DEVELOPMENT OF AN ARTIFICIAL NEURAL NETWORK FOR INFORMATION AND MEASUREMENT SYSTEM FOR CONTROLLING THE GEOMETRIC DIMENSIONS OF POWER EQUIPMENT

• Date: 2025
• Author Affiliations: Janusz Kacprzyk; Artur Zaporozhets; Denys Kataiev
• Keywords: keywords
• 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: штучна нейронна мережа; зворотне поширення помилки; компенсація похибок; інформаційно-вимірювальна система; координатно-вимірювальна рука; геометричні параметри; моделювання.
• 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...