Part Selection for Freeform Injection Molding: Framework for Development of a Unique Methodology

Elham Sharifi*, Atanu Chaudhuri, Brian Vejrum Wæhrens, Lasse G. Staal, Saeed D. Farahani

*Kontaktforfatter for dette arbejde

Publikation: Kapitel i bog/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Abstrakt

The purpose of this study is to provide an overview of a methodology, which will enable industrial end-users to identify potential components to be manufactured by Freeform Injection Molding (FIM). The difference between the technical and economic criteria needed for part selection for Additive Manufacturing (AM) and FIM will be discussed, which will lead us towards proposing a new methodology for part selection for FIM. Our proposed approach starts by identifying the most similar components (from end-user part libraries) to some reference parts, which can be produced by FIM. Identification will be followed by cluster analysis based on important factors for FIM part selection. As there are some interdependency between the factors involved in the clusters, some decision rules using Fuzzy Interference System (FIS) will be applied to rank the parts within each cluster using user-defined technical and economic criteria. Once the first set of potential FIMable parts have been identified, Design of Experiment (DOE) will be conducted to investigate which factors are most important and how they interact with each other to generate the desirable quality of the FIM parts. The DOE results will be validated in order to finetune the ranges of the parameters, which gives the best results. Finally, a predictive model will be developed based on the optimum feasible range of FIM parameters. This will help the end-users to analytically find the new FIMable parts without repeating the algorithm for the new parts.

OriginalsprogEngelsk
TitelAdvances in Production Management Systems. Towards Smart and Digital Manufacturing - : FIP WG 5.7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 – September 3, 2020, Proceedings, Part II
RedaktørerBojan Lalic, Vidosav Majstorovic, Ugljesa Marjanovic, Gregor von Cieminski, David Romero
ForlagSpringer
Publikationsdato2020
Sider723-730
ISBN (Trykt)9783030579968
ISBN (Elektronisk)978-3-030-57997-5
DOI
StatusUdgivet - 2020
BegivenhedIFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2020 - Novi Sad, Serbien
Varighed: 30. aug. 20203. sep. 2020

Konference

KonferenceIFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2020
LandSerbien
ByNovi Sad
Periode30/08/202003/09/2020
NavnI F I P Advances in Information and Communication Technology
Vol/bind592 IFIP
ISSN1868-4238

Fingeraftryk Dyk ned i forskningsemnerne om 'Part Selection for Freeform Injection Molding: Framework for Development of a Unique Methodology'. Sammen danner de et unikt fingeraftryk.

Citationsformater