Accurate Estimation of Cutting Time Based on Control Principle of Machine Tool

Author:

Saito Kosuke, ,Aoyama Hideki,Sano Noriaki, ,

Abstract

The accurate estimation of cutting time before beginning a cutting process is necessary to improve the productivity of machining. Commercial computer-aided machining (CAM) systems estimate the cutting time by dividing the tool path length by the designated feed rate in a numerical control (NC) program. However, the actual cutting time generally exceeds the estimated cutting time for curved surfaces because of the acceleration and deceleration of the NC machine tool. There are systems that estimate cutting time while considering acceleration and deceleration along the controlled axes, but these are applicable only to particular machine tools. In this study, a flexible system for the accurate estimation of cutting time, based on the control principle of a machine tool, is developed. Experiments to estimate cutting time are conducted for the machining of complex shapes using two different NC machine tools. The actual cutting time is compared with the cutting time estimated by the developed system and that by a commercial CAM system. The estimation error of the proposed system is only 7%, while that of the commercial CAM system is 51%.

Publisher

Fuji Technology Press Ltd.

Subject

Industrial and Manufacturing Engineering,Mechanical Engineering

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Predictive Model for Machining Time in CNC Lathe Process;2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS);2024-05-12

2. Accurate Prediction of CNC Machining Time for Milling Operations Using Neural Networks;2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS);2024-05-12

3. NC直線加減速処理によるマシニングセンタの直線補間工具経路の運動誤差推定;Transactions of the JSME (in Japanese);2023

4. Machining cycle time prediction: Data-driven modelling of machine tool feedrate behavior with neural networks;Robotics and Computer-Integrated Manufacturing;2022-06

5. Generation Method of Cutting Tool Paths for High-Speed and High-Quality Machining of Free-Form Surfaces;International Journal of Automation Technology;2021-07-05

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