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Application of cluster analysis to preventive maintenance scheme design of pavement 被引量:5
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作者 曾峰 张肖宁 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2009年第4期581-586,共6页
To quantitatively identify the maintenance demand for each highway segments in the pavement maintenance scheme design,a mathematical model of uniform segment division was established and an approach of applying cluste... To quantitatively identify the maintenance demand for each highway segments in the pavement maintenance scheme design,a mathematical model of uniform segment division was established and an approach of applying cluster analysis theory to the uniform segment division and evaluation of pavement maintenance demand was proposed.The actual maintenance project of a highway carried out in Guangdong province was cited as an example to demonstrate the validity of the proposed method.It is proved that the cluster analysis can eliminate human factors in classification without being constrained by the quantities of samples,considering multiple pavement distress indexes and the continuity of samples.Thus it is evident that cluster analysis is an efficient analytical tool in uniform segment division and evaluation of maintenance demand. 展开更多
关键词 preventive maintenance maintenance demand segment division cluster analysis
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Analysis of asphalt pavement structural response from an accelerated loading test 被引量:2
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作者 陈少幸 张肖宁 +1 位作者 孟书涛 徐全亮 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第4期501-505,共5页
This study was to compare theoretical calculation and practical measurement structure response of asphalt pavement. Analysis of the pavement layer moduli was determined from a Back-calculation of Falling Weight Deflec... This study was to compare theoretical calculation and practical measurement structure response of asphalt pavement. Analysis of the pavement layer moduli was determined from a Back-calculation of Falling Weight Deflectometer (FWD) data and the measured stiffness moduli of asphalt layer cores. The pavement response was calculated using a theoretical model and the measured strain response at the bottom different layers. Layered elastic theory was used to back-calculate the layer moduli and three different theory models were used to forward calculate the strain and deflection. The models were: Layered Elastic Theory (LET), the Method of Equivalent Thicknesses (MET) with linear elastic and the Finite Element Method (FEM) where asphalt layer may be viscoelastic. The results showed that the calculation structure response from FEM was consistent with measured results. 展开更多
关键词 asphalt pavement accelerated loading facility RESPONSE ANALYSIS
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New method to quantitatively evaluate the homogeneity of asphalt mixtures 被引量:1
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作者 吴文亮 张肖宁 +1 位作者 王端宜 李智 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2009年第4期537-540,共4页
To evaluate the homogeneity of asphalt mixtures,the images of sections obtained by cutting the asphalt mixtures specimen horizontally or vertically were analyzed with digital image processing techniques,and the partic... To evaluate the homogeneity of asphalt mixtures,the images of sections obtained by cutting the asphalt mixtures specimen horizontally or vertically were analyzed with digital image processing techniques,and the particle area ratio was achieved by applying sector scan for horizontal specimen and vertical scan for vertical one.The research result indicates that the influence of random distribution of aggregates in cutting the specimen can be eliminated by using colored aggregates to distinguish coarse and fine aggregates and using color threshold to segment the images.Choosing three typical gradations,proving particle area ratio obeying normal distribution and using the variability of particle area ratio as an index,it is feasible to quantitatively evaluate the homogeneity of asphalt mixtures. 展开更多
关键词 asphalt mixture digital image processing HOMOGENEITY colored aggregate particle area ratio
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The effect of cyclic hardening on fatigue properties of modified asphalt
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作者 袁燕 张肖宁 邹桂莲 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第4期557-560,共4页
The phenomenon of cyclic hardening is observed in fatigue tests of modified asphalt controlled by low strain/stress level and it is not clear how the phenomenon affects the fatigue properties of binders. The special t... The phenomenon of cyclic hardening is observed in fatigue tests of modified asphalt controlled by low strain/stress level and it is not clear how the phenomenon affects the fatigue properties of binders. The special time weep tests were performed to investigate the point. Tests results indicate that the cyclic hardening is caused by the rearrangement of molecules in binders, and it can make the inner structure of binders getting stable and increase the fatigue properties of asphalt binders. But fatigue damage occurs when fatigue tests start, no matter the phenomenon of cyclic hardening happens or not. If the controlled load is low, the effect of rearrangement of molecules on material is beyond the effect of fatigue damage so that the cyclic hardening can be observed. When the load conditions get worse, the effect of slight fatigue damages produced in hardening stage will show. 展开更多
关键词 modified asphalt fatigue properties cyclic hardening
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Measurement of a thin layer's thickness using independent component analysis of ground penetrating radar data
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作者 李想堂 张肖宁 王端宜 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2008年第4期445-449,共5页
To detect overlapped echoes due to the thin pavement layers,we present a thickness measurement approach for the very thin layer of pavement structures.The term "thin" is relative to the incident wavelength o... To detect overlapped echoes due to the thin pavement layers,we present a thickness measurement approach for the very thin layer of pavement structures.The term "thin" is relative to the incident wavelength or pulse.By means of independent component analysis of noisy signals received by a single radar sensor,the overlapped echoes can be successfully separated.Once the echoes from the top and bottom side of a thin layer have been separated,the time delay and the layer thickness determination follow immediately.Results of the simulation and real data verify the feasibility of the presented method. 展开更多
关键词 thin layer thickness measurement independent component analysis ground penetrating radar PAVEMENT
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