Machine Learning in Python for Process Systems Engineering Ankur Kumar, Jesus Flores-Cerrillo

This book provides a guided tour along the wide range of ML methods that have proven useful in process industry. Step-by-step instructions, supported with real process datasets, show how to develop ML-based solutions for process monitoring, predictive maintenance, fault diagnosis, soft sensing, and process control.
Machine Learning in Python for Process Systems Engineering (Ankur Kumar Jesus Fl.pdf
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