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Geomechanics and Engineering Volume 22, Number 1, July10 2020 , pages 97-108 DOI: https://doi.org/10.12989/gae.2020.22.1.097 |
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A parameter calibration method for PFC simulation: Development and a case study of limestone |
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Z.H. Xu, W.Y. Wang, P. Lin, Y. Xiong, Z.Y. Liu and S.J. He
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| Abstract | ||
| The time-consuming and less objectivity are the main problems of conventional micromechanical parameters calibration method of Particle Flow Code simulations. Thus this study aims to address these two limitation of the conventional \"trial-and-error\" method. A new calibration method for the linear parallel bond model (CM-LPBM) is proposed. First, numerical simulations are conducted based on the results of the uniaxial compression tests on limestone. The macroscopic response of the numerical model agrees well with the results of the uniaxial compression tests. To reduce the number of the independent micromechanical parameters, numerical simulations are then carried out. Based on the results of the orthogonal experiments and the multi-factor variance analysis, main micromechanical parameters affecting the macro parameters of rocks are proposed. The macro-micro parameter functions are ultimately established using multiple linear regression, and the iteration correction formulas of the micromechanical parameters are obtained. To further verify the validity of the proposed method, a case study is carried out. The error between the macro mechanical response and the numerical results is less than 5%. Hence the calibration method, i.e., the CM-LPBM, is reliable for obtaining the micromechanical parameters quickly and accurately, providing reference for the calibration of micromechanical parameters. | ||
| Key Words | ||
| discrete element method; particle flow code; parallel bond model; micromechanical parameters; calibration method | ||
| Address | ||
| Z.H. Xu: 1.) Geotechnical and Structural Engineering Research Center, Shandong University, Jinan, Shandong 250061, China 2.) School of Qilu Transportation, Shandong University, Jinan, Shandong 250061, China 3.) SinoProbe Center - China Deep Exploration Center, Chinese Academy of Geological Sciences, Beijing 100037, China W.Y. Wang and Y. Xiong: 1.) Geotechnical and Structural Engineering Research Center, Shandong University, Jinan, Shandong 250061, China 2.) School of Qilu Transportation, Shandong University, Jinan, Shandong 250061, China P. Lin, Z.Y. Liu and S.J. He: Geotechnical and Structural Engineering Research Center, Shandong University, Jinan, Shandong 250061, China | ||