Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry

Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry PDF

Author: M. Catherine Majumdar

Publisher: Springer

Published: 1988-10

Total Pages: 936

ISBN-13:

DOWNLOAD EBOOK →

This conference brought together experts from 15 countries to discuss application of Artificial Intelligence (AI) techniques to the nuclear industry. It was apparent from the meeting that even those active in the field were surprised at the extent of work and the progress made. There was a strong impression that application of this technology to nuclear power plants is inevitable. The benefits to improved operation, design, and safety are simply too significant to be ignored. This is a much different conclusion than might have been reached a few years ago when the technology was new and people were struggling to understand its significance. We believe that this meeting reflects a major turning point for the technology. It has moved from being a topic understood only by specialists to a situation where users are the most active people in the field. A broad array of innovative work is described from all of the participating countries. The activity in the u.s. is large and diverse. Although there is no nationally focussed policy for AI research in the U.S., many of these activities are reported here. Japan and France have a strong drive to integrate AI technology into their nuclear plants, and this is reflecteq in these proceedings.

Artificial Intelligence for Accelerating Nuclear Applications, Science and Technology

Artificial Intelligence for Accelerating Nuclear Applications, Science and Technology PDF

Author: International Atomic Energy Agency

Publisher:

Published: 2022-09-30

Total Pages: 0

ISBN-13: 9789201315229

DOWNLOAD EBOOK →

Artificial intelligence (AI) methods have had significant impacts in science and technology in recent years. These methods for generating models from datasets or logic-based algorithms that emulate aspects of human performance can similarly accelerate the fields of nuclear applications, science, and technology toward the IAEA goals of contributing to peace, health, and prosperity. This publication provides a review of the current state of the art, outlines challenges and identifies priorities for future AI activities in the nuclear field and the IAEA's role to support their accomplishment. The uses of AI in the fields of nuclear sciences and applications, nuclear power, nuclear safety and security and safeguards verification, are considered. There is also a dedicated chapter on ethics pertinent to AI in the nuclear field.

Autonomous Nuclear Power Plants with Artificial Intelligence

Autonomous Nuclear Power Plants with Artificial Intelligence PDF

Author: Jonghyun Kim

Publisher: Springer Nature

Published: 2023-02-20

Total Pages: 280

ISBN-13: 3031223861

DOWNLOAD EBOOK →

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.

Intelligent Techniques And Soft Computing In Nuclear Science And Engineering - Proceedings Of The 4th International Flins Conference

Intelligent Techniques And Soft Computing In Nuclear Science And Engineering - Proceedings Of The 4th International Flins Conference PDF

Author: Hamid Ait Abderrahim

Publisher: World Scientific

Published: 2000-08-04

Total Pages: 558

ISBN-13: 9814492795

DOWNLOAD EBOOK →

This book is divided into three parts. The first part, “Mathematical Tools and New Developments”, provides basic tools to treat fuzzy set theory, rough set theory, fuzzy control, fuzzy modelling, decision support systems, and related applications. The second part, “Intelligent Engineering Applications”, reports on engineering problems such as man-machine interface, risk analysis, image processing, robotics, knowledge-based engineering, expert systems, process control integration, diagnosis, measurements and interpretation by intelligent techniques and soft computing used for general engineering applications. The third part, “Nuclear Engineering Applications”, concentrates on nuclear applications and covers several topics such as nuclear energy, nuclear safety assessment, radioactive waste management, nuclear measurements, nuclear safeguards, nuclear reactor operation, reactor controller design, fuel reload pattern design, signal validation, nuclear power plants, and optimizations in nuclear applications.

Expert Systems Applications Within the Nuclear Industry

Expert Systems Applications Within the Nuclear Industry PDF

Author: John A. Bernard

Publisher:

Published: 1989

Total Pages: 276

ISBN-13:

DOWNLOAD EBOOK →

This monograph provides both a compilation and a critical review of the ways expert systems can be applied to the design, management, and operation of research, test, and commercial power reactors. The applications are identified and assessed relative to the capability of the technology. Specific systems are also examined in detail. Almost 300 expert systems are described, grouped under more than 60 different applications.

Atomic Information Technology

Atomic Information Technology PDF

Author: Taeho Woo

Publisher: Springer Science & Business Media

Published: 2012-05-01

Total Pages: 185

ISBN-13: 1447140303

DOWNLOAD EBOOK →

Atomic Information Technology revaluates current conceptions of the information technology aspects of the nuclear industry. Economic and safety research in the nuclear energy sector are explored, considering statistical methods which incorporate Monte-Carlo simulations for practical applications. Divided into three sections, Atomic Information Technology covers: Atomic economics and management, Atomic safety and reliability, and Atomic safeguarding and security. Either as a standalone volume or as a companion to conventional nuclear safety and reliability books, Atomic Information Technology acts as a concise and thorough reference on statistical assessment technology in the nuclear industry. Students and industry professionals alike will find this a key tool in expanding and updating their understanding of this industry and the applications of information technology within it.

Applications of Nuclear and Radioisotope Technology

Applications of Nuclear and Radioisotope Technology PDF

Author: Khalid Alnabhani

Publisher: Academic Press

Published: 2021-09-17

Total Pages: 521

ISBN-13: 0128232269

DOWNLOAD EBOOK →

Applications of Nuclear and Radioisotope Technology: For Peace and Sustainable Development presents the latest technology and research on nuclear energy with a practical focus on a variety of applications. Author Dr. Khalid Al-Nabhani provides a thorough and well-rounded view of the status of nuclear power generation in order to promote its benefits towards a sustainable, clean and secure future. This book offers innovative theoretical, analytical, methodological and technological approaches, encourages a positive societal and political uptake. This book enhances awareness of peaceful nuclear applications across a broad spectrum of industries, including power generation, agriculture, and medicine. It presents successful examples and lessons learned across many countries that are working towards their sustainability goals in cooperation with the IAEA and AAEA, to benefit researchers, professionals and decision-makers implementing and developing their own nuclear strategies for the future. Presents theoretical and scientific knowledge which is supported with real examples and successful experiences Provides prevailing perceptions of nuclear safety and security concerns by presenting the most advanced safety and security systems Applies technologies to a variety of applications to guide the reader to make informed decisions to help meet sustainability goals

Applications of AI and IOT in Renewable Energy

Applications of AI and IOT in Renewable Energy PDF

Author: Rabindra Nath Shaw

Publisher: Academic Press

Published: 2022-02-09

Total Pages: 248

ISBN-13: 0323984010

DOWNLOAD EBOOK →

Applications of AI and IOT in Renewable Energy provides a future vision of unexplored areas and applications for Artificial Intelligence and Internet of Things in sustainable energy systems. The ideas presented in this book are backed up by original, unpublished technical research results covering topics like smart solar energy systems, intelligent dc motors and energy efficiency study of electric vehicles. In all these areas and more, applications of artificial intelligence methods, including artificial neural networks, genetic algorithms, fuzzy logic and a combination of the above in hybrid systems are included. This book is designed to assist with developing low cost, smart and efficient solutions for renewable energy systems and is intended for researchers, academics and industrial communities engaged in the study and performance prediction of renewable energy systems. Includes future applications of AI and IOT in renewable energy Based on case studies to give each chapter real-life context Provides advances in renewable energy using AI and IOT with technical detail and data