Code repository for the online course 'Statistical Techniques for Monitoring Industrial Processes'

A virtual agent for plant control room that takes in voice-based queries to analyze process data.

Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'

Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'

Python implementation of Kernel PLS algorithm (KPLS) and its application for regression and process monitoring using numerical examples.

A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.

Code repository for the book 'Machine Learning in Python for Process Systems Engineering'

Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'

Datasets from a fluid catalytic cracking unit to evaluate FDD techniques