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基于神经网络的矫直机压下量自学习控制系统
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作者 尉建龙 《机械工程与自动化》 2021年第5期171-172,共2页
介绍了一种矫直机压下量工艺模型,在此基础上采用神经网络算法为模型增加自学习功能,采用C#语言开发矫直机压下量自学习控制系统,并使用实测数据进行了仿真验证。
关键词 矫直机 压下量模型 自学习控制系统 神经网络
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A smart calibration model on track's pressure-sinkage characteristic of a tracked vehicle moving on soft seabed sediments 被引量:1
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作者 曾谊晖 周育才 +1 位作者 刘道才 左青松 《Journal of Central South University》 SCIE EI CAS 2013年第4期911-917,共7页
The bentonite-water mixture was selected as the substitute of seabed sediments according to the in-situ measurement data of sediments 15-20 cm deep in China's ocean poly-metallic mining contract area and the soft ... The bentonite-water mixture was selected as the substitute of seabed sediments according to the in-situ measurement data of sediments 15-20 cm deep in China's ocean poly-metallic mining contract area and the soft seabed sediments could be simulated with certain proportion of the bentonite and water; besides, based on the theory on the interaction between the vehicle and ground and referenced to Bekker's apparatus and related experimental methods, a scenario on the experimental system of the pressure-sinkage characteristics of interaction between the track of tracked vehicle and soft seabed sediments was designed. The pressure-sinkage experiments were performed with different dimensions of penetration plates. The "pressure-sinkage" model based on Bekker's formula and correlation parameters were obtained to describe the corresponding characteristics of the seabed sediments and a smart calibration model on the pressure-sinkage characteristic of the track was established based on the function chain neural network, which could provide boundary loading conditions for simulation analysis of the tracked vehicle moving on the seabed. 展开更多
关键词 tracked vehicle TRACK seabed sediments pressure-sinkage characteristic smart calibration
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Three-roller continuous setting round process for longitudinally submerged arc welding pipes 被引量:3
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作者 Xue-ying HUANG Jun ZHAO +3 位作者 Gao-chao YU Qing-dang MENG Zhen-kai MU Rui-xue ZHAI 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2021年第5期1411-1426,共16页
In order to solve the problems of excess ovality and cross-section distortion of longitudinally submerged arc welding pipes after forming,a new three-roller continuous setting round process was proposed.This process c... In order to solve the problems of excess ovality and cross-section distortion of longitudinally submerged arc welding pipes after forming,a new three-roller continuous setting round process was proposed.This process can be divided into three stages:loading stage,roll bending stage and unloading stage.Based on the discretization idea,the mechanical model of the primary statically indeterminate problem of the longitudinally submerged arc welding pipes at the roll bending stage was established,and the deformation response was obtained.The simulation and theoretical results show that there are three positive bending regions and three reverse bending regions along the circumference of the pipe.The loading force of each roller shows growth,stability and downward trend with time.The error between the theoretical fitting curve and the simulated data point is very small,and the simulation results verify the reliability of the theoretical calculation.The experimental results show that the residual ovality decreases with the increase of the reduction,and the reduction of the turning point is the optimum reduction.In addition,the residual ovality of the pipe is less than 0.7%without cross-section distortion,which verifies the feasibility of this process. 展开更多
关键词 longitudinally submerged arc welding pipes three-roller continuous setting round statically indeterminate problem mechanical model ovality optimum reduction
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