
Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarte r Efficient Power Systems
Models and Applications for Smarter Efficient Power Systems
Vale(Author)
Wiley-Blackwell (Publisher)
1st Edition
Published on 22. February 2023
Book
Hardback
448 pages
978-1-119-83402-1 (ISBN)
Description
A hands-on and current review of data mining and analysis and their applications to power and energy systems
In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems, the editors assemble a team of distinguished engineers to deliver a practical and incisive review of cutting-edge information on data mining and intelligent data analysis models as they relate to power and energy systems. You'll find accessible descriptions of state-of-the-art advances in intelligent data mining and analysis and see how they drive innovation and evolution in the development of new technologies.
The book combines perspectives from authors distributed around the world with expertise gained in academia and industry. It facilitates review work and identification of critical points in the research and offers insightful commentary on likely future developments in the field. It also provides:
A thorough introduction to data mining and analysis, including the foundations of data preparation and a review of various analysis models and methods
In-depth explorations of clustering, classification, and forecasting
Intensive discussions of machine learning applications in power and energy systems
Insightful treatments of related applications, including vibration elimination in transmission lines and the design of power distribution networks
Perfect for power and energy systems designers, planners, operators, and consultants, Intelligent Data Mining and Analysis in Power and Energy Systems will also earn a place in the libraries of software developers, researchers, and students with an interest in data mining and analysis problems.
In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems, the editors assemble a team of distinguished engineers to deliver a practical and incisive review of cutting-edge information on data mining and intelligent data analysis models as they relate to power and energy systems. You'll find accessible descriptions of state-of-the-art advances in intelligent data mining and analysis and see how they drive innovation and evolution in the development of new technologies.
The book combines perspectives from authors distributed around the world with expertise gained in academia and industry. It facilitates review work and identification of critical points in the research and offers insightful commentary on likely future developments in the field. It also provides:
A thorough introduction to data mining and analysis, including the foundations of data preparation and a review of various analysis models and methods
In-depth explorations of clustering, classification, and forecasting
Intensive discussions of machine learning applications in power and energy systems
Insightful treatments of related applications, including vibration elimination in transmission lines and the design of power distribution networks
Perfect for power and energy systems designers, planners, operators, and consultants, Intelligent Data Mining and Analysis in Power and Energy Systems will also earn a place in the libraries of software developers, researchers, and students with an interest in data mining and analysis problems.
More details
Language
English
Place of publication
Hoboken
United States
Publishing group
John Wiley and Sons Ltd
Target group
Professional and scholarly
Dimensions
Height: 260 mm
Width: 183 mm
Thickness: 31 mm
Weight
1110 gr
ISBN-13
978-1-119-83402-1 (9781119834021)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Zita A. Vale | Tiago Pinto | Michael Negnevitsky
Intelligent Data Mining and Analysis in Power and Energy Systems
Models and Applications for Smarter Efficient Power Systems
E-Book
12/2022
1st Edition
Wiley
€118.99
Available for download

Zita A. Vale | Tiago Pinto | Michael Negnevitsky
Intelligent Data Mining and Analysis in Power and Energy Systems
Models and Applications for Smarter Efficient Power Systems
E-Book
11/2022
1st Edition
Wiley
€115.99
Available for download
Person
Zita A. Vale is a Full Professor in the Electrical Engineering Department at the School of Engineering of the Polytechnic of Porto and Director of the GECAD Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development.
Tiago Pinto is an artificial intelligence expert who focuses on adaptive machine learning and automated negotiation. He has written over 200 publications and co-edited several books.
Michael Negnevitsky, PhD, is an Adjunct Full Professor in the School of Engineering at the University of Vermont in Burlington, USA. He is also Honorary Professor of Shandong University of Science and Technology in China.
Ganesh Kumar Venayagamoorthy is the Duke Energy Distinguished Professor of Electrical and Computer Engineering at Clemson University. He is a Senior Member of the IEEE and International Neural Network Society.
Tiago Pinto is an artificial intelligence expert who focuses on adaptive machine learning and automated negotiation. He has written over 200 publications and co-edited several books.
Michael Negnevitsky, PhD, is an Adjunct Full Professor in the School of Engineering at the University of Vermont in Burlington, USA. He is also Honorary Professor of Shandong University of Science and Technology in China.
Ganesh Kumar Venayagamoorthy is the Duke Energy Distinguished Professor of Electrical and Computer Engineering at Clemson University. He is a Senior Member of the IEEE and International Neural Network Society.