EPyT-Control

User Guide

  • Installation
  • Basic Usage
  • Custom Environments
  • PID Controller

Jupyter notebooks

  • Basic Usage
  • PID Control of Chlorine Injection
  • Pump Control
  • Event Detection Example

API Reference

  • epyt_control
EPyT-Control
  • Overview: module code

All modules for which code is available

  • epyt_control.controllers.lqr
  • epyt_control.controllers.pid
  • epyt_control.envs.actions.actions
  • epyt_control.envs.actions.actuator_state_actions
  • epyt_control.envs.actions.pump_speed_actions
  • epyt_control.envs.actions.quality_actions
  • epyt_control.envs.advanced_quality_control_env
  • epyt_control.envs.hydraulic_control_env
  • epyt_control.envs.rl_env
  • epyt_control.evaluation.evaluation
  • epyt_control.evaluation.metrics
  • epyt_control.signal_processing.event_detection.event_detector
  • epyt_control.signal_processing.event_detection.sensor_interpolation_detector
  • epyt_control.signal_processing.state_estimation.kalman_filters
  • epyt_control.signal_processing.state_estimation.smoothers
  • epyt_control.signal_processing.state_forecasting.mlp_surrogate
  • epyt_control.signal_processing.state_forecasting.surrogates

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