Abstract
The detection of bearing failure signals plays a crucial role in the industrial field, directly impacting the performance and reliability of mechanical equipment. In most cases, the acquisition of failure signals is conducted using high-cost commercial accelerometers, making it impractical for applications that could be easily implemented in mass-produced factory equipment. For failure de…