An ML-based solution to detect pipeline leaks & corrosion for asset optimization
This solution supports the Oil & Gas industry and is used by the Pipeline/Asset Integrity Group, to safely operate pipelines, identify pipelines susceptible to leaks & corrosion and manage the complete pipeline lifecycle. This solution integrates with the on-prem SAP HANA system & SAP BTP.
Overview
Unified Pipeline Network view to improve visibility, transparency in operations
Unified view for all the assets including Pipelines, well pads &facilities for a comprehensive understanding of production & operations in the oilfield. Improve visibility into the pipeline operational and historical parameters to enhance pipeline installation and replacement decision making
Extend the life of existing assets
Pipeline is the most critical asset in the oilfield, and prediction of corrosion & leak events enhances the asset life by optimizing the inspection plans using machine learning techniques. This assists the Integrity engineers to focus on the assets which needs the most attention.
Reduce the overall cost of ownership of assets
Optimize the cost of pipeline inspection, repair and replacement activities by enhanced decision making thereby reducing Operating Expenditure OPEX and Capital Expenditure CAPEX
Details
Solution type
Extensions and Add-ons
Industry
Oil, Gas, and Energy, Utilities, Chemicals
Compatibility
Works with
Features
Utilize Dashboards for a comprehensive view of Pipeline Network
Production-ready application to provide users with an end-to-end data picture of pipelines. The visibility will be achieved by consolidating and combining pipeline segments, leaks, and corrosion data
Built-in ML driven Predictive Analytics for pipeline corrosion & leak detection
Data analysis and machine learning predictive models support the leak identification and pipeline segment replacement decision-making process and identify factors affecting corrosion.
Make Use of Interactive Visualizations to increase operational efficiency
Interactive visualizations for real time pipeline data and enhanced decision making. The application will help in faster issue assessment and resolution, resulting in the operational efficiency gains
