README.md

EPyT and EPyT-Flow Tutorial

Presentation slides

Outline

• Logistics
  • internet
  • link to github/collab
  • clone vs collab
• Introduce ourselves
• Who's who
  • Level of education
  • Experience with EPANET
  • Experinece with the EMT
  • Experience with Python
  • Why are you here?
• What is WaterFutures, introduce KIOS and BU
• WF Benchmark hub (models, open science, benchmarks)
• Structure of the course:
  • History of EPANET and EPyT
  • Short introduction to Python
  • EPANET-Python Toolkit (EPyT) Tutorial and advanced algorithms
  • EPyT-Flow for machine learning

History of EPANET and EPyT (motivational)

• Why EPyT and not WNTR?
• EPyT for EMT Users (e.g. Spyder)
• Structure of the EPyT library
• Why do we need EPyT-Flow?

Short introduction to Python (interactive)

• Python for MATLAB users (MATLAB & SPYDER)
• Basic Python knowledge (JUPYTER NOTEBOOK on Colab)

EPANET-Python Toolkit (EPyT) Tutorial

• EPyT JOSS paper
  • Simple example
  • Advanced example
• Smart Water Systems algorithms
  • Leakage simulation and detection
  • Contamination simulation and detection
  • Pressure sensor placement
  • Quality sensor placement
  • Disinfection control

EPyT-Flow Usage and Machine Learning Applications

• EPyT-Flow paper
• How to use EPyT-Flow
• Generation of datasets with events (hydraulics, quality) and how to use those datasets
• Monte Carlo simulations/Intervals
• Machine learning examples
  • Leakage detection
  • Quality state estimation