Intelligent Data Mining and Analysis in Power and Energy Systems - Models and Applications for Smarter Efficient Power Systems

Intelligent Data Mining and Analysis in Power and Energy Systems provides a practical and incisive review of cutting-edge information on data mining and intelligent data analysis models, combining perspectives from authors with expertise from academia and industry. It offers a thorough introduction to data mining and analysis, in-depth explorations of clustering, classification, and forecasting, and intensive discussions of machine learning applications, making it a valuable resource for power and energy systems designers, planners, operators, and consultants.

Format: Hardback
Length: 448 pages
Publication date: 09 December 2022
Publisher: John Wiley and Sons Ltd

A comprehensive and up-to-date exploration of data mining and analysis, with a focus on their applications in power and energy systems

In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter, Efficient Power Systems, a team of distinguished engineers comes together to provide a practical and insightful review of cutting-edge information on data mining and intelligent data analysis models as they relate to power and energy systems. This comprehensive book offers accessible descriptions of state-of-the-art advances in intelligent data mining and analysis, showcasing how they drive innovation and evolution in the development of new technologies.

The book combines perspectives from authors located around the world, drawing upon expertise gained in academia and industry. It serves as a valuable resource for review work, facilitating the identification of critical points in the research and providing insightful commentary on likely future developments in the field. Additionally, it offers:

A thorough introduction to data mining and analysis, covering the foundations of data preparation and providing a comprehensive review of various analysis models and methods.

In-depth explorations of clustering, classification, and forecasting, offering a deep understanding of these techniques and their applications in power and energy systems.

Intensive discussions of machine learning applications in power and energy systems, shedding light on their potential to enhance efficiency, reliability, and sustainability.

This book is a must-have for power and energy systems designers, planners, operators, and consultants, as well as software developers, researchers, and students with an interest in data mining and analysis problems. Its comprehensive coverage and practical insights make it an invaluable resource for anyone seeking to stay at the forefront of this rapidly evolving field.

Weight: 988g
Dimension: 254 x 178 x 28 (mm)
ISBN-13: 9781119834021