimension of the multivariate time-series is further introduced to jointly characterize and finally separate the flow patterns with MMLE. The change of flow patterns with superficial oil velocity at different water superficial velocities is studied with MMLE and correlation dimension, respectively, and the flow pattern transition can also be characterized with these two features. The proposed MMLE and correlation dimension map could effectively separate the flow patterns, thus is an effective tool for flow pattern identification and transition analysis. 展开更多
关键词 oil-water two-phase flow flow patterns electrical resistance tomography (ERT) multivariate time-series multivariate maximum Lyapunov exponent correlation dimension
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Microstructure and mechanical properties of dissimilar resistance spot welded DP1000–QP1180 steel sheets 被引量:6
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作者 Imren OZTURK YILMAZ Abdullah Yasin BILICI Hakan AYDIN 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第1期25-42,共18页
In this study,the effect of welding parameters on the microstructure and mechanical properties of the dissimilar resistance spot welded DP1000–QP1180 joints was investigated.Heat affected zone(HAZ)width of QP1180 sid... In this study,the effect of welding parameters on the microstructure and mechanical properties of the dissimilar resistance spot welded DP1000–QP1180 joints was investigated.Heat affected zone(HAZ)width of QP1180 side was smaller than that of DP1000 side.HAZ width and indentation depth increased with increasing welding current and welding time.The nugget size increased with increasing welding current whereas it increased at lower currents and decreased at higher currents with increasing welding time.The lowest hardness was on the DP1000 side.On the QP1180 side,the center of HAZ had the peak hardness.With increasing welding current,hardness values throughout the weld zone decreased and the tensile shear load increased.At lower welding currents,the welding time did not affect the tensile shear load.Tensile elongation decreased with the increase of welding time,whereas there is no relationship between the welding current and elongation.The spot-welded joints having higher strength exhibited a more ductile fracture characteristic. 展开更多
关键词 DP1000 steel QP1180 steel electrical resistance spot welding MICROSTRUCTURE mechanical properties
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QIANGTANG MASSIF CRUST DEFORMATION FEATURES, DIFFERENCE AND ITS GENETIC MECHANISM STUDY
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作者 Lu Bing\+1, Liu Chiyang\+2, Yin Xiuhua\+1, Lei Zhenyu\+3, Liu Zhong\+3 2 Northwestern University, Xi’an 710069,China 3 China National Petroleum Technology Institute, Bei 《地学前缘》 EI CAS CSCD 2000年第S1期174-174,共1页
Based on the integrated interpretation to the area located between 32°N and 35°N latitude,88°E and 89°E longitudes, the authors analysis the shallow and deep crust deformation of the Qiangtang Mass... Based on the integrated interpretation to the area located between 32°N and 35°N latitude,88°E and 89°E longitudes, the authors analysis the shallow and deep crust deformation of the Qiangtang Massif.Gravity,aeromagnetic,magnetotelluric and seismic surveys show that the Qiangtang Massif could be divided from north to south in the horizontal surface into three parts: the northern and the southern Qiangtang sag, the medial Armugang dome. The aeromagnetic anomaly contour line (AACL) of the medial dome is linear anomaly belts, whose amount varies between -50 nT and 260nT; the AACL of the northern sag is gently negative,whose value varies between 0 and -10nT, and its maximum aeromagnetic basement top depth is 11km;the AACL of the southern sag is gently low,positive alternating with negative, whose amount varies between -30nT and 30nT,and its maximum basement top depth is 9km. 展开更多
关键词 QIANGTANG MASSIF SAG DOME electric\|resistance
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