The Use of Machine Learning Method in Concurrent Ecodesign of Products and Technological Processes

Ewa Dostatni; Izabela Rojek; Adam Hamrol

doi:10.1007/978-3-319-68619-6_31

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Title

The Use of Machine Learning Method in Concurrent Ecodesign of Products and Technological Processes

Authors

Ewa Dostatni (WBMiZ) ^{[ 1 ][ 2.9 ][ P ]}
Izabela Rojek
Adam Hamrol (WBMiZ) ^{[ 1 ][ 2.9 ][ P ]}

^{[ 1 ]} Katedra Zarządzania i Inżynierii Produkcji, Wydział Budowy Maszyn i Zarządzania, Politechnika Poznańska | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.9] Mechanical engineering

Year of publication

2018

Chapter type

chapter in monograph / paper

Publication language

english

Keywords

EN

decision tree
expert system
ecodesign
technological processes

Abstract

EN The article describes a new, original approach to integrated ecodesign of products and technological processes, ensuring appropriate selection of materials and connections from the point of view of recyclability. The method was implemented in an expert system. The decision tree induction method was used as the system tool. The expert system offers a practical solution which makes it possible to change a material or connection without having to consult the product designer. It is consistent with concurrent engineering (CE) design.

Date of online publication

20.10.2017

Pages (from - to)

321 - 330

DOI

10.1007/978-3-319-68619-6_31

URL

https://link.springer.com/chapter/10.1007/978-3-319-68619-6_31

Book

Advances in Manufacturing

Presented on

5th International Scientific-Technical Conference Manufacturing 2017, 24-26.10.2017, Poznań, Polska