Welcome to Fault Injector’s documentation!

A python package for injecting various faults into a numeric time-series or sensor data.

Contents:

• Introduction
  • Related Paper
• Supported Fault Types & Mathematical Background
  • Notes
• Installation
  • Requirements
  • Install via GitHub
  • Install from source
  • Verifying installation
  • Importing
• Sensor Faults
  • Drift Fault
  • NaN Fault
  • Normal Noise Fault
  • Offset Fault
  • Stuck Value Fault
  • Uniform Noise Fault
• Tutorials
  • DataFrame Injector Demo
  • Drift Fault Demo
  • NaN Fault Demo
  • Normal Noise Fault Demo
  • Offset Fault Demo
  • Stuck Value Fault Demo
  • Uniform Noise Fault Demo
• fault_injector modules
  • fault_injector.fault_lib module
  • fault_injector.injector module
  • fault_injector.df_injector module
  • fault_injector.FaultVisualizer module