李清龙

摘要：我国的机械设计制造水平在近几年不断提高，现代机械设备更是朝着大型化、精密化、复杂化以及自动化等方面发展，在提高生产效率与生产质量上发挥着重要的作用。同时，机械设备的各部件之间的耦合也越来越紧，运行过程中一旦发生某一故障问题就有可能导致整个设备运转失常，因此做好设备的故障检测工作至关重要。传统的故障检测工作片面依靠维修检测人员的经验，对于现代的机械设备来说已经无法适应，因此必须要采用更加先进的方式，因此将人工智能用于机械设备的故障检测工作中具有十分重要的意义，大大提高了检测质量与效率，对保证机械设备的正常、稳定运行发挥着重要的作用。基于此，本文就人工智能在机械设备故障检测中的应用进行了分析。

Abstract： The level of mechanical design and manufacturing in China has been continuously improved in recent years. Modern mechanical equipment is developing towards large-scale， precision， complexity and automation， which plays an important role in improving production efficiency and quality. At the same time， the coupling between the components of mechanical equipment is getting tighter and tighter. Once a fault occurs in the operation process， the whole equipment may run abnormally. Therefore， it is very important to do a good job of equipment fault detection. Traditional fault detection work relies on the experience of maintenance inspectors， which can't adapt to modern mechanical equipment， so it is necessary to adopt more advanced methods. Therefore， it is of great significance to apply artificial intelligence to fault detection of mechanical equipment， which greatly improves the detection quality and efficiency and plays an important role in ensuring the normal and stable operation of mechanical equipment. Based on this， this paper analyzes the application of artificial intelligence in mechanical equipment fault detection.

关键词：人工智能;机械设备;故障检测

Key words： artificial intelligence;mechanical equipment;fault detect

中图分类号：TP18;TH17                               文献标识码：A                                  文章编号：1674-957X（2021）02-0206-02

0  引言

将人工智能的理论和方法应用于机械故障诊断，发展智能化的机械故障诊断技术，是机械故障诊断的一个新的途径，尤其是对于一些多过程、多故障和突发性故障以及复杂庞大、高度自动化的大型设备和系统来说，先进的人工智能检测技术更能够深入其中，探寻故障发生的根本原因，并及时作出应对，从而提高了机械设备的可靠性、可用性、可维修性与安全性。

1  人工智能概述

人工智能就是运用一系列程序模拟人的操作进行技術应用，其作为计算……