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Contents:

  • Installation
    • Requirements
    • Installation
  • Overview
    • CPS Modules
      • Mixer
      • Filter
      • Distill
      • Bottling
      • Source
      • Sink
    • Anomalies and Diagnosis
      • Leaking Anomaly — anom_leaking
      • Clogging Anomaly — anom_clogging
      • Filter Pollution Anomaly — anom_pollution
      • Pump Lower Performance (75%) — anom_pump75
      • Pump Lower Performance (50%) — anom_pump50
      • Inlet Valve Anomaly — anom_valve_inX
    • Benchmark
      • CPS Complexity
      • Anomaly Complexity
      • Data Formats
  • Simulation
    • Using the Simulation
      • Replicate the Benchmark Datasets
      • Create Your Own Simulation
    • API
      • Configuration File
      • Python API
      • Functions Overview
        • create_sim_setup(mos_path, dict_setup)
        • create_plant_sim_model(model_dir, sim_setup)
        • write_anomaly_in_module(module, module_dict, reset=False)
        • induce_anomalies_in_plant(sim_setup, reset=False)
        • data_cleaning(data_dir, sim_setup, modus)
        • run_sim(sim_setup, mos_path='./call.mos', model_dir='../models', data_dir='../data', modus='hybrid', states=True)
        • process_faults_all_combinations(data, file_path)
      • Main Execution
      • Directory Structure Assumptions
  • Datasets
    • Download
HAI-CPS
  • Search

© Copyright 2025, Jonas Ehrhardt, Lukas Moddemann, Oliver Niggemann.

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