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Applications of Artificial Intelligence in Planning and Operation of Smart Grids

Applications of Artificial Intelligence in Planning and Operation of Smart Grids PDF Author: Mehdi Rahmani-Andebili
Publisher: Springer Nature
ISBN: 3030945227
Category : Technology & Engineering
Languages : en
Pages : 136

Book Description
Artificial intelligence (AI) is going to play a significant role in smart grid planning and operation, especially in solving its real-time problems, as it is fast, adaptive, robust, and less dependent on the system’s accurate model and parameters. This collection covers research advancements in the application of AI in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to AI-based smart grid planning and operation, cover the theoretical concepts and experimental results of the application of AI-based techniques, and apply these techniques to deal with smart grid issues. Applications of Artificial Intelligence in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of AI, practicing engineers working in electrical power engineering, and students in advanced graduate-level courses.

Applications of Artificial Intelligence in Planning and Operation of Smart Grids

Applications of Artificial Intelligence in Planning and Operation of Smart Grids PDF Author: Mehdi Rahmani-Andebili
Publisher: Springer Nature
ISBN: 3030945227
Category : Technology & Engineering
Languages : en
Pages : 136

Book Description
Artificial intelligence (AI) is going to play a significant role in smart grid planning and operation, especially in solving its real-time problems, as it is fast, adaptive, robust, and less dependent on the system’s accurate model and parameters. This collection covers research advancements in the application of AI in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to AI-based smart grid planning and operation, cover the theoretical concepts and experimental results of the application of AI-based techniques, and apply these techniques to deal with smart grid issues. Applications of Artificial Intelligence in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of AI, practicing engineers working in electrical power engineering, and students in advanced graduate-level courses.

Applications of Fuzzy Logic in Planning and Operation of Smart Grids

Applications of Fuzzy Logic in Planning and Operation of Smart Grids PDF Author: Mehdi Rahmani-Andebili
Publisher: Springer Nature
ISBN: 3030646270
Category : Technology & Engineering
Languages : en
Pages : 229

Book Description
Fuzzy logic has vast applications in power and electrical engineering. This collection is the first book to cover research advancements in the application of fuzzy logic in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to fuzzy-based smart grid planning and operation, cover theoretical concepts and experimental results of the application of fuzzy-based techniques, and define and apply these techniques to deal with smart grid issues. Applications of Fuzzy Logic in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of fuzzy logic, practicing engineers working in electrical power engineering and power system planning, and post-graduates and students in advanced graduate-level courses.

Feedback Control Systems Analysis and Design

Feedback Control Systems Analysis and Design PDF Author: Mehdi Rahmani-Andebili
Publisher: Springer Nature
ISBN: 3030952770
Category :
Languages : en
Pages :

Book Description


Differential Equations

Differential Equations PDF Author: Mehdi Rahmani-Andebili
Publisher: Springer Nature
ISBN: 3031079841
Category :
Languages : en
Pages :

Book Description


Applications of Advanced Control and Artificial Intelligence in Smart Grids

Applications of Advanced Control and Artificial Intelligence in Smart Grids PDF Author: Qiuye Sun
Publisher: Frontiers Media SA
ISBN: 2889761835
Category : Technology & Engineering
Languages : en
Pages :

Book Description


Planning and Operation of Active Distribution Networks

Planning and Operation of Active Distribution Networks PDF Author: Antonio Carlos Zambroni de Souza
Publisher: Springer Nature
ISBN: 3030908127
Category : Distributed generation of electric power
Languages : en
Pages : 523

Book Description
This book offers a broad and detailed view about how traditional distribution systems are evolving smart/active systems. The reader will be able to share the view of a number of researchers directly involved in this field. For this sake, philosophical discussions are enriched by the presentation of theoretical and computational tools. A senior reader may incorporate some concepts not available during his/her graduation process, whereas new Engineers may have contact with some material that may be essential to his/her practice as professionals. .

Smart Energy and Electric Power Systems

Smart Energy and Electric Power Systems PDF Author: Sanjeevikumar Padmanaban
Publisher: Elsevier
ISBN: 0323916856
Category : Technology & Engineering
Languages : en
Pages : 227

Book Description
Smart Energy and Electric Power Systems: Current Trends and New Intelligent Perspectives reviews key applications of intelligent algorithms and machine learning techniques to increasingly complex and data-driven power systems with distributed energy resources to enable evidence-driven decision-making and mitigate catastrophic power shortages. The book reviews foundations towards the integration of machine learning and smart power systems before addressing key challenges and issues. The work then explores AI- and ML-informed techniques to rebalancing of supply and demand. Methods discussed include distributed energy resources and prosumer markets, electricity demand prediction, component fault detection, and load balancing. Security solutions are introduced, along with potential solutions to cyberattacks, security data detection and critical loads in power systems. The work closes with a lengthy discussion, informed by case studies, on integrating AI and ML into the modern energy sector. Helps improve the prediction capability of AI algorithms to make evidence-based decisions in the smart supply of electricity, including load shedding Focuses on how to integrate AI and ML into the energy sector in the real-world, with many chapters accompanied by case studies Addresses a number of proven AI and ML- informed techniques in rebalancing supply and demand

Smart Grid Economics and Management

Smart Grid Economics and Management PDF Author: Clemens van Dinther
Publisher: Springer Nature
ISBN: 303084286X
Category : Technology & Engineering
Languages : en
Pages : 229

Book Description
This book focuses on market/regulatory issues concerning smart grid applications, business cases and use cases. It covers the most relevant aspects of the smart grid—design considerations, economics, legal aspects and system management—and includes exercises at the end of each chapter. Since renewable energy generation is weather-dependent, it is more volatile, which affects market prices and the need for flexibility options including demand side management. In order to balance supply and demand in a sustainable manner also with high shares of renewables, energy systems need to be enhanced by smart grid technologies. This co-evolutionary transformation of the energy system, economic, societal, political and regulatory domains is challenging and calls for an integrated and interdisciplinary approach. This book provides an essential basis to prepare lecturers and students for engaging in the new energy world.

Deep Learning: Algorithms and Applications

Deep Learning: Algorithms and Applications PDF Author: Witold Pedrycz
Publisher: Springer Nature
ISBN: 3030317609
Category : Technology & Engineering
Languages : en
Pages : 360

Book Description
This book presents a wealth of deep-learning algorithms and demonstrates their design process. It also highlights the need for a prudent alignment with the essential characteristics of the nature of learning encountered in the practical problems being tackled. Intended for readers interested in acquiring practical knowledge of analysis, design, and deployment of deep learning solutions to real-world problems, it covers a wide range of the paradigm’s algorithms and their applications in diverse areas including imaging, seismic tomography, smart grids, surveillance and security, and health care, among others. Featuring systematic and comprehensive discussions on the development processes, their evaluation, and relevance, the book offers insights into fundamental design strategies for algorithms of deep learning.

Advanced Solutions in Power Systems

Advanced Solutions in Power Systems PDF Author: Mircea Eremia
Publisher: John Wiley & Sons
ISBN: 1119035694
Category : Science
Languages : en
Pages : 1072

Book Description
Provides insight on both classical means and new trends in the application of power electronic and artificial intelligence techniques in power system operation and control This book presents advanced solutions for power system controllability improvement, transmission capability enhancement and operation planning. The book is organized into three parts. The first part describes the CSC-HVDC and VSC-HVDC technologies, the second part presents the FACTS devices, and the third part refers to the artificial intelligence techniques. All technologies and tools approached in this book are essential for power system development to comply with the smart grid requirements. Discusses detailed operating principles and diagrams, theory of modeling, control strategies and physical installations around the world of HVDC and FACTS systems Covers a wide range of Artificial Intelligence techniques that are successfully applied for many power system problems, from planning and monitoring to operation and control Each chapter is carefully edited, with drawings and illustrations that helps the reader to easily understand the principles of operation or application Advanced Solutions in Power Systems: HVDC, FACTS, and Artificial Intelligence is written for graduate students, researchers in transmission and distribution networks, and power system operation. This book also serves as a reference for professional software developers and practicing engineers.