4.7 Article

Empirical investigation of environmental characteristic of 3-D additive manufacturing process based on slice thickness and part orientation

Journal

MEASUREMENT
Volume 86, Issue -, Pages 293-300

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.measurement.2016.03.006

Keywords

Additive manufacturing (AM); Energy consumption; Environmental characteristic; Genetic-programing (GP)

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The significant amount of research has been done in improving the mechanical properties (compressive strength), dimensional accuracy (length, height and width), and build time of the components manufactured from the additive manufacturing process. In contrast to this, the research in the optimization of environmental characteristic i. e. energy consumption for the additive manufacturing processes such as selective laser sintering (SLS), and selective laser melting (SLM) needs significant attention. These processes intakes the significant portion of input laser energy for driving the laser system, heating system and other machine components. With world moving towards globalization of additive manufacturing processes, the optimization of laser energy consumption thus become a necessity from productivity and as well as an environmental perspective. Therefore, the present work performs the empirical investigation by proposing the optimization framework in modelling of laser energy consumption of the SLS process. The experimental procedure involves the computation of energy consumption by measuring the total area of sintering. The optimization framework when applied on the experimental data generates the functional expression for laser energy consumption which suggests that the slice thickness is a vital parameter in optimizing it. The implications arising from the study is discussed. (C) 2016 Elsevier Ltd. All rights reserved.

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