Vibration monitoring is a crucial technique in industrial automation that helps identify potential mechanical issues in machinery and equipment before they escalate into major failures. By analyzing the vibration patterns of rotating machinery, such as motors, pumps, and compressors, engineers can detect early signs of wear, misalignment, imbalance, or other problems.