polito.it
Politecnico di Torino (logo)

Artificial Intelligence for Smart Manufacturing

Pawel Chwalewski

Artificial Intelligence for Smart Manufacturing.

Rel. Manuela De Maddis, Giulia Bruno. Politecnico di Torino, Corso di laurea magistrale in Automotive Engineering (Ingegneria Dell'Autoveicolo), 2021

[img]
Preview
PDF (Tesi_di_laurea) - Tesi
Licenza: Creative Commons Attribution Non-commercial No Derivatives.

Download (2MB) | Preview
Abstract:

The purpose of this work is to give understanding of the application of image processing using machine learning concept: how innovation in form of AI can drive modern manufacturing company or industry sector. Work is demonstrated by a case study related to resistance spot welding process and results in the benefits related to production optimization and assessment in preliminary quality control stage. Experimental part of the thesis provides example of solution how various python libraries can be used in the similar projects. Final results illustrates graphs of electrode behavior in form of change of diameter, area and distances from the center of electrode, which gives interesting conclusion being compared to previously described theoretical data

Relatori: Manuela De Maddis, Giulia Bruno
Anno accademico: 2021/22
Tipo di pubblicazione: Elettronica
Numero di pagine: 57
Soggetti:
Corso di laurea: Corso di laurea magistrale in Automotive Engineering (Ingegneria Dell'Autoveicolo)
Classe di laurea: Nuovo ordinamento > Laurea magistrale > LM-33 - INGEGNERIA MECCANICA
Aziende collaboratrici: NON SPECIFICATO
URI: http://webthesis.biblio.polito.it/id/eprint/20766
Modifica (riservato agli operatori) Modifica (riservato agli operatori)