Assessment of the Applicability and Steps of Implementing the Six Sigma Method in the Quality Management System of Additive Manufacturing

Despite the widespread introduction of 3D printing in machine-building industries within the framework of Industry 4.0, the quality of manufactured products currently requires regulation and improvement. To reduce the volume of defects and increase the fault tolerance of the product, improve the condition of the workplace, work convenience, accounting for finished products and other important factors of the high-quality production cycle, there are a sufficient number of methods and practices used in many fields (automotive, mechanical engineering, energy, etc.). One of these methods is DMAIC, which involves the introduction of the 6 sigma method into the technological sphere of additive manufacturing product quality management in order to improve its quality at these enterprises. The “define-measure-analyze-improve-control” cycle is used by the author in the context of this study to analyze the possible optimization of production procedures at additive manufacturing enterprises by selective laser melting (SLM). The analysis of production practices and suggestions for improving the quality of manufactured products, based on the DMAIC, method, will improve the current additive manufacturing processes at large technological enterprises and will be able to positively affect the quality characteristics of products. With the help of a technological approach based on the DFSS cycle, through the application of each step sequentially, an effective change in the positive side of quality as the production process itself is possible: the manufacturing accuracy increases at each stage, the process is modernized with each new cycle, based on previous results; as well as finished products: the number of defects decreases, the mechanical characteristics of products improve.

Authors

Institutions

Publication Details

Journal
RUDN Journal of Engineering Researches
Published
2024-12-15
DOI
https://doi.org/10.22363/2312-8143-2024-25-3-296-307
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessment of the Applicability and Steps of Implementing the Six Sigma Method in the Quality Management System of Additive Manufacturing

A. P. Adylina, T. A. Levina, Ivan S. Kushnir
RUDN Journal of Engineering Researches
Manufacturing Process and Optimization
article

Assessment of the Applicability and Steps of Implementing the Six Sigma Method in the Quality Management System of Additive Manufacturing

A. P. Adylina, T. A. Levina, Ivan S. Kushnir
article en

Abstract

Despite the widespread introduction of 3D printing in machine-building industries within the framework of Industry 4.0, the quality of manufactured products currently requires regulation and improvement. To reduce the volume of defects and increase the fault tolerance of the product, improve the condition of the workplace, work convenience, accounting for finished products and other important factors of the high-quality production cycle, there are a sufficient number of methods and practices used in many fields (automotive, mechanical engineering, energy, etc.). One of these methods is DMAIC, which involves the introduction of the 6 sigma method into the technological sphere of additive manufacturing product quality management in order to improve its quality at these enterprises. The “define-measure-analyze-improve-control” cycle is used by the author in the context of this study to analyze the possible optimization of production procedures at additive manufacturing enterprises by selective laser melting (SLM). The analysis of production practices and suggestions for improving the quality of manufactured products, based on the DMAIC, method, will improve the current additive manufacturing processes at large technological enterprises and will be able to positively affect the quality characteristics of products. With the help of a technological approach based on the DFSS cycle, through the application of each step sequentially, an effective change in the positive side of quality as the production process itself is possible: the manufacturing accuracy increases at each stage, the process is modernized with each new cycle, based on previous results; as well as finished products: the number of defects decreases, the mechanical characteristics of products improve.

RUDN Journal of Engineering ResearchesVol. 25(3)
Moscow Polytechnic University (RU)
Openalex Percentile: Top 54%
Manufacturing Process and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.