多模态感知技术在机械加工质量控制中的运用  

Application of Multi-modal Perception Technology in Machining Quality Control

作　　者：郝山 任远林[1] 董秀英 HAO Shan;REN Yuan-lin;DONG Xiu-ying(School of Intelligent Manufacturing and Automotive Engineering,Anhui Business and Technology College,Hefei 231131,Anhui,China)

机构地区：[1]安徽工商职业学院智能制造与汽车学院,安徽合肥231131

出　　处：《机械研究与应用》2025年第2期179-182,共4页Mechanical Research & Application

基　　金：安徽省高校科研重点项目:新时代强化大学生劳动教育的价值引领与提升路径研究(编号:2022AH052785);安徽省高等学校省级质量工程项目:电气自动化技术专业教学创新团队(编号:2023cxtd163);安徽省高等学校省级质量工程项目:新能源汽车技术专业教学创新团队(编号:2023cxtd164)。

摘　　要：随着智能制造的不断发展,机械加工行业迫切需要提高产品质量监控的智能化和精准度水平。该文围绕多模态感知技术在机械加工质量控制中的应用进行详细探讨,通过对现行质量控制方法的关键技术分析,指出了传统机械加工中存在的质量控制难点。通过概述多模态感知技术的基本原理与优势,并融合声、光、电等多种感知信息,提出了提高加工过程监测能力的有效方法。通过实践及应用结果有效验证了多模态感知技术在提高机械加工质量控制精度、降低成本以及提高效率方面的显著优势。为多模态感知技术在机械加工质量控制中的进一步研究提供了相关参考。With the continuous development of intelligent manufacturing,the machining industry urgently needs to improve the level of intelligence and accuracy of product quality monitoring.The paper discusses in detail around the application of multi-modal perception technology in machining quality control,and points out the quality control difficulties existing in traditional machining by analyzing the key technologies of the current quality control methods.By outlining the basic principles and advantages of multi-modal sensing technology and integrating acoustic,optical,electric and other sensing information,an effective method to improve the monitoring ability of machining process is proposed.Through practice and application results,the significant advantages of multi-modal sensing technology in improving machining quality control accuracy,reducing costs and improving efficiency are effectively verified.It provides a relevant reference for further research on multi-modal sensing technology in machining quality control.

关 键 词：多模态感知技术 机械加工 质量控制 智能监测 精准度提升 智能制造 

分 类 号：TH16[机械工程—机械制造及自动化]