ENHANCING SURFACE QUALITY IN HYBRID FFF USING REAL-TIME MONITORING AND POINT CLOUD ANALYSIS

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This study presents an active surface quality enhancement methodology for Fused Filament Fabrication (FFF), leveraging a laser engraver module to address real-time surface quality issues. Typical FFF prints suffer from surface quality issues such as uneven surfaces, rough surfaces, and stringing. Traditional passive quality control methods, which mainly focus on adjusting process parameters for future print layers to mitigate anomalies, often fail to ensure consistent part quality and integrity. In contrast, the proposed active approach integrates auxiliary equipment to detect and rectify surface deviations during fabrication, improving overall process robustness. The developed system consists of a laser profilometer and a laser engraver module integrated into the FFF printer. The methodology employs a laser surface profilometer to acquire precise heightmap data, enabling the identification of surface imperfections such as the stair-step effect and material stringing. A 450nm wavelength, 5W laser engraver module is mounted on the printer’s extruder head to correct these anomalies actively. The experiments are optimized for operational parameters such as laser intensity, engraving speed, and hatching step size. To evaluate the effectiveness of the proposed system, quantitative metrics such as surface roughness and dimensional accuracy are calculated. Initial results indicate that the active methodology significantly enhances surface quality by lowering the surface roughness. This study highlights the potential of integrating active quality control mechanisms in FFF, to advance manufacturing precision and efficiency, offering a robust solution for addressing surface anomalies in additive manufacturing.

Original languageEnglish
Title of host publication45th Computers and Information in Engineering Conference (CIE)
ISBN (Electronic)9780791889206
DOIs
StatePublished - 2025
EventASME 2025 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2025 - Anaheim, United States
Duration: 17 Aug 202520 Aug 2025

Publication series

NameProceedings of the ASME Design Engineering Technical Conference
Volume2-A

Conference

ConferenceASME 2025 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2025
Country/TerritoryUnited States
CityAnaheim
Period17/08/2520/08/25

Keywords

  • Hybrid Additive Manufacturing
  • Real-time Quality Monitoring and Control
  • Smart Manufacturing
  • Surface Roughness Measurement

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