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基于遗传算法的软岩破碎带巷道围岩参数反分析 被引量:4
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作者 张向东 袁升礼 +1 位作者 殷增光 余忠银 《辽宁工程技术大学学报(自然科学版)》 CAS 北大核心 2018年第2期285-289,共5页
针对软岩破碎带应力分布复杂,各参数难以确定的问题,结合红庆梁穿越软岩破碎带的深埋巷道,基于弹塑性位移反分析的思想,结合Matlab软件GA工具箱与有限差分软件FLAC3D,采用模拟计算值与工程实测值确立适应度函数.在智能寻优反演中,分别... 针对软岩破碎带应力分布复杂,各参数难以确定的问题,结合红庆梁穿越软岩破碎带的深埋巷道,基于弹塑性位移反分析的思想,结合Matlab软件GA工具箱与有限差分软件FLAC3D,采用模拟计算值与工程实测值确立适应度函数.在智能寻优反演中,分别得出巷道断层前、中、后的围岩位移等效力学参数.将所得参数用于其他巷道的变形预测,其预测结果与实际监测有良好的吻合效果,说明了此方法的合理性. 展开更多
关键词 遗传算法 断层 弹塑性 位移反分 位移预测 优化
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A back-propagation neural-network-based displacement back analysis for the identification of the geomechanical parameters of the Yonglang landslide in China 被引量:1
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作者 YU Fang-wei PENG Xiong-zhi SU Li-jun 《Journal of Mountain Science》 SCIE CSCD 2017年第9期1739-1750,共12页
Xigeda formation is a type of hundredmeter-thick lacustrine sediments of being prone to triggering landslides along the trunk channel and tributaries of the upper Yangtze River in China. The Yonglang landslide located... Xigeda formation is a type of hundredmeter-thick lacustrine sediments of being prone to triggering landslides along the trunk channel and tributaries of the upper Yangtze River in China. The Yonglang landslide located near Yonglang Town of Dechang County in Sichuan Province of China, which was a typical Xigeda formation landslide, was stabilized by anti-slide piles. Loading tests on a loading-test pile were conducted to measure the displacements and moments. The uncertainty of the tested geomechanical parameters of the Yonglang landslide over certain ranges would be problematic during the evaluation of the landslide. Thus, uniform design was introduced in the experimental design,and by which, numerical analyses of the loading-test pile were performed using Fast Lagrangian Analysis of Continua(FLAC3D) to acquire a database of the geomechanical parameters of the Yonglang landslide and the corresponding displacements of the loadingtest pile. A three-layer back-propagation neural network was established and trained with the database, and then tested and verified for its accuracy and reliability in numerical simulations. Displacement back analysis was conducted by substituting the displacements of the loading-test pile to the well-trained three-layer back-propagation neural network so as to identify the geomechanical parameters of the Yonglang landslide. The neuralnetwork-based displacement back analysis method with the proposed methodology is verified to be accurate and reliable for the identification of the uncertain geomechanical parameters of landslides. 展开更多
关键词 Back-propagation neural network Displacement back analysis Geomechanical parameters Landslide Numerical analysis Uniform design Xigeda formation
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ELASTO-PLASTIC BACK ANALYSIS OF FROZEN SOIL WALL
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作者 张铭 翁家杰 《Journal of China University of Mining and Technology》 1994年第1期52-61,共10页
The paper briefly describes the range and methods of the research on the stability of frozen wall. Using the Back Analysis Method combining with the model test of frozen wall, the comprebensive study on the stability ... The paper briefly describes the range and methods of the research on the stability of frozen wall. Using the Back Analysis Method combining with the model test of frozen wall, the comprebensive study on the stability of frozen wail is firstly carried out by the authors. Finally, a new viewpoint of adopting limited strain as the major eriteria of stability in frozen soil engineering is proposed. 展开更多
关键词 frozen wall STABILITY Back Analysis
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Science Letters:A current-differential-based method for improving dynamic characteristics of electromagnetic actuators
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作者 Ping FANG Qi-peng LI Fan DING 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第9期1241-1244,共4页
This paper presents a new control strategy based on current differential feedback to accelerate the dynamic response of electromagnetic actuators, instead of traditional closed-loop control based on displacement feedb... This paper presents a new control strategy based on current differential feedback to accelerate the dynamic response of electromagnetic actuators, instead of traditional closed-loop control based on displacement feedback. The method mainly includes a differentiator, proportioner and signal synthesizer. Analysis and simulation on the step characteristics of an electromagnetic actuator were discussed, and all the results show that the approach can improve the actuator's step response greatly. Finally, the control method is applied to a real gravure system which verifies the control performance. 展开更多
关键词 Electromagnetic actuator Control method Dynamic characteristics Current differential
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