The failure of the marking needle of a pneumatic marking machine to release air is a common fault, which may involve multiple links such as the air source, air path, and control signal. This malfunction may cause production delays, inconsistent marking quality, and increased maintenance costs. Understanding the root cause, following a structured troubleshooting process, and…