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Journal ArticleDOI

Influence of scan strategy and process parameters on microstructure and its optimization in additively manufactured nickel alloy 625 via laser powder bed fusion

TLDR
In this paper, the effects of process parameters including laser power, scan velocity, hatch distance, and scan strategy that produce various solidification cooling rates and thermal gradients during the process, which also contribute to the resultant microstructure, have been analyzed.
Abstract
Laser powder bed fusion (L-PBF) as an additive manufacturing process produces nearly fully dense nickel alloy 625 (IN625) parts with complex features. L-PBF generates surfaces and microstructure through directional solidification that can be controlled by scan strategies and selection of process parameters. This study provides experimental investigations on microstructure formation including sizes of cellular grains and growth directions of columnar grains on the nickel alloy 625 test coupons. The effects of process parameters including laser power, scan velocity, hatch distance, and scan strategy that produce various solidification cooling rates and thermal gradients during the process, which also contribute to resultant microstructure, have been analyzed. Optimization studies are conducted on several objectives to improve the productivity while controlling the process effects on the resultant microstructure using response surface regression, desirability functions, and multi-objective genetic algorithm optimization.

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Citations
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Journal ArticleDOI

Process defects and in situ monitoring methods in metal powder bed fusion: a review

TL;DR: In this paper, a review of the literature and the commercial tools for insitu monitoring of powder bed fusion (PBF) processes is presented, focusing on the development of automated defect detection rules and the study of process control strategies.
Journal ArticleDOI

Laser powder bed fusion of nickel alloy 625: Experimental investigations of effects of process parameters on melt pool size and shape with spatter analysis

TL;DR: In this article, the effects of process parameters and scan strategy on the relative density, melt pool size and shape were investigated for powder material nickel-based alloy 625, which is one of the choice of metal materials for fabricating components in jet engines and gas turbines due to its high strength at elevated temperatures.
Journal ArticleDOI

Scanning strategy in selective laser melting (SLM): a review

TL;DR: In this article, the scanning strategy plays an important role in the microstructures, mechanical properties, and residual stresses of 3D printed parts and some suggestions on the optimization of scanning strategy for better performance are provided based on the above analysis.
Journal ArticleDOI

Surface finish control of additively-manufactured Inconel 625 components using combined chemical-abrasive flow polishing

TL;DR: In this paper, an innovative finishing technique combining chemical and abrasive flow polishing of interior surfaces of tubular IN625 components designed for the aerospace industry was designed and validated, and the synergistic effect stemming from a combined use of the chemical-abrasive flows was investigated by studying: a) the flow of abrasive particles suspended in water, b) a flow of a chemical solution without abrasives, and c) the surface roughness and texture.
Journal ArticleDOI

Powder bed fusion process in additive manufacturing: An overview

TL;DR: A comprehensive overview on powder bed fusion process is presented in this article, where other popular techniques like selective laser melting (SLM), selective laser sintering (SLS), and electron beam melting (EBM) are also reviewed.
References
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Book

Multi-Objective Optimization Using Evolutionary Algorithms

TL;DR: This text provides an excellent introduction to the use of evolutionary algorithms in multi-objective optimization, allowing use as a graduate course text or for self-study.
Book

An Introduction to Genetic Algorithms

TL;DR: An Introduction to Genetic Algorithms focuses in depth on a small set of important and interesting topics -- particularly in machine learning, scientific modeling, and artificial life -- and reviews a broad span of research, including the work of Mitchell and her colleagues.
Journal ArticleDOI

An Introduction to Genetic Algorithms.

TL;DR: An Introduction to Genetic Algorithms as discussed by the authors is one of the rare examples of a book in which every single page is worth reading, and the author, Melanie Mitchell, manages to describe in depth many fascinating examples as well as important theoretical issues.
Journal ArticleDOI

Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones

TL;DR: In this paper, the effect of the recoil pressure and Marangoni convection in laser powder bed fusion (L-PBF) of 316L stainless steel was demonstrated. And the results were validated against the experiments and the sensitivity to laser absorptivity was discussed.
Journal ArticleDOI

Residual stresses in selective laser sintering and selective laser melting

TL;DR: In this paper, a simple theoretical model is developed to predict residual stress distributions in selective laser sintering (SLS) and selective laser melting (SLM), aiming at a better understanding of this phenomenon.
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