# 🔧 Building an Anomaly Detection Model in Python for Pump Vibration Faults In reliability engineering, we've always known that vibration is the heartbeat of rotating equipment. A centrifugal pump ...

Vibration analysis refers to the process of monitoring the levels and patterns of vibration signals generated by a machine or its components. It serves as an essential diagnostic tool to detect faults ...

Vibration sensors capture real-time vibration signals as the machinery operates. In this project, PCB Synotech vibration sensors are placed strategically on a rotating shaft, measuring oscillations ...

Python Code for earthquake detection and car engine safety systems activation import time import random # --- Simulated sensor reading --- def read_sensor(): """Simulate accelerometer vibration data ...