Modification of Casting Production Parameters in Order to Obtain Products with the Assumed Parameters with Using Machine Learning

Abstract

A study was carried out on the possibility of using artificial intelligence in the modification of the casting production process. Proposed solution shows the model for our data and how the changes may affect the cost of metal casting. These activities are the subject of the research described in this article. In the proposed solution, the cost function was added to the prediction model developed and presented by Hazela et al. (J Nanomater, 2022). The data obtained as a result of the model operation were verified using a computer simulation and a physical experiment.