Registration Number
0224U002032,
(0121U110827)
, R & D reports
Title
Development of elements of artificial intelligence in problems of mathematical forecasting, robotics and additive technologies
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Проведення тестових розрахунків при вирішенні модельних задач. Експериментальна перевірка модельних рішень Верифікація платформи за допомогою фундаментальної моделі процесу методом скінченних об’ємів. Поетапна імплементація суб-систем аналізу інформаційних даних та керуючих алгоритмів основних систем контролю. Експериментальна валідація платформи штучного інтелекту для аналізу, контролю та прогнозування виробничих процесів на промисловому обладнанні для адитивних технологій.
Head
Dovhyi Stanislav O., д.ф.-м.н.
Registration Date
04-02-2024
Organization
Institute of telecommunications and global information space of National Academy of Sciences of Ukraine
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The aim of the work is to create a platform, based on artificial intelligence, for analysis, control and forecasting of production processes using additive technologies and robotics.
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Computational artificial intelligence based on neural networks is applied to improve the ability to detect defects in 3D printing and reduce the probability of defective products. Multi-task training of one neural network to perform several related tasks was used. These methods were applied in the intelligent defect identification system based on neural network technologies. Productivity and a high probability of detecting technological violations were increased, which contributed to the effective neutralization of 3D printing problems with selective laser melting.
Elements of artificial intelligence have been introduced into industrial robotics. Artificial intelligence has enabled industrial robots to work more intelligently and efficiently. As technology continues to evolve, the synergy between artificial intelligence and industrial robotics will drive further innovation, pushing industries into a new era of automation and intelligent manufacturing.
Product Description
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Yehorov Viktor B.
Larysa S. Globa
Zhytnytskiy Borys V.
Zasenko Oleksii Yu.
Oleg V. Kopiyka
Makarov Wolodymyr L.
Pichkur Volodymyr V.
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2024-02-04
