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Autonomous Nuclear Power Plants With Artificial Intelligence
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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.
Book Synopsis Artificial Intelligence in Nuclear Power Plants by : Pentti J. Haapanen
Download or read book Artificial Intelligence in Nuclear Power Plants written by Pentti J. Haapanen and published by . This book was released on 1990 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Use of Artificial Intelligence to Enhance the Safety of Nuclear Power Plants by : Robert E. Uhrig
Download or read book Use of Artificial Intelligence to Enhance the Safety of Nuclear Power Plants written by Robert E. Uhrig and published by . This book was released on 1988 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Application of Artificial Intelligence to the Operation of Nuclear Power Plants by : Brian K. Hajek
Download or read book Application of Artificial Intelligence to the Operation of Nuclear Power Plants written by Brian K. Hajek and published by . This book was released on 1988 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Enhancing Nuclear Power Plant Performance Through the Use of Artifical Intelligence. First Annual Report by :
Download or read book Enhancing Nuclear Power Plant Performance Through the Use of Artifical Intelligence. First Annual Report written by and published by . This book was released on 1989 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the summer of 1988, the Department of Nuclear Engineering (NE) at the University of Tennessee (UT) in Knoxville was selected to carry out a research program in ''Enhancing the Operation of Nuclear Power plants through the use of Artificial Intelligence, This program is sponsored by the Department of Energy's Office of Energy Research under 10CFR605 for Nuclear Engineering Research. The objective of the research is to advance the state-of-the-art of nuclear power plant control, safety, management, and instrumentation systems through the use of artificial intelligence (AI) techniques, including both expert systems and neural networks. The emphasis will be placed on methods that can be implemented on a rapid or real-time basis. A second, but equally important, objective is to build a broadly based critical mass of expertise in the artificial intelligence, field that can be brought to bear on the technology of nuclear power plants. Both of these goals are being met. This overview and the attached technical reports describe the work that is being carried out. Although in some cases, the scope of the work differs somewhat from the specific tasks described in the original proposal, all activities are clearly within the overall scope of the contract.
Book Synopsis Enhancing Nuclear Power Plant Performance Through the Use of Artifical Intelligence by :
Download or read book Enhancing Nuclear Power Plant Performance Through the Use of Artifical Intelligence written by and published by . This book was released on 1989 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the summer of 1988, the Department of Nuclear Engineering (NE) at the University of Tennessee (UT) in Knoxville was selected to carry out a research program in Enhancing the Operation of Nuclear Power plants through the use of Artificial Intelligence, This program is sponsored by the Department of Energy's Office of Energy Research under 10CFR605 for Nuclear Engineering Research. The objective of the research is to advance the state-of-the-art of nuclear power plant control, safety, management, and instrumentation systems through the use of artificial intelligence (AI) techniques, including both expert systems and neural networks. The emphasis will be placed on methods that can be implemented on a rapid or real-time basis. A second, but equally important, objective is to build a broadly based critical mass of expertise in the artificial intelligence, field that can be brought to bear on the technology of nuclear power plants. Both of these goals are being met. This overview and the attached technical reports describe the work that is being carried out. Although in some cases, the scope of the work differs somewhat from the specific tasks described in the original proposal, all activities are clearly within the overall scope of the contract.
Book Synopsis Nuclear Power Plant Technical Specification Monitoring Using Artificial Intelligence by : William H. Schlegelmilch
Download or read book Nuclear Power Plant Technical Specification Monitoring Using Artificial Intelligence written by William H. Schlegelmilch and published by . This book was released on 1987 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book تكاب افشار written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Enhancing Nuclear Power Plant Performance Through the Use of Artificial Intelligence by : Robert E. Uhrig
Download or read book Enhancing Nuclear Power Plant Performance Through the Use of Artificial Intelligence written by Robert E. Uhrig and published by . This book was released on 1989 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis MODEL-BASED AND DATA-DRIVEN ANOMALY DETECTION AND FAULT ACCOMMODATION OF NUCLEAR POWER PLANTS. by : Xiangyi Chen
Download or read book MODEL-BASED AND DATA-DRIVEN ANOMALY DETECTION AND FAULT ACCOMMODATION OF NUCLEAR POWER PLANTS. written by Xiangyi Chen and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: By 2050, the United States is expected to achieve carbon neutralization, which would require nuclear energy to play a key role in compensating for the high penetration of renewable energy in the future energy mix. Specifically, nuclear energy is expected to be responsible for electricity dispatch to maintain the reliability and resilience of large and small grids. To face this new challenge, nuclear power plants in the future should be designed for high maneuverability, improved resilience, and autonomous-control compatibility. In this context, intelligent techniques, such as automated planning & decision-making, self-prognosis & adaptation, and fault tolerance, need to be developed. To this end, this dissertation concentrates on two closely related areas regarding resilient operation and autonomous control of nuclear power plants, which are listed below: The first topic concentrates on early anomaly detection, which is necessary for future condition-based maintenance and resilient operation of nuclear power plants. The second topic is fault-tolerant control of future-generation nuclear power plants for superbly safe and reliable operations. This means that the nuclear power plant can undergo much fewer plant trips and yet not compromise safety under both anticipated and unanticipated hazards. The work in this dissertation will balance the advantage of the developed technology of nuclear power generation and the benefit of the state-of-the-art in artificial intelligence (AI). This will be achieved by retaining most of the conventional safety requirements of the plant and, at the same time, incorporating state-of-the-art technologies in AI. The innovation in this dissertation is expected to help nuclear power plants to fulfill their new role in mixed-grid power systems.
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.
Book Synopsis Installation and Evaluation of a Nuclear Power Plant Operator Advisor Based on Artificial Intelligence Technology. Final Report by :
Download or read book Installation and Evaluation of a Nuclear Power Plant Operator Advisor Based on Artificial Intelligence Technology. Final Report written by and published by . This book was released on 1993 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Artificial Intelligence Group in the Nuclear Engineering Program has designed and built an Operator Advisor (OA), an AI system to monitor nuclear power plant parameters, detect component and system malfunctions, dispose their causes, and provide the plant operators with the correct procedures for mitigating the consequences of the malfunctions. It then monitors performance of the procedures, and provides backup steps when specific operator actions fail. The OA has been implemented on Sun 4 workstations in Common Lisp, and has been interfaced to run in real time on the Perry Nuclear Power Plant full-function simulator in the plant training department. The eventual goal for a fully functioning Operator Advisor would be to have reactor operators receive direction for all plant operations. Such a goal requires considerable testing of the system within limited malfunction boundaries, an extensive Verification & Validation (V & V) effort, a large knowledge base development effort, and development of tools as part of the system to automate its maintenance. Clearly, these efforts are beyond the scope of the feasibility effort expended during this project period. However, as a result of this project, we have an AI based platform upon which a complete system can be built.
Book Synopsis Installation and Evaluation of a Nuclear Power Plant Operator Advisor Based on Artificial Intelligence Technology by :
Download or read book Installation and Evaluation of a Nuclear Power Plant Operator Advisor Based on Artificial Intelligence Technology written by and published by . This book was released on 1993 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Artificial Intelligence Group in the Nuclear Engineering Program has designed and built an Operator Advisor (OA), an AI system to monitor nuclear power plant parameters, detect component and system malfunctions, dispose their causes, and provide the plant operators with the correct procedures for mitigating the consequences of the malfunctions. It then monitors performance of the procedures, and provides backup steps when specific operator actions fail. The OA has been implemented on Sun 4 workstations in Common Lisp, and has been interfaced to run in real time on the Perry Nuclear Power Plant full-function simulator in the plant training department. The eventual goal for a fully functioning Operator Advisor would be to have reactor operators receive direction for all plant operations. Such a goal requires considerable testing of the system within limited malfunction boundaries, an extensive Verification Validation (V V) effort, a large knowledge base development effort, and development of tools as part of the system to automate its maintenance. Clearly, these efforts are beyond the scope of the feasibility effort expended during this project period. However, as a result of this project, we have an AI based platform upon which a complete system can be built.
Book Synopsis Advances in Artificial Intelligence, Software and Systems Engineering by : Tareq Z. Ahram
Download or read book Advances in Artificial Intelligence, Software and Systems Engineering written by Tareq Z. Ahram and published by Springer. This book was released on 2018-06-28 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on emerging issues following the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, social and analytical aspects of computing and intelligent technologies, highlighting ways to improve technology acceptance, effectiveness, and efficiency. Topics such as responsibility, integration and training are discussed throughout. The book also reports on the latest advances in systems engineering, with a focus on societal challenges and next-generation systems and applications for meeting them. It also discusses applications in smart grids and infrastructures, systems engineering education as well as defense and aerospace. The book is based on both the AHFE 2018 International Conference on Human Factors in Artificial Intelligence and Social Computing, Software and Systems Engineering, The Human Side of Service Engineering and Human Factors in Energy, July 21–25, 2018, Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida, USA.
Book Synopsis New Energy Power Generation Automation and Intelligent Technology by : Pengfei Gu
Download or read book New Energy Power Generation Automation and Intelligent Technology written by Pengfei Gu and published by Springer Nature. This book was released on 2023-05-24 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of selected papers from the Seventh Symposium on Digital Instrumentation and Control Technology for Nuclear Power Plant, held online on January 11, 2023. The purpose of this symposium is to discuss inspection, test, certification and research for the software and hardware of Instrumentation and Control (I&C) systems in nuclear power plants (NPP), such as sensors, actuators and control system. It provides a platform of technical exchange and experience sharing for those broad masses of experts and scholars and nuclear power practitioners. At the same time, it also provides a platform for the combination of production, teaching and research in universities and enterprises to promote the safe development of nuclear power plant. Readers will encounter new ideas for realizing a more efficient and safer instrumentation and control system.
Book Synopsis Introduction to Intelligent and Autonomous Control by : Panos J. Antsaklis
Download or read book Introduction to Intelligent and Autonomous Control written by Panos J. Antsaklis and published by Springer. This book was released on 1993 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: The area of intelligent control is a fusion of a number of research areas in engineering computer science and mathematics, which has evolved from conventional control to enhance the existing nonlinear, optimal, adaptive and stochastic control methods. Intelligent control techniques are currently being utilized for closed-loop feedback control in space-based applications, manufacturing systems, robotic systems, avionic systems, among others, to improve system performance, reliability and efficiency. Overall, the primary objective of intelligent control is to enhance the performance of the system to the extent that it achieves some level of autonomous control.
Book Synopsis Joint Application of AI Techniques, PRA and Disturbance Analysis Methodology to Problems in the Maintenance and Design of Nuclear Power Plants. Final Report by :
Download or read book Joint Application of AI Techniques, PRA and Disturbance Analysis Methodology to Problems in the Maintenance and Design of Nuclear Power Plants. Final Report written by and published by . This book was released on 1989 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: This final report summarizes the accomplishments of a two year research project entitled ''Joint Application of Artificial Intelligence Techniques, Probabilistic Risk Analysis, and Disturbance Analysis Methodology to Problems in the Maintenance and Design of Nuclear Power Plants. The objective of this project is to develop and apply appropriate combinations of techniques from artificial intelligence, (AI), reliability and risk analysis and disturbance analysis to well-defined programmatic problems of nuclear power plants. Reactor operations issues were added to those of design and maintenance as the project progressed.
