EnergyFaultDetector Logo

Getting started

  • Usage examples
  • Quick fault detection (CLI)
  • Configuration

Models and methods

  • ARCANA: Root cause analysis
  • Model overview
  • Sequence models
  • Seq2One models (sequence-to-one)
  • Seq2Seq models (sequence-to-sequence)

Advanced usage

  • Advanced usage and customization
  • Logging Configuration

API reference

  • The EnergyFaultDetector package
    • energy_fault_detector
      • Config
      • FaultDetector
      • energy_fault_detector.anomaly_scores
      • energy_fault_detector.autoencoders
      • energy_fault_detector.config
      • energy_fault_detector.core
      • energy_fault_detector.data_preprocessing
      • energy_fault_detector.data_splitting
        • energy_fault_detector.data_splitting.data_gap_handler
        • energy_fault_detector.data_splitting.data_splitter
        • energy_fault_detector.data_splitting.sequence_dataset
      • energy_fault_detector.evaluation
      • energy_fault_detector.quick_fault_detection
      • energy_fault_detector.root_cause_analysis
      • energy_fault_detector.threshold_selectors
      • energy_fault_detector.utils
      • energy_fault_detector.registration
EnergyFaultDetector
  • energy_fault_detector
  • energy_fault_detector
  • energy_fault_detector.data_splitting

energy_fault_detector.data_splitting

Data splitter classes and functions.

  • energy_fault_detector.data_splitting.data_gap_handler
    • DataGapHandler
      • DataGapHandler.freq
      • DataGapHandler.data_gaps
      • DataGapHandler.get_next_gap_after()
      • DataGapHandler.has_data_gaps()
      • DataGapHandler.is_in_gap()
    • shift_array()
  • energy_fault_detector.data_splitting.data_splitter
    • BlockDataSplitter
      • BlockDataSplitter.train_selection
      • BlockDataSplitter.val_selection
      • BlockDataSplitter.split()
  • energy_fault_detector.data_splitting.sequence_dataset
    • SequenceDatasetBuilder
      • SequenceDatasetBuilder.build_seq2one_dataset()
      • SequenceDatasetBuilder.build_sliding_dataset()
Previous Next

© Copyright 2025, Fraunhofer IEE.

Built with Sphinx using a theme provided by Read the Docs.