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LOOP: Digital Twin for Pipelines

With LOOP, TÜV NORD’s innovative digital twin approach, you obtain an accurate, data-driven representation of your pipeline. This enables early detection of damage (e.g., corrosion), objective risk assessment, and supports well-founded decisions regarding maintenance and remaining service life.

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Industriepipelines in einer Energieanlage als Symbol für digitale Pipeline-Analyse und Zustandsbewertung durch LOOP.

Safe Condition of the Pipeline – Data-Driven Assessment

In contrast to conventional inspection methods, which typically assess only individual findings, LOOP (Lifetime Optimization of Pipelines) integrates all available inspection data—such as In-Line Inspection (ILI, “pigging”), ultrasonic measurements (UT pigging), and other testing methods. This creates a comprehensive and transparent overall picture of your pipeline. The results can be seamlessly integrated into existing monitoring and maintenance processes, strengthening your pipeline integrity management.

Cluster Analysis for Robust Results

With LOOP’s cluster analysis, spatially adjacent defects are grouped into damage clusters and evaluated as a combined system. This enables a realistic and reliable assessment of pipeline condition—even when dealing with large datasets and complex inspection findings.

Your Benefits with LOOP

  • Reliable condition assessment:
    The entire pipeline is continuously analyzed—not just isolated points.
  • Remaining life predictions:
    The digital twin accounts for corrosion progression as well as real operating conditions such as pressure and temperature.
  • Sound basis for decision-making:
    Clear, prioritized results support action planning, repair prioritization, and budgeting.
3D-Visualisierung eines digitalen Zwillings von Pipeline- oder Leitungsinfrastruktur mit farbcodierten Datenverläufen

How LOOP Works

  1. Data Acquisition:
    Collection and validation of all inspection and operational data (e.g., In-Line Inspection (ILI), UT pigging, pressure, and temperature profiles).
  2. Digital Twin:
    Development of a data-driven pipeline model with a realistic representation of wall thickness, defects, and material condition.
  3. Analysis & Simulation:
    Evaluation of residual strength, corrosion, and fatigue, as well as simulation of future operating conditions.
  4. Cluster Analysis:
    Grouping of spatially adjacent defects into damage clusters for a realistic overall assessment.
  5. Results & Recommendations:
    A transparent report providing prioritized maintenance and operational measures.

Application Areas of LOOP

LOOP is suitable for pipelines exposed to pressure and temperature loads of various sizes and for different media, for example:

  • Natural gas pipelines
  • Hydrogen pipelines
  • Industrial process pipelines
  • Energy and transport infrastructure

Assessments are always carried out in accordance with the project-specific applicable standards and regulatory requirements.

Our Services

  • Analysis and evaluation of inspection data (ILI, UT pigging, ultrasonic testing, 3D scans)
  • Development of a digital twin based on wall thickness and inspection findings data
  • Residual strength assessments in accordance with international standards
  • Fatigue analyses based on actual operating cycles
  • Remaining life predictions considering corrosion progression
  • Assessment in accordance with API 579 / ASME FFS-1 (Fitness-for-Service), Level III
  • Holistic condition assessment to support action planning, prioritization, and budgeting

Frequently asked questions

LOOP requires inspection data from in-line inspection (ILI, “pigging”), such as UT pigging or 3D scanning. In addition, operational data—including pressure and temperature histories, load cycles, and other relevant boundary conditions—are incorporated into the analysis.

Yes. LOOP extends conventional assessment methods by integrating all available data into a digital twin of the pipeline. This results in a more consistent, transparent, and significantly more precise evaluation.

Assessments are carried out on a project-specific basis in accordance with internationally recognized standards, such as API 579 / ASME FFS-1 (Fitness-for-Service), Level III, as well as other relevant codes, standards, and operational requirements.

 

Yes. With LOOP, changing loads, operating strategies, and corrosion rates can be modeled. This allows potential developments to be assessed at an early stage and enables proactive decision-making for operation and maintenance.

 

No. By consistently leveraging existing technical capabilities and already available inspection data, LOOP does not require any significant additional effort. At the same time, it delivers greater accuracy and improved transparency in the assessment.

Why TÜV NORD?

TÜV NORD stands for independent expertise, technical excellence, and innovative solutions in pipeline inspection, material analysis, and asset integrity assessment. With LOOP, we combine state-of-the-art data analytics and digital twin technology with in-depth engineering expertise—delivering transparent assessments, reliable predictions, and sound decisions for the integrity and lifetime of your pipeline.

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Gain greater confidence in your assessments and make cost-efficient maintenance decisions—with digital twin analysis of your pipeline.

TÜV NORD EnSys GmbH & Co. KG | LOOP

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