Prediction of quality characteristics of laser drilled holes using artificial intelligence techniques

S Chatterjee, SS Mahapatra, V Bharadwaj… - Engineering with …, 2021 - Springer
Micro-drilling using lasers finds widespread industrial applications in aerospace,
automobile, and bio-medical sectors for obtaining holes of precise geometric quality with …

Drilling of micro-holes on titanium alloy using pulsed Nd: YAG laser: parametric appraisal and prediction of performance characteristics

S Chatterjee, SS Mahapatra… - Proceedings of the …, 2019 - journals.sagepub.com
Laser drilling is a preferable method in drilling micro and slender holes because of its non-
physical contact between the tool and the workpiece leading to elimination of the problems …

Quality evaluation of micro drilled hole using pulsed Nd: YAG laser: a case study on AISI 316

S Chatterjee, SS Mahapatra, V Bharadwaj… - Lasers in Manufacturing …, 2018 - Springer
Laser drilling is increasingly becoming a suitable choice for performing micro-drilling on
advanced engineering and bio-compatible materials. In laser drilling operation, two types of …

Modeling and prediction of surface roughness at the drilling of SLM-Ti6Al4V parts manufactured with pre-hole with optimized ANN and ANFIS

H Dedeakayoğulları, A Kaçal, K Keser - Measurement, 2022 - Elsevier
In this study, modeling of the surface roughness (Ra) with artificial neural networks (ANN) in
drilling the desired diameter of Ti6Al4V alloy produced by Selective Laser Melting (SLM) …

Optimisation of effective factors in geometrical specifications of laser percussion drilled holes

M Ghoreishi, OB Nakhjavani - Journal of materials processing Technology, 2008 - Elsevier
Nowadays, laser percussion drilling is finding increasingly widespread application in
industry. Precise modeling has not yet been achieved due to the complexity of this process …

Quality improvement by parameter optimization in laser trepan drilling of superalloy sheet

R Goyal, AK Dubey - Materials and manufacturing processes, 2014 - Taylor & Francis
Drilling of small-diameter holes meeting stringent quality standards in superalloys such as
Inconel718 (having widespread applications in aeroengine component manufacturing) has …

Process parameter prediction and modeling of laser percussion drilling by artificial neural networks

CS Wang, YH Hsiao, HY Chang, YJ Chang - Micromachines, 2022 - mdpi.com
Finding process parameters for laser-drilled blind holes often relies on an engineer's
experience and the trial-and-error method. However, determining such parameters should …

Prediction of laser drilled hole geometries from linear cutting operation by way of artificial neural networks

G Baiocco, S Genna, C Leone… - The International Journal of …, 2021 - Springer
This paper deals on artificial intelligence (AI) application for the estimation of kerf geometry
and hole diameters for laser micro-cutting and laser micro-drilling operations. To this aim …

A statistical approach to determine process parameter impact in Nd: YAG laser drilling of IN718 and Ti-6Al-4V sheets

S Bandyopadhyay, H Gokhale, JKS Sundar… - Optics and Lasers in …, 2005 - Elsevier
The numerous unique advantages afforded by pulsed Nd: YAG laser systems have led to
their increasing utility for producing high aspect ratio holes in a wide range of materials …

Artificial neural network modelling of Nd: YAG laser microdrilling on titanium nitride—alumina composite

R Biswas, AS Kuar, SK Biswas… - Proceedings of the …, 2010 - journals.sagepub.com
Selection of machining parameter combinations for obtaining optimum circularity at entry
and exit and hole taper is a challenging task in laser microdrilling owing to the presence of a …