| 面向神经网络的智能测量与加工集成研究 |
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| 引用本文： | 喻彩丽.面向神经网络的智能测量与加工集成研究[J].机械设计与制造,2021(4):184-187,194. |
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| 作者姓名： | 喻彩丽 |
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| 作者单位： | 浙江科技学院机械与能源工程学院,浙江 杭州 310023 |
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| 基金项目： | 2020年度浙江省高校实验室研究项目—面向智能制造的数字化检测与加工集成开发与应用;浙江省科技厅公益基金资助项目—基于CMM智能装夹技术快速、精确、高效检测发动机零部件的方法研究 |
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| 摘 要： | 面向神经网络的智能测量与加工一体化集成是多学科交叉和综合集成的先进制造技术。五维柔性框架式激光加工机器人系统使智能测量与激光加工一体化得以实现。文章通过神经网络的智能控制研究,从自适应测量所得到的离散点到数据智能化处理,并通过集成分析,对加工轨迹数据的生成进行了研究和加工面重构。为高精复杂产品实现智能测量与加工一体化集成指明了方向,成为一种高新技术迅速发展并构成多学科交叉的知识创新工程新领域。
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| 关 键 词： | 神经网络 智能测量 数据处理 激光加工 |
Research on Integration of Intelligent Measurement and Machining Facing Neural Network |
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| YU Cai-li.Research on Integration of Intelligent Measurement and Machining Facing Neural Network[J].Machinery Design & Manufacture,2021(4):184-187,194. |
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| Authors: | YU Cai-li |
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| Affiliation: | (College of Mechanical and Energy Engineering,Zhejiang University of Science and Technology,Zhejiang Hangzhou310023,China) |
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| Abstract: | Intelligent measurement and machining facing neural network is an advanced manufacturing technology which interdisciplinary and meta-synthesis.So that five-dimensional flexible frame laser robot system may realization of the integration of intelligent measurement and laser processing,Through the intelligent control of neural network,it makes a research and analysis from the discrete points by adaptive measurement to the intelligent processing,and then to the generation of processing trajectory.It points out the direction of integration of measurement and processing for high-precision and complex products.It has become a new field of knowledge innovation engineering with the rapid development of high and new technology. |
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| Keywords: | Neural Network Intelligent Measurement DataProcessing Laser Processing |
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