Multi-objective optimisation of Resin Infusion

Files

Exhaustive_analysis.xlsx (1.11 MB)
Regions_analysis.xlsx (435.76 KB)
Optimisation_results.xlsx (268.25 KB)

Date published

2019-01-14 16:52

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Authors

Struzziero, Giacomo
Skordos, Alex

Supervisor/s

Journal Title

Journal ISSN

Volume Title

Publisher

Cranfield University

Department

Type

Dataset

ISSN

Format

URI

https://dspace.lib.cranfield.ac.uk/handle/1826/22045
 https://doi.org/10.17862/cranfield.rd.5505376

Citation

Struzziero, Giacomo; Skordos, Alex (2019). Multi-objective optimisation of Resin Infusion. Cranfield Online Research Data (CORD). Dataset. https://doi.org/10.17862/cranfield.rd.5505376

Abstract

  • Exhaustive_analysis.xlsx:
    • ‘Exhaustive’ sheet: All the data gathered during the exhaustive search are reported. Column 1 to 8 report respectively the temperature of first and second dwell, duration of first dwell and ramp, convection coefficient, gatelocati on, filling time and maximum degree of cure.
    • ‘Gate-T1’ sheet: Reports the data to plot the 3D landscape
    • ‘T1-T2’ sheet: Reports the data to plot the 3D landscape
  • Optimisation results.xlsx
    • ‘Results’ sheet: Reports the 13 generations the GA requires to converge to a final optimal Pareto front. Column 1 to 9 report respectively the generation number, temperature of first and second dwell, duration of first dwell and ramp, gate location, convection coefficient, filling time and maximum degree of cure.
    • ‘Details of individuals’ sheet: Reports the detailed analysis f the different strategies of solutions belonging to different region of the Pareto.
  • Regions_analysis.xlsx
    • ‘Horizontal_flow_front_data’ sheet: Reports the compact data for the Temperature, viscosity and degree of cure evolution for an horizontal region solution
    • ‘Viscosity_horizontal_region’ sheet: Reports the viscosity evolution for different nodes in the model for an horizontal region solution
    • ‘Degree cure_horizontal_region’ sheet: Reports the degree of cure envelope for an horizontal solution
    • ‘Temperature_horizontal region’ sheet: Reports the temperature evolution for different nodes in the model for an horizontal region solution
    • ‘Model_verification’ sheet: reports the analytical viscosity model implementation
    • ‘Vertical_flow front_data’ sheet: Reports the compact data for the Temperature, viscosity and degree of cure evolution for a vertical region solution
    • ‘Degree_cure_vertical_region’ sheet: Reports the degree of cure envelope for a vertical solution region
    • ‘Temperature_vertical_region’ sheet: Reports the temperature evolution for different nodes in the model for a vertical region solution
    • ‘Viscosity_vertical_region’ sheet: Reports the viscosity evolution for different nodes in the model for a vertical region solution
    • ‘Standard_flow_front_data’ sheet: Reports the compact data for the Temperature, viscosity and degree of cure evolution for the standard solution
    • ‘Deg_cure_standard’ sheet: Reports the degree of cure envelope for the standard solution
    • 'Temperature_data_standard’ sheet: Reports the temperature evolution for different nodes in the model for the standard solution
    • ‘Viscosity_standard’ sheet: Reports the viscosity evolution for different nodes in the model for the standard solution
    • ‘Plots’ sheet: plots summary

Description

Software Description

Software Language

Github

Keywords

'Resin infusion', 'optimisation', 'process simulation', 'composites', 'Composite and Hybrid Materials'

DOI

10.17862/cranfield.rd.5505376

Rights

CC BY 4.0
https://creativecommons.org/licenses/by/4.0/

Relationships

Relationships

Resources

Funder/s

EPSRC-EP/K031430/1; EC-FP7-233926

Collections

Manufacturing and Materials