artdata-ml-process-control

Machine Learning in Process Control

Machine Learning for Process Control. Part 1: Ambient Temperature Prediction.

https://www.profsys.com.au/post/machine-learning-for-process-control-part-1-ambient-temperature-prediction

Refer to /temp_pred subfolders and temp_pred_training.py

Machine Learning for Process Control. Part 2: NGL Extraction Unit Optimisation with Surrogate Models.

https://www.profsys.com.au/post/machine-learning-for-process-control-part-2-ngl-process-unit-optimisation-with-surrogate-models

Refer to /ngl_opt /ngl_dwsim subfolders and ngl_extraction_train.py ngl_extraction_opt.py