Dataset for Sensorless Drive Diagnosis
About
Features are extracted from motor current. The motor has intact and defective components. This results in 11 different classes with different conditions.
Features are extracted from electric current drive signals. The drive has intact and defective components. This results in 11 different classes with different conditions. Each condition has been measured several times by 12 different operating conditions, this means by different speeds, load moments and load forces. The current signals are measured with a current probe and an oscilloscope on two phases.
Subject Area
Computer Science
Instances
58,509
Features
49
Data Types
Multivariate
Tasks
Classification
Feature Types
Continuous
Features
–
Introductory Paper
–