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首页> 外文期刊>The International Journal of Advanced Manufacturing Technology >Intelligent dimensional error pre-compensation in CNC grinding using iterative learning approach
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Intelligent dimensional error pre-compensation in CNC grinding using iterative learning approach

机译:迭代学习方法在数控磨削中智能尺寸误差预补偿

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摘要

This paper focuses on the problem of intelligent compensation of nonlinearly appeared dimensional error in the computer numerical control grinding process. An intelligent error pre-compensation scheme is proposed with intelligent controller, automatic dimensional error measurement, and feedback information. Iterative learning approach is applied to infer the error compensation of the next workpiece machining by using the historical data. The simulation results and the real system input and output responses show that the proposed intelligent error compensation scheme and the iterative learning approach have significant superiority.
机译:本文针对计算机数控磨削过程中出现的非线性尺寸误差的智能补偿问题。提出了一种具有智能控制器,尺寸误差自动测量和反馈信息的智能误差预补偿方案。运用迭代学习的方法,利用历史数据来推断下一个工件加工的误差补偿。仿真结果和实际系统的输入输出响应表明,本文提出的智能误差补偿方案和迭代学习方法具有明显的优越性。

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