地形探测器接地压力对铣刨机切深精度影响的ANFIS预测  

Predication of milling machine cut-depth's precision influenced by ground pressure of the mechanical terrain detector based on ANFIS

作　　者：冯晓[1,2] 孔凡让[1] 秋实[2] 王香丽[2] 殷凤龙[2] 

机构地区：[1]中国科学技术大学精密机械与仪器系,合肥230027 [2]西北核技术研究所,西安710024

出　　处：《现代制造工程》2015年第3期110-112,125,共4页Modern Manufacturing Engineering

摘　　要：基于自适应神经网络模糊推理系统(ANFIS),利用铣刨机切深精度测定试验获得的样本数据,建立了地形探测器限深轮接地压力、铣刨深度与铣刨机切深精度之间的映射关系,并进行了验证试验,结果表明了该预测方法的有效性,同时,也为不同铣刨深度下限深轮接地压力的选择提供了依据。Based on ANFIS,using of the milling experiments data as the sample,the relationships of the cut-depth’s precision, ground pressure of the mechanical terrain detector ’ s depth wheel and the cut-depth are modeled .The ANFIS model so developed is validated by new checking input patterns and a good correlation is found between the actual data and the predicted data .At the same time,giving a according for the opt of the ground pressure with the different cut-depth.

关 键 词：铣刨机 地形探测器 切深精度 自适应神经网络模糊推理系统 

分 类 号：TH16[机械工程—机械制造及自动化]