Micromechanics as a testbed for evaluation of artificial Intelligence methods in manufacturing

• Published in: Кибернетика и вычислительная техника
• Date: 2013
• Main Authors: Kussul, E.M., Baidyk, T.N.
• Format: Article
• Language: English
• Published: Міжнародний науково-навчальний центр інформаційних технологій і систем НАН України та МОН України 2013
• Subjects: Информационные технологии и системы
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/84482
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Micromechanics as a testbed for evaluation of artificial Intelligence methods in manufacturing / E.M. Kussul, T.N. Baidyk // Кибернетика и вычислительная техника. — 2013. — Вип. 173. — С. 47-57. — Бібліогр.: 30 назв. — англ.

The purpose is to provide a brief description of low cost microequipment prototypes and some AI methods that can be evaluated with such prototypes. Results: several neural network algorithms were proposed to improve automation systems in manufacturing processes. These algorithms were tested with spe...