White paper

Connect’In®

Refinery Data Management & Advanced Analytics and Monitoring Platform

Thumb_Axens_WP - White Paper - Axens Digitalization  Solutions

Connect’In® by Axens is a smart digital platform that simplifies and strengthens refinery data management.

By combining advanced machine learning with deep process engineering expertise, Connect’In® automates the collection, validation, and analysis of complex operational data. This enables refineries to detect anomalies early, identify meaningful trends, and make informed decisions with greater speed and accuracy.

Fill in the form to download this white paper

Whitepaper
Content

Chapter 1 - Comparing apples to apples: Data validation techniques

› Normalization ensures the comparability of data
› Demonstrating normalization in pilot testing
› What is principal component analysis and how does it work?
› Principal component analysis detects drops in catalyst performance
› Principal component analysis validates feed and reformate data

Chapter 2 - Accurate data prevents errors: Two industrial case studies

› Mature pre- and post-combustion technologies
› The reconciliation method improves data quality
› Industrial case study 1: Identifying and correcting flow meter calibration errors
› Industrial case study 2: Avoiding misguided operational adjustments

Chapter 3 - Advanced data analytics to identify catalyst performance issues

› Preprocessing the data
› Three data science methods for catalyst monitoring

What You Can Expect
From This Whitepaper


Through detailed case studies and practical examples, this white paper provides an
in-depth exploration of the process expertise and data science techniques behind
DataVize by Connect’in®.
The core techniques are Axens’ catalyst normalization, principal component analysis (Chapter 1), mass balance reconciliation (Chapter 2) and
advanced analytical methods (Chapter 3).

 

Thumb_Axens_WP - White Paper - Axens Digitalization  Solutions - Banner

Discover resources that might interest you

Thumb_Axens_CB_connect-in
Commercial bulletin

Connect'In®: Powering Operational Excellence in the Digital Age

Connect Road Map_Slide photo
Video

Leverage Your Data Using Connect’In® Webinar