Розробка штучної нейронної мережі для інформаційно-вимірювальної системи контролю геометричних розмірів енергетичного обладнання

• Date: 2025
• Main Authors: Kacprzyk, Janusz, Zaporozhets, Artur, Kataiev, Denys
• Format: Article
• Language: English
• Published: General Energy Institute of the National Academy of Sciences of Ukraine 2025
• Subjects: artificial neural network; error back propagation; error compensation; information and measurement system; coordinate measuring arm; geometric parameters; modeling.
• Online Access: https://systemre.org/index.php/journal/article/view/887
• Journal Title: System Research in Energy

The paper deals with the development of an artificial neural network for compensating for nonkinematic errors of an information and measurement system (IMS) based on a coordinate measuring arm (CMA). After compensating for kinematic errors using a mathematical model, the proposed back-propagation ne...