Shafdan Wastewater Treatment Plant Bio-Reactor Measurements

Overview

Time-series measurements and analytical laboratory test data collected from the Shafdan wastewater treatment facility.

Dataset Contents

• Sensor readings including dissolved oxygen, temperature, pH, and flow rates.
• Laboratory measurements including Chemical Oxygen Demand (COD), Total Suspended Solids (TSS), and Sludge Volume Index (SVI).
• Used for testing recurrent neural networks (LSTM) on non-linear time-series forecasting.

Links

• Kaggle: kaggle.com/datasets/nitzanfarhi/shafdan-wwtp
• Associated Publications:
  • Environmental Technology & Innovation (2021) — DOI: 10.1016/j.eti.2021.101632
  • Environmental Science: Water Research & Technology (2022) — DOI: 10.1039/D2EW00025C