Numerical Analysis of Sagging Based on Rheological Properties of a Paint Film and Proposal for a Novel Index to Evaluate the Amount of Sag

Yoshinobu Takahashi*, Genichiro Tanaka, Fangshou Chang, Fumihiro Kato, Hiroyasu Iwata

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

In the present study, we used computational fluid dynamics to analyze the sag caused by spray painting, considering the change in paint shape due to flow. We focused on the paint adhering to the target surface because this behavior has not been previously examined. The particle method was adopted for the calculation because it enabled a stable analysis of the paint droplets and the complex uneven surface of the paint film. A high-speed camera and image analysis were used to capture the spray painting and identify the parameter values. Using the developed model, we analyzed the change in the film thickness distribution for painting on a flat plate in the vertical direction. It was confirmed that the numerical and experimental data correlated for two conditions of the target distance. In addition, we proposed a new index, Degree of Sagging (DSG), to evaluate the amount of sag based on the physical properties of the paint rheology and the geometry of the target. In the painting tests on flat plates with different angles, a strong positive correlation of 0.95 was observed between the sum of the calculated DSG values and the measured paint flow distance due to sag. In the painting tests on L-shaped surfaces, the predicted sag appearance by DSG agreed with the measured results at 14 of the 15 measurement points under all conditions. Overall, a computational model was developed for field implementation that could predict painting thickness distribution and sag occurrence.

Original languageEnglish
Pages (from-to)2237-2250
Number of pages14
JournalIEEE Transactions on Automation Science and Engineering
Volume21
Issue number3
DOIs
Publication statusPublished - 2024

Keywords

  • Computational fluid dynamics
  • function-based model
  • modeling
  • off-line programming
  • paint thickness
  • particle method
  • rheology
  • sagging
  • spray painting

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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