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A methodology to determine the thermal diffusivity of additively manufactured jet engine blades based on laser-induced temperature field

  • Military University of Technology Warsaw
  • Universidade Federal do Rio de Janeiro

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

This paper presents a new methodology for the thermal diffusivity determination of additively manufactured jet engine blades by using active infrared thermography. The technique is combined with a dedicated procedure based on deep machine learning models. The investigated samples were fabricated from different metal alloy powders by using the Laser Engineered Net Shaping (LENS®) technique. The experimental data for model development were in the form of laser shot-induced temperature fields, obtained from an original, in-house developed test apparatus. The advantage of the proposed methodology is that it can be used for the non-destructive measurements of the additively manufactured jet engine blades, which distinguishes the presented approach from the traditional laser-flash technique or other well-established methods. The obtained experimental values of the thermal diffusivity are in good agreement with data measured using the ASTM standard test method. The presented non-destructive technique has significant implementation/commercialization potential when applied to quality control or diagnostic procedures of 3D-printed parts.

Original languageEnglish
Article number111955
JournalMeasurement: Journal of the International Measurement Confederation
Volume203
DOIs
Publication statusPublished - 15 Nov 2022

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure

Keywords

  • Jet engine blade
  • Laser engineered net shaping (LENS®)
  • Laser spot thermography
  • Machine learning
  • Predictive model
  • Thermal diffusivity

ASJC Scopus subject areas

  • Instrumentation
  • Electrical and Electronic Engineering

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