Artificial Intelligence Data-driven Corrosion Management (AI-DDCM) 📈

An AI for Advanced Corrosion Risk and Integrity Management Plus Predictive Analytics (AI-ACRIM+) to deliver enhanced value through expert-level consultancy services

Genesis offers a cloud-based AI software for corrosion risk and integrity management, providing crucial insights into how operational data from oil and gas activities impact the integrity of pipelines and related assets. Through advanced visualizations—including scatter plots, heatmaps, box plots, and histograms—users can assess both general and pitting corrosion rates. This predictive analytics tool enables clients to proactively manage corrosion, streamline maintenance, improve reliability, and enhance safety and operational efficiency.

Key Features:

Automation:

Data cleaning and processing with fill missing value function.
Downloadable standard dataset template.
Data visualizations automation.
Python script to transform paper-based documents to CSV or Excel files.
Anonymized clients' asset ID with two upper case letters and two-digit number separated by dash, if asked by client (e.g. GD-25).

AI Prediction

Manual entry of data for a single asset AI prediction.
General corrosion rate.
Pitting corrosion rate.
Maximum pit depth.
Maximum pit diameter.
Corrosion growth forecast.
Remaining useful life estimation.
AI models accuracy matrix, such as Root Mean Square Error (RMSE).

Visualization

Features correlation heatmap.
Asset risk heatmap.
Feature categorization.
Asset risk classification.
Corrosion mechanisms assessment.