EPyT-Control - v0.6.0

• Drop support for Python 3.9
• RlEnv:
  • Unpacked SCADA data for reset info
  • Respect sensor_ordering when constructing the observation space
• Bugfix in reset of MultiConfigEnvs
• MultiConfigHydraulicControlEnv:
  • Add option to set autoreset

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt about 2 months ago

EPyT-Control - v0.5.0

• Migrate to latest EPyT-Flow version (incl. EPANET-PLUS backend)
• Support Python 3.14

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt 4 months ago

EPyT-Control - v0.4.0

• RlEnv:
  • Add frozen sensor configs
  • Add pre-computed hydraulics to the constructor of EPANET-MSX environments
• EpanetMsxControlEnv & MultiConfigEpanetMsxControlEnv:
  • Add hyd_file_in and hyd_scada_in arguments to constructor
• Fix broken notebooks in RTD

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt 9 months ago

EPyT-Control - v0.3.0

• Several bug fixes and (minor) improvements
• Compatibility with the latest version of EPyT-Flow
• Add hydraulic and water quality state transition surrogates
• Add Neural surrogate models for state transition
  • Scikit-learn-based MLP
  • PyTorch-based DNN
• Add time-varying RTS smoother
• Add time time-varying extended Kalman filter

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt 11 months ago

EPyT-Control - v0.2.0

• Several bug fixes and (minor) improvements
• Add Jupyter notebooks
• Add LQR
• Add different Kalman filters
• Add RTS smoother
• Add event detection module from EPyT-Flow
• Add common regression and classification metrics

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt about 1 year ago

EPyT-Control - v0.1.1

• Fix broken references in RTD docs
• Minor fixes in README and docs

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt about 1 year ago

EPyT-Control - v0.1.0

First release of EPyT-Control -- still a beta version.

Natural Resources - Water Supply and Quality - Python
Published by andreArtelt about 1 year ago