Поиск по каталогу |
(строгое соответствие)
|
- Профессиональная
- Научно-популярная
- Художественная
- Публицистика
- Детская
- Искусство
- Хобби, семья, дом
- Спорт
- Путеводители
- Блокноты, тетради, открытки
The Proceeding of the 1st International Conference. On Artificial Intelligence and its Applications (AIAP2018)
В наличии
Местонахождение: Алматы | Состояние экземпляра: новый |
Бумажная
версия
версия
Автор: Brahim Lejdel
ISBN: 9786203195316
Год издания: 1905
Формат книги: 60×90/16 (145×215 мм)
Количество страниц: 456
Издательство: LAP LAMBERT Academic Publishing
Цена: 55182 тг
Положить в корзину
Позиции в рубрикаторе
Отрасли знаний:Код товара: 712973
Способы доставки в город Алматы * комплектация (срок до отгрузки) не более 2 рабочих дней |
Самовывоз из города Алматы (пункты самовывоза партнёра CDEK) |
Курьерская доставка CDEK из города Москва |
Доставка Почтой России из города Москва |
Аннотация: The aim of this study is to apply artificialintelligence to predict performance of inorganic inhibitors. Theseinhibitors are used to inhibit the localized corrosion of carbonsteel in secondary cooling circuit of a nuclear facility. Theperformance of inhibitors has been evaluated by the pittingpotential (Epit) which was obtained through potentiodynamicpolarization. The relationship between Epit and factorsinfluencing pitting corrosion is very complex. Therefore, DeepNetwork using Auto-Encoders DN-AE was used to predict pittingpotential Epit. Various parameters of DN-AE are optimized todetermine optimal parameters and to obtain the best accuracy.The correlation coefficient (R) is used as evaluation statisticcriteria to determine the performance of DN-AE. Allexperimental results obtained from electrochemical experimentare collected in a table to use in the prediction work.The results obtained after optimization of the parameters ofDN-AE showed the ability of DN-AE to predict Epit with goodperformance. The optimal accuracy was obtained with squaredform of concentration and 24 neurons in each auto-encoderslayers. Moreover, 2/3 represents the optimal fraction betweentraining data.
Ключевые слова: Artificial Intelligence, Deep Networks, Auto- Encoder, PITTING POTENTIAL, Inorganic inhibitor, INTERNATIONAL CONFERENCE, Applications (AIAP2018)
Похожие издания
Отрасли знаний: Точные науки -> Информатика и программирование -> Информационные технологии Brahim Lejdel Artificiel Intelligence and Its Applications. Proceeding of 1st international conference on Artificiel intelligence and Its applications. 2020 г., 224 стр., мягкий переплет The first edition of the international Conference on Artificial Intelligence and its Applications (AIAP’18) aims to bring together leading academic scientists, international researchers and practitioners to exchange and share their experiences and research results on all aspects of artificial intelligence. It also provides a premier... | 33390 тг |