README.md

Engine Condition Dataset

Binary classification dataset for predicting Engine Condition (0=normal, 1=faulty) based on sensor readings.

Dataset Information

• Rows: 19,535
• Columns: 7
• Target Distribution: {0: np.int64(7218), 1: np.int64(12317)}

Columns

• Engine rpm - Engine rotations per minute
• Lub oil pressure - Lubricating oil pressure (bar)
• Fuel pressure - Fuel system pressure (bar)
• Coolant pressure - Cooling system pressure (bar)
• lub oil temp - Lubricating oil temperature (°C)
• Coolant temp - Coolant temperature (°C)
• Engine Condition - Target variable (0=normal, 1=faulty)

Source

Real engine sensor data for predictive maintenance applications.