Ankur Kumar's repositories
Machine_Learning_for_PSE
Code repository for the book 'Machine Learning in Python for Process Systems Engineering'
Fluid-Catalytic-Cracking-Unit-Dataset-for-Process-Monitoring-Evaluation
Datasets from a fluid catalytic cracking unit to evaluate FDD techniques
Machine_Learning_for_PM_and_PdM
Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'
PDStoolkit-Python-Package
A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.
Machine_Learning_for_DPS
Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'
Kernel-PLS-for-regression-and-monitoring
Python implementation of Kernel PLS algorithm (KPLS) and its application for regression and process monitoring using numerical examples.
Machine_Learning_with_Visual_Acoustics_Process_Data
Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'