The Application of Artificial Intelligence to Nuclear Power Plant Safety

Ceyhun Yavuz, Senem Şentürk Lüle*

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1 Atıf (Scopus)

Özet

Through application of artificial intelligence (AI), the burden of analytical computational load for analysis of any given problem where countless variables have to be taken into account, is virtually eliminated. Since for engagements in real life operations and instantaneous actions are of paramount importance and vital, AI can be a strong alternative to overcome the complex problem solving in short time frames. As such, in this study a brief review of AI basics is given and literature for AI applications in nuclear field such as defect detection in nuclear fuel assembly, dose prediction in nuclear emergencies, fuel and component failure detection, core monitoring for reactor transients, core fuel optimization models, gamma spectroscopy analysis and specifically nuclear reactor safety in operation are assessed. Afterwards, an AI model for analyzing transients in VVER type nuclear power plants that is being built in Turkey is proposed. This model must keep up with instantaneous data flow and giving actionable feedback to the operator both for the cause and the solution. A semi-autonomous AI control system that help the operator decision making is a significant contributor to the safety of a reactor.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıArtificial Intelligence for Knowledge Management, Energy, and Sustainability - 9th IFIP WG 12.6 and 1st IFIP WG 12.11 International Workshop, AI4KMES 2021, Held at IJCAI 2021, Revised Selected Papers
EditörlerEunika Mercier-Laurent, Gülgün Kayakutlu
YayınlayanSpringer Science and Business Media Deutschland GmbH
Sayfalar117-127
Sayfa sayısı11
ISBN (Basılı)9783030965914
DOI'lar
Yayın durumuYayınlandı - 2022
Etkinlik9th International Workshop on Artificial Intelligence for Knowledge Management, Energy, and Sustainability, AI4KMES 2021 held in conjunction with 30th International Joint Conference on Artificial Intelligence, IJCAI 2021 - Virtual, Online
Süre: 19 Ağu 202120 Ağu 2021

Yayın serisi

AdıIFIP Advances in Information and Communication Technology
Hacim637 IFIP
ISSN (Basılı)1868-4238
ISSN (Elektronik)1868-422X

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???event.eventtypes.event.conference???9th International Workshop on Artificial Intelligence for Knowledge Management, Energy, and Sustainability, AI4KMES 2021 held in conjunction with 30th International Joint Conference on Artificial Intelligence, IJCAI 2021
ŞehirVirtual, Online
Periyot19/08/2120/08/21

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Publisher Copyright:
© 2022, IFIP International Federation for Information Processing.

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