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Non-intrusive Load Monitoring

Theory, Technologies and Applications

Authors: Liu, Hui

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  • Presents a detailed introduction to and comprehensive description of newly proposed non-intrusive load monitoring technologies for real electrical appliances in modern buildings 
  • Includes a wealth of real-world experiments involving the proposed non-intrusive load monitoring technologies 
  • Highlights the latest advances in deep learning/machine learning for the proposed non-intrusive load monitoring technologies
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eBook 96,29 €
price for Korea, Republic of (South Korea) (gross)
  • ISBN 978-981-15-1860-7
  • Digitally watermarked, DRM-free
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  • ebooks can be used on all reading devices
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Hardcover 119,99 €
price for Korea, Republic of (South Korea) (gross)
  • ISBN 978-981-15-1859-1
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
About this book

Focusing on non-intrusive load monitoring techniques in the area of smart grids and smart buildings, this book presents a thorough introduction to related basic principles, while also proposing improvements. As the basis of demand-side energy management, the non-intrusive load monitoring techniques are highly promising in terms of their energy-saving and carbon emission reduction potential.

The book is structured clearly and written concisely. It introduces each aspect of these techniques with a number of examples, helping readers to understand and use the corresponding results. It provides latest strengths on the non-intrusive load monitoring techniques for engineers and managers of relevant departments. It also offers extensive information and a source of inspiration for researchers and students, while outlining future research directions.


About the authors

Professor Hui Liu holds double Ph.D. degrees from both China and Germany. He served as the BMBF Junior Group Leader for Germany’s Ministry of Education & Research at the Institute of Automation, Faculty of Computer Science & Electrical Engineering, University of Rostock, Germany, from 2015 to 2016.

He has published more than 50 international research papers in the fields of smart energy and green cities and holds 40 related patents as the first inventor. He has won many major research awards, including the Natural Science Research Award from the Ministry of Education of China in 2017 (second prize), the National Scientific and Technological Progress Award of China (first prize) in 2018, and the Scientific and Technology Award of the China Railway Society (first prize) in 2018. He currently serves as an associate editor of the journal Transportation Safety& Environment (Oxford University Press) and as a committee member for more than 20 international academic conferences.


Table of contents (10 chapters)

Table of contents (10 chapters)

Buy this book

eBook 96,29 €
price for Korea, Republic of (South Korea) (gross)
  • ISBN 978-981-15-1860-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 119,99 €
price for Korea, Republic of (South Korea) (gross)
  • ISBN 978-981-15-1859-1
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Non-intrusive Load Monitoring
Book Subtitle
Theory, Technologies and Applications
Authors
Copyright
2020
Publisher
Springer Singapore
Copyright Holder
Science Press and Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-15-1860-7
DOI
10.1007/978-981-15-1860-7
Hardcover ISBN
978-981-15-1859-1
Edition Number
1
Number of Pages
XIV, 277
Number of Illustrations
158 b/w illustrations, 20 illustrations in colour
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works are not included.