| KEYWORD |
TESI IN AZIENDA E TIROCINIO: Development of a methodology for applications of AI in the process of creation of mechanical components
Tesi esterna in azienda
Parole chiave ARTIFICIAL INTELLIGENCE, DESIGN, MECHANICAL COMPONENTS
Riferimenti CRISTIANA DELPRETE, CHIARA GASTALDI
Riferimenti esterni Di Maggio Luigi
Gruppi di ricerca 20- ISED: Industrial Systems Engineering and Design
Descrizione Artificial intelligence (AI) to date plays an increasingly crucial role in the engineering world, especially when applied to finite element analysis. This field of research and development focuses on computer systems that can solve complex problems and make decisions autonomously.
Examples of applications of AI to date may include:
Automate processes: speeding up design and reducing costs.
Optimize processes: increasing efficiency.
Perform predictive maintenance: predicting failures and improving reliability.
Conduct advanced simulations and modeling: getting fast and reliable results.
Recognize hidden patterns and relationships in data.
Assisting in design by suggesting optimal solutions respecting specific constraints.
The goal for this Thesis would be to develop a methodology for using AI in support of the design of specific components (housing and cover of a gearbox) to optimize processes and the components themselves that will be considered.
To pursue this goal the steps to be followed can be broken down into 2 steps:
Development of the automatic analytical data creation process to train AI
AI training, and final analytical verification.
For process development, Commercial software's will be preferred even if an initial screening on the open source will be appreciated.
Note Tesi e Tirocinio in Dumarey (Corso Castelfidardo)
Numero di esami ancora da sostenere: massimo 2
Scadenza validita proposta 10/06/2025
PROPONI LA TUA CANDIDATURA