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Autonomous nuclear power plants with artificial intelligence

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Autonomous nuclear power plants with artificial intelligenceby Jonghyun Kim, Seungjun Lee, Poong Hyun Seong.
作者:	Kim, Jonghyun.
其他作者:	Lee, Seungjun.
出版者:	Cham :Springer International Publishing :2023.
面頁冊數:	xvi, 269 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Nuclear power plantsAutomatic control.
電子資源:	https://doi.org/10.1007/978-3-031-22386-0
ISBN:	9783031223860$q(electronic bk.)

Autonomous nuclear power plants with artificial intelligence
Kim, Jonghyun.

Autonomous nuclear power plants with artificial intelligence[electronic resource] /by Jonghyun Kim, Seungjun Lee, Poong Hyun Seong. - Cham :Springer International Publishing :2023. - xvi, 269 p. :ill., digital ;24 cm. - Lecture notes in energy,v. 942195-1292 ;. - Lecture notes in energy ;13..

Introduction -- Artificial Intelligence and Methods -- Signal Validation -- Diagnosis -- Prediction.

This book introduces novel approaches and practical examples of autonomous nuclear power plants that minimize operator intervention. Autonomous nuclear power plants with artificial intelligence presents a framework to enable nuclear power plants to autonomously operate and introduces artificial intelligence (AI) techniques to implement its functions. Although nuclear power plants are already highly automated to reduce human errors and guarantee the reliability of system operations, the term "autonomous" is still not popular because AI techniques are regarded as less proven technologies. However, the use of AI techniques and the autonomous operation seems unavoidable because of their great advantages, especially, in advanced reactors and small modular reactors. The book includes the following topics: Monitoring, diagnosis, and prediction. Intelligent control. Operator support systems. Operator-autonomous system interaction. Integration into the autonomous operation system. This book will provides useful information for researchers and students who are interested in applying AI techniques in the fields of nuclear as well as other industries. This book covers broad practical applications of AI techniques from the classical fault diagnosis to more recent autonomous control. In addition, specific techniques and modelling examples are expected to be very informative to the beginners in the AI studies.

ISBN: 9783031223860$q(electronic bk.)

Standard No.: 10.1007/978-3-031-22386-0doiSubjects--Topical Terms:

946567
Nuclear power plants
--Automatic control.

LC Class. No.: TK1078 / .K56 2023

Dewey Class. No.: 621.483028563

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