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

Language: Jupyter Notebook - Size: 6.65 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 2

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

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Datasets from a fluid catalytic cracking unit to evaluate FDD techniques

Language: Jupyter Notebook - Size: 3.64 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 2

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

Language: Jupyter Notebook - Size: 2.08 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 6

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

Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1

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

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

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 4

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

Language: Jupyter Notebook - Size: 7.76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

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