Object-Oriented Intelligent System for Neural Network Detection of Sugar Crystallization Zones
Вантажиться...
Дата
2024
Назва журналу
Номер ISSN
Назва тому
Видавець
Анотація
A method for detecting sugar crystallization zones in production has been developed to optimize processes and automate problem detection. It uses a trained neural network and image analysis to classify and explain crystallization zones. The system's object-oriented architecture includes four subsystems and a database, with detailed functions and roles described. The design comprises nine classes, outlining the functional purpose and software components for neural network-based image multi-classification. Key implementation features of the intelligent system are also highlighted.
Опис
Ключові слова
Бібліографічний опис
Mazurets O. V., Klimenko V. I., Molchanova M. O., Sultanov A. V. Object-Oriented Intelligent System for Neural Network Detection of Sugar Crystallization Zones. Global Science: Prospects and Innovations. Proceedings of the 10th International scientific and practical conference. Cognum Publishing House. Liverpool, United Kingdom. 2024. Pp. 198-207.