首页|基于人工智能的机械制造加工设备安全检测技术

基于人工智能的机械制造加工设备安全检测技术

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针对传统依赖人工的检测方法已难以满足机械制造加工设备安全管理的问题,本研究提出了基于人工智能的机械制造加工设备安全检测技术,旨在提升机械制造加工设备的安全运行水平,保障工业生产的安全性和效率.首先,阐述了机械制造加工设备安全检测问题,详细设计了机械制造加工设备安全检测架构;其次,提出了基于生成对抗网络的设备安全检测算法;最后,通过实验结果分析验证了该算法的可行性和有效性.结果表明,基于人工智能的机械制造加工设备安全检测技术能够有效提高安全检测的效率和准确性,降低故障率和安全事故发生率.
Artificial Intelligence Based Safety Inspection Technology for Mechanical Manufacturing and Processing Equipment
Traditional manual detection methods are no longer sufficient to meet the safety management needs of mechanical manufacturing and processing equipment.Therefore,this proposes a safety detection technology for mechanical manufacturing and processing equipment based on artificial intelligence,aiming to improve the safe operation level of mechanical manufacturing and processing equipment,and ensure the safety and efficiency of industrial production.Firstly,the safety inspection issues of mechanical manufacturing and processing equipment were elaborated,and a detailed safety inspection architecture for mechanical manufacturing and processing equipment was designed.Secondly,a device security detection algorithm based on generative adversarial networks was proposed.Finally,the feasibility and effectiveness of the algorithm were verified through experimental results analysis.The results indicate that the safety detection technology for mechanical manufacturing and processing equipment based on artificial intelligence can effectively improve the efficiency and accuracy of safety detection,reduce the failure rate and safety accident occurrence rate.

artificial intelligencemechanical manufacturing and processing equipmentsecurity testinggenerative adversarial networks

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绍兴市上虞区职业教育中心,浙江绍兴 312000

人工智能 机械制造加工设备 安全检测 生成对抗网络

2025

模具制造
深圳市生产力促进中心

模具制造

影响因子:0.182
ISSN:1671-3508
年,卷(期):2025.25(2)