Controlled Porosity of Selective Laser Melting-Produced Thermal Pipes: Experimental Analysis and Machine Learning Approach for Pore Recognition on Pipes Surfaces

Controlled Porosity of Selective Laser Melting-Produced Thermal Pipes: Experimental Analysis and Machine Learning Approach for Pore Recognition on Pipes Surfaces

This study investigates the methods for controlling porosity in thermal pipes manufactured using selective laser melting (SLM) technology. Experiments conducted include water permeability tests and surface roughness measurements, which are complemented by SEM image ML-based analysis for pore recogni...

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Bibliographic Details
Main Authors: Ivan Malashin, Dmitry Martysyuk, Vadim Tynchenko, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Anton Nisan, Nikolay Novozhilov, Viatcheslav Zelentsov, Aleksey Filimonov, Andrey Galinovsky
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Sensors
Subjects:
porosity
selective laser melting
additive manufacturing thermal pipes
Online Access:https://www.mdpi.com/1424-8220/24/15/4959

Internet

https://www.mdpi.com/1424-8220/24/15/4959

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