Workflow and input data
How work on a pipeline digital twin is organised — the six stages of the integral method — and what input data is needed to build the digital model.
Stages of work
The general workflow of the integral method.
Data analysis
Analysis of design, as-built and operational documentation, engineering survey materials, certification records and results of previous diagnostic inspections.
Design documentation
- general data
- route plan and profile
- specifications of pipes, fittings, shut-off and control valves
As-built documentation
- working drawings
- certificates for installed pipes, fittings, shut-off and control valves
Operational documentation
- operating modes: inlet and outlet pressure
- operating modes: inlet and outlet temperature
- failure records (incidents, leaks) and repairs over the entire service period
Building the mathematical model
A spatial digital model of the pipeline is built on the results of stage one.
Infrasound field measurements
Inspection of above-ground process pipeline sections with infrasound instruments. Linear accelerations and angular velocities are recorded along three axes; the records yield the actual dynamic characteristics, loads and external effects.
Solving the set of dynamic problems
Calculation of displacements and forces across pipeline elements, dynamic loads and the stress–strain state in every cross-section.
Dynamic loads acting on the pipeline
- steady and variable components of internal pressure
- weight of the pipe and the transported product
- thermal deformations
- wind, snow and other transverse loads
- displacement of support assemblies
Causes of out-of-spec stress–strain state
- high cyclic loading of internal pressure
- actual external loads exceeding design assumptions
- construction deviations from design decisions on pipeline stability
- deviations in position and support conditions during operation
Sections with reduced stiffness
- geometry defects: transverse corrugations, longitudinal folds, dents
- weld defects
- pipe wall defects: general corrosion and erosion metal loss, cracks
Residual life calculation
Determination of the safe operating period for the structure as a whole and for its individual elements, identification of the faults that limit that period and of their causes.
The calculation accounts for
- structural parameters of the pipeline
- properties of pipe metal and welded joints governing resistance to steady and variable loads
- the dynamic stress–strain state
- defect parameters from previous inspections (where none are available, the calculation assumes the largest defect that diagnostic inspection would not detect)
Ranking elements by safe operating period
- continued operation at design modes carries unacceptable risk — the fault is remedied as soon as possible
- the safe operating period is shorter than the interval to the next inspection minus repair time — the work enters the plan
- the safe operating period exceeds the interval to the next inspection — no repair is required before it
Recommended compensating measures
- elimination of pipe defects
- correction of faults in fixing and support
- correction of faults in corrosion protection
- engineering protection of the pipeline
- a combination of the above
Recommendations
Recommendations on the timing and methods of eliminating defects and damage, on engineering protection and safe operation, plus input for repair and inspection plans.
Input data for the digital model
The information the pipeline digital model is assembled from. Missing items do not block the work: gaps are covered by engineering margins, at the cost of calculation accuracy.
General information
- Pipeline purpose and laying method
- Transported product
- Physical and chemical properties of the transported product
- Operating status
- Soil conditions
- geological survey data: soil type, composition and properties
- engineering survey data: soil stability, bearing capacity
- Laying method and route sections
- For buried pipelines — depth of burial
Operating conditions and pipeline parameters
- Pipeline throughput
- expected flow characteristics and operating inlet and outlet pressures
- daily throughput and pressure variation for normal, maximum and minimum modes
- Temperature conditions
- maximum and minimum ambient temperature for the region
- temperature range of the transported medium
- Geometry
- total pipeline length
- length of individual sections
- Dimensions
- nominal diameter
- wall thickness
- Materials
- steel grade (per design documentation)
- coating type
- Bend radii
- minimum bend radius
Design documentation
- Process and instrumentation diagrams (P&ID)
- detailed process and equipment diagrams
- all components: gate valves, valves, sensors, control systems
- Pipeline sections
- section dimensions: length, diameter
- wall thickness specifications
- weight of pipe sections
- Shut-off valves
- presence
- type and characteristics
- bend dimensions and angles
- bend material
- Support structures
- location, spacing between supports, support height
- support material: steel, concrete
- planned elevation
- depth of burial
- Foundation and base
- foundation type and depth
- assessment of bearing capacity and stability
- Climate and weather
- historical weather data for the route
- assessment of extreme events: floods, freezing
As-built and operational documentation
- Layout diagrams of pipeline sections
- detailed section arrangement drawings
- Certificates and standards
- conformity certificates for materials and components
- construction standards applied (ASME, API)
- Welding logs
- welding standard applied
- availability of welding logs
- welding procedure and welder qualification records
- weld inspection and certification records
- Construction quality control reports
- quality control results during construction
- non-destructive testing (NDT) results
- Commissioning tests
- tightness and hydraulic tests
- acceptance criteria documentation
- issues found and how they were resolved
- Commissioning date
- year of commissioning
- records of measures taken before commissioning
Ready to discuss a pilot?
The input-data list is a starting point for the conversation, not a hard requirement. Show us what you have and we will assess the accuracy achievable.