01 — Synthetic Data Generation

Generates realistic synthetic SCADA data for multiple WWTP service areas with distinct I&I severity profiles — including rainfall-driven RDII, snowmelt-driven infiltration, conductivity dilution, and pump station sub-catchment flow.

synthetic-data wastewater i-and-i snowmelt scada

Pythonpandasnumpyscipymatplotlib

Key Findings

● Synthetic plants span low/medium/high I&I severity with inflow-dominated, infiltration-dominated, and mixed response types
● Spring snowmelt events produce the largest sustained I&I volumes for infiltration-dominated plants
● Sub-catchment pump station data demonstrates spatial I&I variability within a single plant service area

Notebook

Open in Google Colab Download Notebook (.ipynb)