Cost Effective Soft Sensing in Wastewater Treatment Facilities

The developed code was tested over Ubuntu-18.04 with the following versions of packages.

Software Requirements

• Python 3.8.11
• TensorFlow 2.4.1
• Keras 2.4.0
• sklearn 0.24.1
• pandas 1.2.3
• matplotlib 3.4.1
• numpy 1.19.5

Data

The HRAP Data set that we used in our paper is available in data folder.

Trained Models

The trained model weights are available in trainedModels directory.

Once the enviornment has been set, the model can be trained by running GRUConv.py script as

  python GRUconv.py 

If you want to test the trained models, please check the code available in LoadTrainedModels.py.