Artificial Intelligence Applications in Nuclear Energy

Artificial Intelligence Applications in Nuclear Energy

Author: Xianping Zhong

Publisher: Frontiers Media SA

Published: 2022-09-27

Total Pages: 142

ISBN-13: 2889767086

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Book Synopsis Artificial Intelligence Applications in Nuclear Energy by : Xianping Zhong

Download or read book Artificial Intelligence Applications in Nuclear Energy written by Xianping Zhong and published by Frontiers Media SA. This book was released on 2022-09-27 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry

Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry

Author: M. Catherine Majumdar

Publisher: Springer

Published: 1988-10

Total Pages: 936

ISBN-13:

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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.


Book Synopsis Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry by : M. Catherine Majumdar

Download or read book Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry written by M. Catherine Majumdar and published by Springer. This book was released on 1988-10 with total page 936 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author: International Atomic Energy Agency

Publisher:

Published: 2022-09-30

Total Pages: 0

ISBN-13: 9789201315229

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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.


Book Synopsis Artificial Intelligence for Accelerating Nuclear Applications, Science and Technology by : International Atomic Energy Agency

Download or read book Artificial Intelligence for Accelerating Nuclear Applications, Science and Technology written by International Atomic Energy Agency and published by . This book was released on 2022-09-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry

Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry

Author: M. Catherine Majumdar

Publisher:

Published: 1988-10-01

Total Pages: 932

ISBN-13: 9781461310105

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Book Synopsis Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry by : M. Catherine Majumdar

Download or read book Artificial Intelligence and Other Innovative Computer Applications in the Nuclear Industry written by M. Catherine Majumdar and published by . This book was released on 1988-10-01 with total page 932 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Autonomous Nuclear Power Plants with Artificial Intelligence

Autonomous Nuclear Power Plants with Artificial Intelligence

Author: Jonghyun Kim

Publisher: Springer Nature

Published: 2023-02-20

Total Pages: 280

ISBN-13: 3031223861

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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.


Book Synopsis Autonomous Nuclear Power Plants with Artificial Intelligence by : Jonghyun Kim

Download or read book Autonomous Nuclear Power Plants with Artificial Intelligence written by Jonghyun Kim and published by Springer Nature. This book was released on 2023-02-20 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Intelligent Techniques and Soft Computing in Nuclear Science and Engineering

Author: Da Ruan

Publisher: World Scientific

Published: 2000-08-04

Total Pages: 556

ISBN-13: 9814492795

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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. Contents:Fuzzy-Neural Systems: A Basis for Soft-Computing (M M Gupta)Images Under Fuzzy Relations: A Master-Key to Fuzzy Applications (M De Cock et al.)New Formulations of Law of Large Numbers and Its Convergence in the Framework of Possibility Theory (M Oussalah)Learning and Applications Based on Rough Set Theory (D Cai)Genetic Optimization with Fuzzy Decoding (Y-C Tang et al.)Application of Expert System and Machine Learning Approach to Intelligent Man–Machine Interface (M Šorf et al.)Satellite Image Restoration Based on Atmospheric MTF Evaluation (D Arbel & N S Kopeika)Knowledge Representation Using Fuzzy Logic Based Characteristics for Safety Related Applications Part I: Basic Investigations (R Hampel et al.)An Evaluation Method on the Integrated Safeguards Based on Fuzzy Theory (H Matsuoka et al.)Optimization of the Number of Fuzzy Rules Towards a Better Temperature Control of Nuclear Reactors (M Si Fodil et al.)Optimization of the Device of Stages Through Genetic Algorithms for Non-Markovian Systems Reliability Evaluation: An Application to Nuclear Safety Systems (M E Costa Nunes)and other papers Readership: Engineers, computer scientists, mathematicians, medical professionals, psychologists and sociologists. Keywords:Mathematical Tools and New Developments;Intelligent Engineering Applications;Nuclear Engineering Applications;Genetic Optimization;Atmospheric MTF Evaluation;Fuzzy Logic;Fuzzy Theory


Book Synopsis Intelligent Techniques and Soft Computing in Nuclear Science and Engineering by : Da Ruan

Download or read book Intelligent Techniques and Soft Computing in Nuclear Science and Engineering written by Da Ruan and published by World Scientific. This book was released on 2000-08-04 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Contents:Fuzzy-Neural Systems: A Basis for Soft-Computing (M M Gupta)Images Under Fuzzy Relations: A Master-Key to Fuzzy Applications (M De Cock et al.)New Formulations of Law of Large Numbers and Its Convergence in the Framework of Possibility Theory (M Oussalah)Learning and Applications Based on Rough Set Theory (D Cai)Genetic Optimization with Fuzzy Decoding (Y-C Tang et al.)Application of Expert System and Machine Learning Approach to Intelligent Man–Machine Interface (M Šorf et al.)Satellite Image Restoration Based on Atmospheric MTF Evaluation (D Arbel & N S Kopeika)Knowledge Representation Using Fuzzy Logic Based Characteristics for Safety Related Applications Part I: Basic Investigations (R Hampel et al.)An Evaluation Method on the Integrated Safeguards Based on Fuzzy Theory (H Matsuoka et al.)Optimization of the Number of Fuzzy Rules Towards a Better Temperature Control of Nuclear Reactors (M Si Fodil et al.)Optimization of the Device of Stages Through Genetic Algorithms for Non-Markovian Systems Reliability Evaluation: An Application to Nuclear Safety Systems (M E Costa Nunes)and other papers Readership: Engineers, computer scientists, mathematicians, medical professionals, psychologists and sociologists. Keywords:Mathematical Tools and New Developments;Intelligent Engineering Applications;Nuclear Engineering Applications;Genetic Optimization;Atmospheric MTF Evaluation;Fuzzy Logic;Fuzzy Theory


Intelligent Techniques and Soft Computing for Nuclear Science and Engineering

Intelligent Techniques and Soft Computing for Nuclear Science and Engineering

Author: Da Ruan

Publisher: World Scientific

Published: 2000

Total Pages: 560

ISBN-13: 9789810243562

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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.


Book Synopsis Intelligent Techniques and Soft Computing for Nuclear Science and Engineering by : Da Ruan

Download or read book Intelligent Techniques and Soft Computing for Nuclear Science and Engineering written by Da Ruan and published by World Scientific. This book was released on 2000 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author: John A. Bernard

Publisher:

Published: 1989

Total Pages: 276

ISBN-13:

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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.


Book Synopsis Expert Systems Applications Within the Nuclear Industry by : John A. Bernard

Download or read book Expert Systems Applications Within the Nuclear Industry written by John A. Bernard and published by . This book was released on 1989 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author: Taeho Woo

Publisher: Springer Science & Business Media

Published: 2012-05-01

Total Pages: 185

ISBN-13: 1447140303

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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.


Book Synopsis Atomic Information Technology by : Taeho Woo

Download or read book Atomic Information Technology written by Taeho Woo and published by Springer Science & Business Media. This book was released on 2012-05-01 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author: Khalid Alnabhani

Publisher: Academic Press

Published: 2021-09-17

Total Pages: 521

ISBN-13: 0128232269

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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


Book Synopsis Applications of Nuclear and Radioisotope Technology by : Khalid Alnabhani

Download or read book Applications of Nuclear and Radioisotope Technology written by Khalid Alnabhani and published by Academic Press. This book was released on 2021-09-17 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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