Прогнозування якості технологічних процесів методами штучних нейронних мереж

• Date: 2025
• Main Authors: Fedin, Serhii, Romaniuk, Oksana, Trishch, Roman
• Format: Article
• Language: English
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2025
• Subjects: деталі; машинне навчання; нейронна мережа; прогнозування; технологічний процес; точність; якість
• Online Access: https://journal.iasa.kpi.ua/article/view/343080
• Journal Title: System research and information technologies

A set of models of feed-forward neural networks has been created to obtain operational forecasts of the quality of mechanical engineering processes. It is established that the use of the Back Propagation of Error machine learning algorithm allows for obtaining forecasted estimates for the controlled...