Casting Process Improvement by the Application of Artificial Intelligence

Autor: Nedeljko Dučić, Srećko Manasijević, Aleksandar Jovičić, Žarko Ćojbašić, Radomir Radiša
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Applied Sciences, Vol 12, Iss 7, p 3264 (2022)
Druh dokumentu: article
ISSN: 2076-3417
DOI: 10.3390/app12073264
Popis: On the way to building smart factories as the vision of Industry 4.0, the casting process stands out as a specific manufacturing process due to its diversity and complexity. One of the segments of smart foundry design is the application of artificial intelligence in the improvement of the casting process. This paper presents an overview of the conducted research studies, which deal with the application of artificial intelligence in the improvement of the casting process. In the review, 37 studies were analyzed over the last 15 years, with a clear indication of the type of casting process, the field of application of artificial intelligence techniques, and the benefits that artificial intelligence brought. The goals of this paper are to bring to attention the great possibilities of the application of artificial intelligence for the improvement of manufacturing processes in foundries, and to encourage new ideas among researchers and engineers.
Databáze: Directory of Open Access Journals