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基于ANFIS的CFRP轴向钻削力预测
Modeling of Thrust Force in Drilling of CFRP Based on ANFIS
【摘要】 本文基于CFRP轴向钻削力试验研究,获得ANFIS样本数据。通过对ANFIS的训练,建立钻头转速、进给量与轴向钻削力之间的映射关系,并进行验证试验,结果表明了该预测方法的有效性。
【Abstract】 Drilling experiments are carried out using twist drills that serve as input-output patterns for ANFIS training. The relationships of thrust force and drilling process parameters are modeled by using ANFIS. 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.
【关键词】 碳纤维复合材料;
自适应神经模糊推理系统;
轴向钻削力;
【Key words】 Carbon fiber reinforced plastic Adaptive neuro fuzzy inference system Thrust force;
【Key words】 Carbon fiber reinforced plastic Adaptive neuro fuzzy inference system Thrust force;
【基金】 国家自然科学基金(50905146)资助
- 【文献出处】 航空制造技术 ,Aeronautical Manufacturing Technology , 编辑部邮箱 ,2012年19期
- 【分类号】TG52
- 【被引频次】6
- 【下载频次】107