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      • KCI등재

        Nonlinear Regression Analysis for Deep Rock Mass Parameters of the Hoek-Brown Failure Criterion Based on the Differential Evolution

        Maolin Tian,Lijun Han,Qingbin Meng 대한토목학회 2021 KSCE JOURNAL OF CIVIL ENGINEERING Vol.25 No.8

        The Hoek-Brown (H-B) failure criterion is an empirical failure criterion. The estimates of Hoek-Brown criterion parameters, such as the geological strength index (GSI) and the disturbance coefficient (D), are usually subjective. This paper focused on modifying the initial estimates of GSI and D to improve the accuracy of parameters. The nonlinear regression model (NLRM) of the Hoek-Brown failure criterion was proposed to analyze the rock parameters by using the sensitivity analysis and the displacement equation of the surrounding rocks. Then, a reasonable back analysis method was developed by introducing the differential evolution (DE), which was used to accurately obtain the parameters of the Hoek-Brown failure criterion in practical engineering. This method was successfully used to analyze the stability of the roadway in a deep coal mine. The results showed that the NLRM can better reflect the relationship between GSI, D, μ and the displacement of roadways, and the back analysis results are consistent with the filed monitoring results. This method can provide a helpful reference for modifying the influence of empirical and subjective factors on H-B parameters selection, and improving the accuracy of Hoek-Brown criterion parameters in the similar engineering applications.

      • KCI등재

        Physical Model Experiment of Surrounding Rock Failure Mechanism for the Roadway under Deviatoric Pressure form Mining Disturbance

        Maolin Tian,Lijun Han,Qingbin Meng,Chao Ma,Yijiang Zong,Peiquan Mao 대한토목학회 2020 KSCE JOURNAL OF CIVIL ENGINEERING Vol.24 No.4

        A physical model experiment was conducted to study the surrounding rock failure mechanism for the roadway under deviatoric pressure from mining disturbance. During the excavation process, a self-developed deviatoric pressure reaction system was used to realize deviatoric pressure loading. Meanwhile, a digital photogrammetric measurement system and a static strain data collection system were utilized to obtain the deformation, strain and stress of the model. The deviatoric pressure stress field characteristic and deformation failure mechanism of roadway were investigated by synthetic analysis of experimental data and displacement vector diagram. The physical experimental results showed that mining disturbance had an inevitable influence on the formation of roadway deviatoric pressure, which caused the V-shaped distribution of pressure stress above the roadway. The V-shaped deviatoric pressure stress caused the roadway asymmetric deformation that was proportional to the deviatoric pressure stress above the roadway. And the asymmetric deformation further aggravated the degree of deviatoric pressure stress and formed a vicious cycle, which resulted in the instability of the roadway. In addition, a numerical simulation under deviatoric pressure was conducted to verify the accuracy of physical experimental results. This study can provide helpful references for researching the instability behavior of the roadway.

      • KCI등재

        Experimental Study on the Mechanical Performance of Grouted Specimen with Composite Ultrafine Cement Grouts

        Maolin Tian,Lijun Han,Qingbin Meng 대한토목학회 2020 KSCE JOURNAL OF CIVIL ENGINEERING Vol.24 No.1

        An experimental investigation was conducted in order to understand properties of grouts and grouted specimens. Three different cement types, i.e., composite ultrafine cement (CUC) that was independently developed, ultrafine cement (UC), and Portland cement (PC) were injected into broken red sandstone specimens on the basis of a self-designed grouting test equipment. After the grouting test, the effects on the mechanical behavior of grouted specimens were studied using an uniaxial compression test, macroscopic failure analysis and mesostructure analysis, as well as a comparison of the mechanical and structural properties of three types of grouted specimens was presented. The test results show that the compressive strength of grouted specimens improved in comparison to the rock residual strength, and the compressive strength of PC, UC and CUC grouted specimens increased by 23.0%, 59.6% and 101.5%, respectively. The failure modes of all grouted specimens were brittle failure, but only the CUC grouted specimen was failed along the new failure surfaces, indicating that CUC grouts can better bond the original cracks. The mesostructure characteristics obtained through the Digital 3D Video Microscope reveal the superior filling effect of the CUC grouts as well as verifying the macroscopic mechanical behavior.

      • KCI등재

        A method to characterize ink performance by line resistance measurement through modeling for direct pen writing

        Dong Maolin,Tian Yufei,Wang Xin,Qian Jun 한국탄소학회 2023 Carbon Letters Vol.33 No.3

        The rational evaluation of carbon-based conductive ink performance is critical to both industrial production and applications. Herein, a model to evaluate writing performance of conductive ink by line resistance was proposed by investigating possible relations among different parameters and establishing relevant model to estimate ink writing performance. Bulk conductive inks were prepared and characterized to provide samples for model. To improve the precision of model, the impact of external factors including writing speed and angle was studied. Nonlinear regression and back propagation artificial neural network were employed to estimate line resistance, and cross check validation was conducted to prove robustness and precision of model. Most importantly, the investigation will open up a new path for the exploration of other carbon-based handwritten electronic devices.

      • KCI등재

        Determination Method for the Strength Model of a Jointed Rock Mass Based on the Geological Strength Index

        Shijie Sun,Maolin Tian,Hongtian Xiao,Ying Wang 대한토목학회 2023 KSCE Journal of Civil Engineering Vol.27 No.7

        The mechanical characteristics of materials are the key to numerical calculation, thedetermination of material parameters of jointed rock mass is conundrum in academia. For thepurpose of more efficiently and accurately select the mechanical parameters of the jointedrock masses, in this paper, a new method is proposed which for constructing a numericalmodel of jointed rock masses, which based on the Geological Strength Index (GSI) and theprinciples of damage mechanics. With the help of basic concepts of damage mechanics, thejoint equivalent coefficient is proposed, establishing the relationship between GSI and jointspacing. The selection way for the mechanical parameters of a jointed rock masses is given incombination with the Hoek-Brown strength criterion. Then, a numerical calculation model isconstructed by utilizing 3DEC numerical simulation software to discuss the stability of theadjoining rock under the condition of different GSIs, which is successfully applied to theWangjialing coal mine project. The numerical results match quite closely with the fieldconditions, the maximum error is 18%, the minimum error is 5.6%, verifying the rationalityand accuracy of this way and providing a new way for the accurate numerical simulation ofjointed rock masses.

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