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Analysis of a Simultaneous CNC Turning and Boring Operation via Multisensor Monitoring

机译:通过多传感器监测分析同时CNC转动和镗孔操作

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The introduction of multi-axis CNC machining has reduced machining time and increased production rates. However, optimizing simultaneous operations to produce quality parts and prolong tool life still possesses a challenge to engineers due to the mutual interactions of two tools removing material and the amount of factors and noise in a production environment. Since there are multiple factors and the sources of error are unknown, we use a statistical approach to obtain and organize information. A design of experiment study was implemented across twelve sensor responses to optimize the spindle speed, feed rate, inner diameter (ID) depth of cut and outer diameter (OD) depth of cut for simultaneous turning and boring roughing operations. The optimal machining conditions were obtained by a response optimizer from Minitab 16 statistical software. The optimized settings result in 13% reduced cutting and 10% reduced total power consumption for a 3% increase of average power. Future studies will cross correlate different responses to reduce the number of sensors in developing a robust adaptive controller for chatter detection and tool condition monitoring.
机译:多轴CNC加工的引入具有降低的加工时间和增加的生产率。然而,由于两种工具去除材料的相互作用和生产环境中的因素和噪声的相互作用,优化以生产质量零件和延长工具寿命的同步操作仍然对工程师进行挑战。由于有多种因素和错误来源未知,因此我们使用统计方法来获取和组织信息。在12个传感器响应中实现了实验研究的设计,以优化切割和外径(OD)切割深度的主轴速度,进料速率,内径(ID)深度,用于同时转动和钻孔粗加工操作。来自Minitab 16统计软件的响应优化器获得最佳加工条件。优化的设置导致切割减少13%,总功耗降低10%,平均功率增加3%。未来的研究将交叉相关的不同响应,以减少开发强大的自适应控制器的传感器数量,用于颤动检测和工具状况监控。

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