Artificial Intelligence In The Operation And Control Of Digitalized Power Systems
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Artificial Intelligence In The Operation And Control Of Digitalized Power Systems
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Author : Sasan Azad
language : en
Publisher: Springer Nature
Release Date : 2024-11-15
Artificial Intelligence In The Operation And Control Of Digitalized Power Systems written by Sasan Azad and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-15 with Technology & Engineering categories.
This book covers the practical application of AI-based methods in modern power systems. The complexity of current power system operations has dramatically increased due to the higher penetration of renewable energy sources and power electronic components. Therefore, providing efficient techniques is essential for secure and clean power system operation. This book focuses on the data-driven operation of the digitalized power system using machine language (ML). First, the basics of power system operation and control are presented, covering various areas of system control and operation. Next, significant advances in modern power systems and their corresponding challenges are discussed, and artificial intelligence (AI)-powered techniques, specifically machine learning, are introduced to address these issues. The book also explores AI-powered applications in the operation of power systems. These applications include various aspects of the data-driven process in both situational awareness and control areas. They are presented as practical examples indicating the implementation of an ML-based method to solve operational problems. Artificial Intelligence in the Operation and Control of Digitalized Power Systems is a valuable guide for students, researchers, and practicing engineers to AI-based techniques and real-world applications in power systems.
Artificial Intelligence For Renewable Energy Systems
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Author : Ashutosh Kumar Dubey
language : en
Publisher: Woodhead Publishing
Release Date : 2022-08-01
Artificial Intelligence For Renewable Energy Systems written by Ashutosh Kumar Dubey and has been published by Woodhead Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-01 with Science categories.
Artificial Intelligence for Renewable Energy Systems addresses the energy industries remarkable move from traditional power generation to a cost-effective renewable energy system, and most importantly, the paradigm shift from a market-based cost of the commodity to market-based technological advancements. Featuring recent developments and state-of-the-art applications of artificial intelligence in renewable energy systems design, the book emphasizes how AI supports effective prediction for energy generation, electric grid related line loss prediction, load forecasting, and for predicting equipment failure prevention. Looking at approaches in system modeling and performance prediction of renewable energy systems, this volume covers power generation systems, building service systems and combustion processes, exploring advances in machine learning, artificial neural networks, fuzzy logic, genetic algorithms and hybrid mechanisms. - Includes real-time applications that illustrates artificial intelligence and machine learning for various renewable systems - Features a templated approach that can be used to explore results, with scientific implications followed by detailed case studies - Covers computational capabilities and varieties for renewable system design
Handbook On Digital Twin And Artificial Intelligence Techniques For Rail Applications
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Author : Maksym Spiryagin
language : en
Publisher: CRC Press
Release Date : 2025-06-17
Handbook On Digital Twin And Artificial Intelligence Techniques For Rail Applications written by Maksym Spiryagin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Technology & Engineering categories.
With contributions from experts from around the world, this handbook aims to systemize the existing experience and knowledge that can be used to the development of more efficient and controlled railway systems. As a result, this handbook showcases the modern methods, methodologies and frameworks for the development of DT and AI architectures and apparatus in the area of the existing railway systems and transport engineering tasks. The chapters cover such varied and specialized topics as the processes related to the transformation of a physical twin into a digital twin; the application of data-driven and physics-based simulation approaches in the development of digital twins; asset management application tasks with the implementation of DT and AI; and the experimental and field applications of the DT and AI concepts and technologies in railway transport system design and predictive maintenance tasks. Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications is essential reading for engineers, practitioners and researchers involved in the development of railway transport and transit systems.
Proceedings Of The 4th International Conference On Power And Electrical Engineering
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Author : Jian Li
language : en
Publisher: Springer Nature
Release Date : 2024-05-30
Proceedings Of The 4th International Conference On Power And Electrical Engineering written by Jian Li and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-30 with Technology & Engineering categories.
This book features a collection of carefully selected papers that were presented at the 4th International Conference on Power and Electrical Engineering, ICPEE 2023. The conference was held in Singapore from November 3-5, 2023, and focused on the latest advancements and technologies in the field of power and electrical engineering. The papers included in this book highlight the need for sustainable and efficient energy sources, as well as the development of new technologies such as smart grids, renewable energy systems, and energy storage systems. They also address the challenges and opportunities faced by power and electrical engineers due to the increasing use of electric vehicles and the integration of renewable energy sources into power grids. The papers are authored by an international group of academics, research scientists, and industry experts, making the book valuable to a global audience in the field of power engineering.
Artificial Intelligence Based Smart Power Systems
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Author : Sanjeevikumar Padmanaban
language : en
Publisher: John Wiley & Sons
Release Date : 2023-02-01
Artificial Intelligence Based Smart Power Systems written by Sanjeevikumar Padmanaban and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-01 with Science categories.
ARTIFICIAL INTELLIGENCE-BASED SMART POWER SYSTEMS Authoritative resource describing artificial intelligence and advanced technologies in smart power systems with simulation examples and case studies Artificial Intelligence-based Smart Power Systems presents advanced technologies used in various aspects of smart power systems, especially grid-connected and industrial evolution. It covers many new topics such as distribution phasor measurement units, blockchain technologies for smart power systems, the application of deep learning and reinforced learning, and artificial intelligence techniques. The text also explores the potential consequences of artificial intelligence and advanced technologies in smart power systems in the forthcoming years. To enhance and reinforce learning, the editors include many learning resources throughout the text, including MATLAB, practical examples, and case studies. Artificial Intelligence-based Smart Power Systems includes specific information on topics such as: Modeling and analysis of smart power systems, covering steady state analysis, dynamic analysis, voltage stability, and more Recent advancement in power electronics for smart power systems, covering power electronic converters for renewable energy sources, electric vehicles, and HVDC/FACTs Distribution Phasor Measurement Units (PMU) in smart power systems, covering the need for PMU in distribution and automation of system reconfigurations Power and energy management systems Engineering colleges and universities, along with industry research centers, can use the in-depth subject coverage and the extensive supplementary learning resources found in Artificial Intelligence-based Smart Power Systems to gain a holistic understanding of the subject and be able to harness that knowledge within a myriad of practical applications.
Fundamentals Of Electric Power System
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Author : Dr. Sandeep Sharma
language : en
Publisher: Shineeks Publishers
Release Date :
Fundamentals Of Electric Power System written by Dr. Sandeep Sharma and has been published by Shineeks Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on with Juvenile Nonfiction categories.
Electric power systems are at the heart of modern society, powering homes, businesses, and industries around the globe. As such, a firm grasp of their fundamental principles is essential for anyone involved in the design, operation, or management of electrical infrastructure. Throughout this book, emphasis is placed not only on theoretical foundations but also on practical insights gleaned from real-world engineering practices. Case studies, examples, and illustrations are utilized to illustrate key concepts and demonstrate their relevance in solving real-world problems.
Digital Technologies By Empowered Sustainable Electrical Energy Development
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Author : Yushuai Li
language : en
Publisher: Frontiers Media SA
Release Date : 2024-10-01
Digital Technologies By Empowered Sustainable Electrical Energy Development written by Yushuai Li and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-01 with Technology & Engineering categories.
The increasing pressure from energy and environmental protection has made the research for sustainable electrical energy urgent. The integration of high-proportion renewable energy resources offers significant achievements for decreased carbon emissions and increased economic costs. This calls for new concepts of modelling, monitoring, planning, optimization, control, etc. Due to the complexity of electrical energy systems (EES), it is challenging to design effective and smart solutions. The emerging digital technologies may provide promising solutions owing to the successful development of artificial intelligence, blockchain, edge computing, 5g/6g, etc. Moreover, digital technologies facilitate the integration of cyber and physical systems, which further benefits the intelligent detection, coordination, and management of EESs. There are many challenges that require further research and development on policy, architecture, modelling, planning, operation, optimization, and control for sustainable EESs.
Equipment Intelligent Operation And Maintenance
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Author : Ruqiang Yan
language : en
Publisher: CRC Press
Release Date : 2025-03-07
Equipment Intelligent Operation And Maintenance written by Ruqiang Yan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Computers categories.
The proceedings of the First International Conference on Equipment Intelligent Operation and Maintenance (ICEIOM 2023) offer invaluable insights into the processes that ensure safe and reliable operation of equipment and guarantee the improvement of product life cycles. The book touches upon a wide array of topics including equipment condition monitoring, fault diagnosis, and remaining useful life prediction. With special emphasis on the integration of big data and machine learning, the papers contained in this publication highlight how these technologies make the equipment operation process highly automated and ingenious. Intelligent operation and maintenance is set to act as the driving force behind a new generation of smart manufacturing and equipment upgradation, and promote demand for intelligent product services and management. This is a highly beneficial guide to students, researchers, working professionals and enthusiasts who wish to stay updated on innovative research contributions and practical applications of state-of-the-art technologies in equipment operation and maintenance.
Adapting The Eu Civil Liability Regime To The Digital Age Artificial Intelligence Robotics And Other Emerging Technologies
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Author : Nikos Th. Nikolinakos
language : en
Publisher: Springer Nature
Release Date : 2024-10-18
Adapting The Eu Civil Liability Regime To The Digital Age Artificial Intelligence Robotics And Other Emerging Technologies written by Nikos Th. Nikolinakos and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-18 with Law categories.
This book highlights the challenges that artificial intelligence (AI), robotics, the Internet of Things (IoT), and other emerging digital technologies pose to existing EU and national liability legislation, while also tracing the evolution of the relevant EU policy and legal framework. Recognising that Member States’ current national fault-based liability rules are ill-suited to handle compensation claims for AI-related harm, the book emphasises the difficulty victims face in proving fault and causation due to AI’s unique characteristics, such as autonomy and opacity (“black box” effect). Similarly, the current Product Liability Directive (PLD) has several shortcomings: certain products, economic actors, and types of damage in the digital and circular economy are not covered under strict liability; proving defectiveness and establishing a causal link with damage, especially for complex products, is often challenging; in addition, liability claims are subject to restrictive limits and thresholds. The book discusses in detail the European Commission’s proposal for a Directive on harmonising civil liability rules for damage caused by AI systems (the ‘proposed AI Liability Directive’). It also offers a thorough analysis of the European Commission’s proposal for a revised Product Liability Directive, compares it with the positions of the Council of the EU and the European Parliament, and discusses the final text approved by the Plenary of the European Parliament in March 2024. The book incorporates comments from various parties, offering insights into the approaches of EU institutions and the conflicting interests among stakeholders. Presenting carefully grounded arguments, this volume serves as a valuable resource for understanding the interplay between policy and law within the new EU liability framework for AI and other innovative products. This forthcoming EU regime represents a significant shift in the liability landscape, potentially heightening litigation risks. Its success will depend on achieving the EU’s overarching objective: ensuring fair compensation while fostering technological innovation.
Plant Intelligent Automation And Digital Transformation
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Author : Swapan Basu
language : en
Publisher: Academic Press
Release Date : 2022-10-28
Plant Intelligent Automation And Digital Transformation written by Swapan Basu and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-28 with Technology & Engineering categories.
Plant Intelligent Automation and Digital Transformation: Process and Factory Automation is an expansive four volume collection reviewing every major aspect of the intelligent automation and digital transformation of power, process and manufacturing plants, from the specific control and automation systems pertinent to various power process plants through manufacturing and factory automation systems. This volume introduces the foundations of automation control theory, networking practices and communication for power, process and manufacturing plants considered as integrated digital systems. In addition, it discusses Distributed control System (DCS) for Closed loop controls system (CLCS) and PLC based systems for Open loop control systems (OLCS) and factory automation. This book provides in-depth guidance on functional and design details pertinent to each of the control types referenced above, along with the installation and commissioning of control systems. - Introduces the foundations of control systems, networking and industrial data communications for power, process and manufacturing plant automation - Reviews core functions, design details and optimized configurations of plant digital control systems - Addresses advanced process control for digital control systems (inclusive of software implementations) - Provides guidance for installation commissioning of control systems in working plants