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engineering asset digital model(s) for life cycle analysis

Project description

Introduction

Digital models for engineering assets. The objective of digital models is to utilize a single source of ascii inputs (single source of truth) to generate equivalent analytical models to encompass lifecycle operations of a product.

These operations include (and not limited to) the following:

  • Analytical calculations
  • Computational analysis
  • Compuational 3D animations

Summary

  • High level vision proposed:

Usage

A quick way to running code is: - Create a virtual environment: - Use conda yaml file to create a new environment - (or) by installing digitalmodel package in an environment

  • Run the following batch files
    • Download this digitalmodel repository
    • activate environment
    • Change command line to "digitalmodel" (outside not in src) folder
      • Run the following python files in tests:
        • python src\digitalmodel\tests\ {change_to_relevant}.py
        • i.e. for catenary riser, python src\digitalmodel\tests\test_catenary_riser.py
      • (or) Run the following batch files in tests:
        • python src\digitalmodel\tests\ {change_to_relevant}.bat
        • i.e. for catenary riser, python src\digitalmodel\tests\test_catenary_riser.bat

Assets

SALM

SALM (Single Anchor Line Mooring)

Relevant files:

  • python src\digitalmodel\tests\test_fea_model_salm_buoy_01.py
  • python src\digitalmodel\tests\test_fea_model_salm_buoy_02.py

Ships or vessels

Light Service Vessels Intervention vessels

Risers

Catenary Risers (SCR, SLWR)

SCR - Simple Catenary Riser SLWR - Simple Lazy Wave Riser

Relevant files:

  • python src\digitalmodel\tests\test_catenary_riser.py
  • python src\digitalmodel\tests\test_catenary_riser.bat

Pipelines

Flexibles or Umbilicals

Umbilicals

Rigid Jumpers

Example Software Runs

OrcaFlex

Relevant files:

  • python src\digitalmodel\tests\test_orcaflex_analysis.py

Calculations

Time Series

Statics

  • Fast Fourier Transform analysis as follows:
    • FFT
    • iFFT
    • Peak energy frequency
    • Perform signal integration

References

Manufacturing/Fabrication

ProdSim python packages ProdSim Background: An Open-source Python Package for Generating High-resolution Synthetic Manufacturing Data on Product, Machine and Shop-Floor Levels

Project details


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