Pinned Repositories
DAPCOR--Digital_Assistant_for_Plant_Control_Room
A virtual agent for plant control room that takes in voice-based queries to analyze process data.
Fluid-Catalytic-Cracking-Unit-Dataset-for-Process-Monitoring-Evaluation
Datasets from a fluid catalytic cracking unit to evaluate FDD techniques
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_for_DPS
Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'
Machine_Learning_for_PM_and_PdM
Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'
Machine_Learning_for_PSE
Code repository for the book 'Machine Learning in Python for Process Systems Engineering'
Machine_Learning_with_Visual_Acoustics_Process_Data
Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'
Online-Course-Statistical-Process-Monitoring
Code repository for the online course 'Statistical Techniques for Monitoring Industrial Processes'
PDStoolkit-Python-Package
A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.
ML-PSE's Repositories
ML-PSE/Machine_Learning_for_PSE
Code repository for the book 'Machine Learning in Python for Process Systems Engineering'
ML-PSE/Fluid-Catalytic-Cracking-Unit-Dataset-for-Process-Monitoring-Evaluation
Datasets from a fluid catalytic cracking unit to evaluate FDD techniques
ML-PSE/Machine_Learning_for_PM_and_PdM
Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'
ML-PSE/PDStoolkit-Python-Package
A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.
ML-PSE/Machine_Learning_for_DPS
Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'
ML-PSE/Online-Course-Statistical-Process-Monitoring
Code repository for the online course 'Statistical Techniques for Monitoring Industrial Processes'
ML-PSE/DAPCOR--Digital_Assistant_for_Plant_Control_Room
A virtual agent for plant control room that takes in voice-based queries to analyze process data.
ML-PSE/Kernel-PLS-for-regression-and-monitoring
Python implementation of Kernel PLS algorithm (KPLS) and its application for regression and process monitoring using numerical examples.
ML-PSE/Machine_Learning_with_Visual_Acoustics_Process_Data
Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'