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Monitoring and Control of Electrical Power Systems using Machine Learning Techniques
  • Language: en
  • Pages: 356

Monitoring and Control of Electrical Power Systems using Machine Learning Techniques

  • Type: Book
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  • Published: 2023-01-11
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  • Publisher: Elsevier

Monitoring and Control of Electrical Power Systems using Machine Learning Techniques bridges the gap between advanced machine learning techniques and their application in the control and monitoring of electrical power systems, particularly relevant for heavily distributed energy systems and real-time application. The book reviews key applications of deep learning, spatio-temporal, and advanced signal processing methods for monitoring power quality. This reference introduces guiding principles for the monitoring and control of power quality disturbances arising from integration of power electronic devices and discusses monitoring and control of electrical power systems using benchmark test sy...

On power system automation:
  • Language: en
  • Pages: 230

On power system automation:

The ubiquitous digital transformation also influences power system operation. Emerging real-time applications in information (IT) and operational technology (OT) provide new opportunities to address the increasingly demanding power system operation imposed by the progressing energy transition. This IT/OT convergence is epitomised by the novel Digital Twin (DT) concept. By integrating sensor data into analytical models and aligning the model states with the observed system, a power system DT can be created. As a result, a validated high-fidelity model is derived, which can be applied within the next generation of energy management systems (EMS) to support power system operation. By providing ...

Metaheuristics Algorithms in Power Systems
  • Language: en
  • Pages: 231

Metaheuristics Algorithms in Power Systems

  • Type: Book
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  • Published: 2019-01-11
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  • Publisher: Springer

This book discusses the use of efficient metaheuristic algorithms to solve diverse power system problems, providing an overview of the various aspects of metaheuristic methods to enable readers to gain a comprehensive understanding of the field and of conducting studies on specific metaheuristic algorithms related to power-system applications. By bridging the gap between recent metaheuristic techniques and novel power system methods that benefit from the convenience of metaheuristic methods, it offers power system practitioners who are not metaheuristic computation researchers insights into the techniques, which go beyond simple theoretical tools and have been adapted to solve important prob...

Avance y perspectiva
  • Language: es
  • Pages: 358

Avance y perspectiva

  • Type: Book
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  • Published: 2005
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  • Publisher: Unknown

None

Smart Meter Data Analytics
  • Language: en
  • Pages: 306

Smart Meter Data Analytics

This book aims to make the best use of fine-grained smart meter data to process and translate them into actual information and incorporated into consumer behavior modeling and distribution system operations. It begins with an overview of recent developments in smart meter data analytics. Since data management is the basis of further smart meter data analytics and its applications, three issues on data management, i.e., data compression, anomaly detection, and data generation, are subsequently studied. The following works try to model complex consumer behavior. Specific works include load profiling, pattern recognition, personalized price design, socio-demographic information identification, and household behavior coding. On this basis, the book extends consumer behavior in spatial and temporal scale. Works such as consumer aggregation, individual load forecasting, and aggregated load forecasting are introduced. We hope this book can inspire readers to define new problems, apply novel methods, and obtain interesting results with massive smart meter data or even other monitoring data in the power systems.

Metaheuristic Computation: A Performance Perspective
  • Language: en

Metaheuristic Computation: A Performance Perspective

  • Type: Book
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  • Published: 2021
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  • Publisher: Unknown

This book is primarily intended for undergraduate and postgraduate students of Science, Electrical Engineering, or Computational Mathematics. Metaheuristic search methods are so numerous and varied in terms of design and potential applications; however, for such an abundant family of optimization techniques, there seems to be a question which needs to be answered: Which part of the design in a metaheuristic algorithm contributes more to its better performance? Several works that compare the performance among metaheuristic approaches have been reported in the literature. Nevertheless, they suffer from one of the following limitations: (A)Their conclusions are based on the performance of popul...

Big Data Application in Power Systems
  • Language: en
  • Pages: 450

Big Data Application in Power Systems

  • Type: Book
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  • Published: 2024-07-01
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  • Publisher: Elsevier

Big Data Application in Power Systems, Second Edition presents a thorough update of the previous volume, providing readers with step-by-step guidance in big data analytics utilization for power system diagnostics, operation, and control. Bringing back a team of global experts and drawing on fresh, emerging perspectives, this book provides cutting-edge advice for meeting today's challenges in this rapidly accelerating area of power engineering. Divided into three parts, this book begins by breaking down the big picture for electric utilities, before zooming in to examine theoretical problems and solutions in detail. Finally, the third section provides case studies and applications, demonstrat...

Diez colores nuevos
  • Language: es
  • Pages: 134

Diez colores nuevos

  • Type: Book
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  • Published: 1993
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  • Publisher: Unknown

None

The Massey-Gilbert Blue Book of Mexico for 1903: A Directory in English of the City of Mexico
  • Language: en

The Massey-Gilbert Blue Book of Mexico for 1903: A Directory in English of the City of Mexico

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

International Handbook of Educational Change
  • Language: en
  • Pages: 692

International Handbook of Educational Change

The International Handbook of Educational Change is a state of the art collection of the most important ideas and evidence of educational change. The book brings together some of the most influential thinkers and writers on educational change. It deals with issues like educational innovation, reform, restructuring, culture-building, inspection, school-review, and change management. It asks why some people resist change and what their resistance means. It looks at how men and women, older teachers and younger teachers, experience change differently. It looks at the positive aspects of change but does not hesitate to raise uncomfortable questions about many aspects of educational change either...