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International Journal of Thermal Sciences
journal homepage: www.elsevier.com/locate/ijts
Inverse analysis for the identification of temporal and spatial characteristics
of a short super-Gaussian laser pulse interacting with a solid plate
Karol Pietrak
a,*
, Piotr Łapka
a
, Małgorzata Kujawińska
b
a
Institute of Heat Engineering, Warsaw University of Technology, 21/25 Nowowiejska St, 00-665, Warsaw, Poland
b
Institute of Micromechanics and Photonics, Warsaw University of Technology, 8 Sw. A. Boboli St, 02-525, Warsaw, Poland
ARTICLE INFO
Keywords:
Inverse method
Transient thermal problem
Numerical method
Laser beam
Laser-solid matter interactions
ABSTRACT
In this paper, the results of numerical experiments verifying a novel setup for laser beam profiling are presented.
The experimental setup is based on infrared thermography and includes laser beam illuminating a thin metal
plate. The method allows to determine four parameters of the short high-power laser pulse, namely the Super-
Gaussian profile coefficient, laser power, pulse start time and duration. The unknown parameters are retrieved
based on temporal and spatial temperature distributions at the rear side of the illuminated plate. The applied
inverse method is based on Levenberg-Marquardt technique and is implemented in the GNU Octave environ-
ment. Solutions of the forward problem are obtained numerically, with the aid of three-dimensional transient
heat transfer model implemented in the commercial software ANSYS Fluent. The paper presents the results of the
sensitivity analysis as well as calibration and verification of the developed inverse algorithm through application
of numerically-generated simulated (artificial) experimental data instead of the physical one. Strengths and
weaknesses of the applied approach are widely discussed.
1. Introduction
Laser beams of high-energy are encountered in material processing
[1] and characterization [2], electro-optical systems [3] and weapon
technology [4] among other engineering applications. Many aspects of
such laser beam interactions with matter are well-described in the work
of von Allmen [5]. The presented study focuses on the identification of
transient and spatial characteristics of a high-power super-Gaussian
laser pulse interacting with a solid specimen.
In the case of a high-power beam formed in an optical system, the
component elements of this system undergo heating during laser op-
eration and their optical surfaces may deform changing the beam pro-
file from the desired Gaussian one to super-Gaussian or even more
complex form. It means that it is required to check the profile of a
working laser beam. In the industry today, typical laser beam profilers
include scanning aperture profilers using slits, knife-edges, or pinholes
that utilize single large area detectors, or camera-based profilers using
CCD's or photodiode arrays. The high sensitivity of camera profilers
require the laser light to be reduced in intensity by many orders of
magnitude using beam sampling or optical attenuation [6]. Recently a
new profiling technique that uses Rayleigh scatter from the beam
overcomes the power obstacle and allows measurement and monitoring
of the beam caustic and determination of M
2
parameters of laser beams
with power from 1kW to 100kW [7]. In many applications where the
Gaussian profile is desired, M
2
describes the relative characteristics of
the beam and is determined by making multiple measurements of the
beam width. However, this instrumentation is very expensive and re-
quires great care in its usage during signalizing possible changes of a
beam parameters.
Recently the new approach to this problem was proposed by
Kujawińska et al. [8] which is very simple and therefore may be easily
applied in the industrial or field conditions with a relatively low cost
compared to the other methods. This method assumes that the char-
acteristics of the laser pulse may be found based on temperature dis-
tributions recorded with high-speed infrared camera at the rear surface
of the heated aluminum plate. The rear surface was selected for col-
lecting the data in order to mitigate the risk of damaging the camera
sensors by high-power laser beam which might be reflected from the
front surface of the sample. Additional refining of estimated parameter
values based on maps of displacements acquired with the aid of Digital
Image Correlation (DIC) method [9] is also planned. The DIC method
allows to track sample deformation resulting from thermal stresses in-
duced by significant sample heating by the laser pulse [8]. Never-
theless, the current paper is focused only on the details of the thermal
part of the introduced problem. It means that the measurement of
displacements is not included in the considered inverse method at this
https://doi.org/10.1016/j.ijthermalsci.2018.08.040
Received 3 April 2018; Received in revised form 29 June 2018; Accepted 23 August 2018
*
Corresponding author.
E-mail address: karol.pietrak@itc.pw.edu.pl (K. Pietrak).
International Journal of Thermal Sciences 134 (2018) 585–593
Available online 31 August 2018
1290-0729/ © 2018 Elsevier Masson SAS. All rights reserved.
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