Intelligent Fault Diagnosis Technology for Mechanical Equipment: Current Status and Development

With the continuous advancement of technology, mechanization is also pro-gressing, and automated and intelligent technologies are being increasingly de-veloped. Machinery and equipment are exerting a growing influence in modern industrial technology. However, due to their complexity, malfunctions during operation can disrupt the entire operational system. Such disruptions can lead to significant economic losses and potentially cause injuries or fatalities in me-chanical engineering or construction projects. Therefore, intelligent fault diag-nosis of mechanical equipment is crucial. It not only ensures the normal opera-tion of machinery but also enhances efficiency throughout the system, thereby fostering the development of industrial production.